PROFILE

Prof. Rajni Jindal

Computer Science & Engineering

Phone:011 27871030
Email: [email protected]

Qualifications : PhD, ME, MCA

Address: Room Number 003 Academic Block-4, Department of Computer Science and Engineering, Delhi Technological University.

Current Responsibilities:

  • Member Board of studies, Computer Science & Engineering Department DTU
  • Faculty coordinator for Spic Macay DTU Chapter
  • DRC Member for CSE Department
  • DRC Member for SE Department
  • Member Department purchase committee Dept. of Computer Science & Engineering

 

RESEARCH PROFILE 

Scopus :

 

https://www.scopus.com/authid/detail.uri?authorId=8698929800

Author Identifier ID: 8698929800

Orcid:  0000-0002-2388-7615

Google Scholar ID link:

 https://scholar.google.com/citations?user=ohn7Kr8AAAAJ&hl=en

h-index

23

 

PREVIOUS POSITIONS/ EXPERIENCE

PROFESSIONAL SUMMARY

 

S.no

Joining Year

Status

Designation

Department

Organization

1

May 1992

Active

Professor & DRC Chair

CSE

Formerly Delhi College of Engineering

2

May 2012

Feb 2015

Professor & Head

Officiating Vice Chancellor

Dean(Research and Collaboration) 

{June 2013-Feb 2015}

IT

IGDTUW

3

May 1992

Active

Professor

CSE

Formerly Delhi College of Engineering

4

May 1990

May 1992

Faculty

CSE

Ambedkar Polytechnic, Delhi

5

October 1988

May 1990

Programmer

IT

Tata Consultancy Services, Delhi
 

TEACHING (COURSES TAUGHT)

Database Systems, Data Mining, Data Structure, Artificial Intelligence, Machine Learning, Operating Systems and Compiler Design

MEMBERSHIPS

  • Senior Member      IEEE(USA)
  • Life Member           ISTE 
  • Life member           CSI

PUBLICATIONS

List of SCI/SCIE Publications

  1. D.Ruhela, & R.Jindal (2025). Low-power computing with reversible logic: a modular approach to Vedic multiplication. Journal of Computational Electronics, 24(5), 155. 
  2. Rajni Jindal and Malaya Dutta Borah, "Predictive Analytics in a Higher Education Context," IT Professional, vol. 17, no. 4, pp. 24-33, July-Aug. 2015, doi: 10.1109/MITP.2015.68
  3.  Preeti Gupta, Arun Sharma, and Rajni Jindal, " Scalable machine-learning algorithms for big data analytics: a comprehensive review," WIREs Data Mining and Knowledge Discovery Journal, 2016. https://doi.org/10.1002/widm.1194
  4.  Preeti Gupta, Rajni Jindal, and Arun Sharma, "Community Trolling: An Active Learning Approach for Topic Based Community Detection in Big Data," Journal of Grid Computing, vol. 16, pp. 553–567, 2018. https://doi.org/10.1007/s10723-018-9457-z
  5.  Pratima Sharma, Rajni Jindal, and Malaya Dutta Borah, “Blockchain Technology for Cloud Storage: A Systematic Literature Review," ACM Computing Surveys, vol. 53, no. 4, 2020.
  6.  Pratima Sharma, Rajni Jindal, and Malaya Dutta Borah, “Blockchain-based Decentralized Architecture for Cloud Storage System,” Journal of Information Security and Applications, vol. 62, pp. 2214-2126, 2021.
  7.  Pratima Sharma, Rajni Jindal, and Malaya Dutta Borah, “A Review of Blockchain-based Applications and Challenges,” Wireless Personal Communications: An International Journal, Springer, 2021.
  8.  Pratima Sharma, Rajni Jindal, and Malaya Dutta Borah, “Blockchain-based Cloud Storage System with CP-ABE based Access Control and Revocation Process,” Journal of Supercomputing, Springer, 2021.
  9.  Pratima Sharma, Rajni Jindal, and Malaya Dutta Borah, “A Review of Smart Contract-based Platforms, Applications, and Challenges,” Cluster Computing, Springer, 2021.
  10.   Rajni Jindal, Indu Singh, “Detecting malicious transactions in database using hybrid metaheuristic clustering and Frequent Sequential Pattern Mining”, published in Cluster Computing Journal, Springer 2022.          https://doi.org/10.1007/s10586-022-03622-2(SCI-E, IF 2.303).
  11.   Rajni Jindal, Neetesh Kumar, Sanjay Patidar " IoT streamed data handling model using delta encoding" in the international journal of Communication Systems Volume 35, Issue 13 ,June 2022 (SCI-E, IF 1.882)      https://doi.org/10.1002/dac.5243
  12. Sisodia, Amrita, and Rajni Jindal. "An effective model for healthcare to process chronic kidney disease using big data processing." Journal of Ambient Intelligence and Humanized Computing (2022): 1-17. (SCI-E, IF:7.104)https://doi.org/10.1007/s12652-022-03817-w
  13.  Indu Singh, and Rajni Jindal, "Expectation maximization clustering and sequential pattern mining based approach for detecting intrusive transactions in databases," Multimedia Tools and Applications, vol. 80,         pp. 27649–27681, 2021. https://doi.org/10.1007/s11042-021-10786-3
  14.   Amrita Sisodia, and Rajni Jindal, "A meta-analysis of industry 4.0 design principles applied in the health sector," Engineering Applications of Artificial Intelligence, vol. 104, pp. 1-15, 2021.
  15.  Rajni Jindal: Malhotra, R., Massoudi, M. & Jindal, R. An alumni-based collaborative model to strengthen academia and industry partnership: The current challenges and strengths. Educ Inf Technol (2022) (SCI-E,  IF: 3.666) https://doi.org/10.1007/s10639-022-11276-1
  16. Jain, M., Jindal, R., & Jain, A. (2023). Code-mixed Hindi-English text correction using fuzzy graph and word embedding. Expert Systems, e13328. https://doi.org/10.1111/exsy.13328
  17. Jain, M., Jindal, R. & Jain, A. Lexical Semantics Identification Using Fuzzy Centrality Measures and BERT Embedding. Natl. Acad. Sci. Lett. (2023). https://doi.org/10.1007/s40009-023-01310-2
  18. Singh, I., Jindal, R. Outlier based intrusion detection in databases for user behaviour analysis using weighted sequential pattern mining. Int. J. Mach. Learn. & Cyber. (2023). https://doi.org/10.1007/s13042-023-02049-4
  19. Kirti Jain, Rajni Jindal, Sampling and noise filtering methods for recommender systems: A literature review, Engineering Applications of Artificial Intelligence, Volume 122, 2023, 106129, ISSN 0952-1976, https://doi.org/10.1016/j.engappai.2023.106129.
  20. Malhotra, R., Massoudi, M. & Jindal, R. Shifting from traditional engineering education towards competency-based approach: The most recommended approach-review. Educ Inf Technol 28, 9081–9111 (2023). https://doi.org/10.1007/s10639-022-11568-6
  21. Singh, I., Jindal, R. Trust factor-based analysis of user behavior using sequential pattern mining for detecting intrusive transactions in databases. J Supercomput 79, 11101–11133 (2023). https://doi.org/10.1007/s11227-023-05090-w
  22. Trasha Gupta, Rajni Jindal, and Indu Sreedevi. 2023. Empirical Review of Various Thermography-based Computer-aided Diagnostic Systems for Multiple Diseases. ACM Trans. Intell. Syst. Technol. 14, 3, Article 56 (June 2023), 33 pages. https://doi.org/10.1145/3583778
  23. Sisodia, A., Jindal, R. An effective model for healthcare to process chronic kidney disease using big data processing. J Ambient Intell Human Comput 14, 1–17 (2023). https://doi.org/10.1007/s12652-022-03817-w
  24. Sharma, P., Jindal, R., & Borah, M. D. (2023). Blockchain-based distributed application for multimedia system using hyperledger fabric. Multimedia Tools and Applications, 83(1), 2473-2499. https://doi.org/10.1007/s11042-023-15690-6
  25. Malhotra, A. and Jindal, R. (2024). Xai transformer based approach for interpreting depressed and suicidal user behavior on online social networks. Cognitive Systems Research, 84, 101186. https://doi.org/10.1016/j.cogsys.2023.101186
  26. Kirti Jain, Rajni Jindal, “NLP-enabled Recommendation of Hashtags for Covid based Tweets using Hybrid BERT-LSTM Model”, Transactions on Asian and Low-Resource Language Information Processing, 2024. (SCIE, ACM, IF: 2, Published)
  27. Minni Jain, Rajni Jindal, Amita Jain, “Automatic Construction of Interval-Valued Fuzzy Hindi WordNet using Lexico-Syntactic Patterns and Word Embeddings”, Transactions on Asian and Low-Resource Language Information Processing, 2024. (SCIE, ACM, Published).
  28. Anshu Malhotra, Rajni Jindal, (2024), “Xai transformer based approach for interpreting depressed and suicidal user behavior on online social networks”, Cognitive Systems Research 84, 101186.
  29. S Patidar, R Jindal, N Kumar, (2024), “A secure and energy-efficient edge computing improved SZ 2.1 hybrid algorithm for handling iot data stream”, Multimedia Tools and Applications, 1-32.
  30. S Patidar, N Kumar, R Jindal, (2024), “IoT Data Stream Handling, Analysis, Communication and Security Issues: A Systematic Survey”Wireless Personal Communications, 1-50.
  31. M Jain, R Jindal, A Jain, (2024), “Lexical Semantics Identification Using Fuzzy Centrality Measures and BERT Embedding”, National Academy Science Letters 47 (3), 329-333.
  32. N Seth, N Patel, R Jindal, (2024), “Enhancing Resilience of Deepfake Detection using Adversarial Frequency Masking”, Grenze International Journal of Engineering & Technology (GIJET) 10.
  33. M Jain, R Jindal, A Jain, (2024), “Code?mixed Hindi?English text correction using fuzzy graph and word embedding”,Expert Systems 41 (7), e13328.
  34. I Singh, R Jindal, (2024), “Outlier based intrusion detection in databases for user behaviour analysis using weighted sequential pattern mining”, International Journal of Machine Learning and Cybernetics 15 (7), 2573-2593.
  35. M Jain, R Jindal, A Jain,(2024), “DoSLex: automatic generation of all domain semantically rich sentiment lexicon”,Language Resources and Evaluation, 1-28.
  36. M Jain, R Jindal, A Jain, (2024), “An experimental study of game theory with various word embeddings for automatic extractive text summarization”, Multimedia Tools and Applications, 1-23.
  37. S Seniaray, R Jindal, (2024), “Performance Analysis of Anomaly-Based Network Intrusion Detection Using Feature Selection and Machine Learning Techniques”,Wireless Personal Communications, 1-31.
  38. T Gupta, I Sreedevi, R Jindal, (2024), “Segmenting hotspots from medical thermal images using Density-based modified FC-PcFS with spatial information”, Quantitative InfraRed Thermography Journal, 1-37.
  39. S Seniaray, Rajni Jindal, (2024), "Enhanced Anomaly-based Network Intrusion Detection Leveraging a Modified Picture Fuzzy Clustering Approach" accepted for publication in " The Journal of Cluster Computing"
  40. Kirti Jain, Rajni Jindal, (2025) "Optimisation-based Noise Filtering Among User-CentricTweets to Improve Predictions in Reccomendation System", accepted for publication in "The Journal of Supercomputing", Impact Factor: 2.5 (Springer; SCIE Indexed).
  41. Diksha Ruhela,Rajni Jindal ,"Design and Simulation of all Optical 2x2 Bit Reversible Multiplier Using RSOA- based Switches Accepted For Publication in Indian Journal Of Purew And Applied Physics (IJPAP)". impact factor :0.8(CSIR-NIScPR,SCIE indexed)

List of Publications( International/National Journal/Conference)

  1. D.Ruhela, & R.Jindal (2025). Low-power computing with reversible logic: a modular approach to Vedic multiplication. Journal of Computational Electronics, 24(5), 155.
  2.  S.Kumar, & R.Jindal (2025). Cyberscan: Cybersecurity auditing tools review. AIP Conference Proceedings 3297(1), 020002.
  3. S.Seniaray, & R.Jindal, (2025). Real-Time Network Intrusion Detection Using Hybrid Incremental Learning Approach. International Conference On Innovative Computing And Communication, 467-478.
  4. T.Gupta, Indu, S., & R.Jindal (2024). 2-Phase Framework of Suspicious Region Identification in Medical Thermal Images. 2024 1st International Conference on Sustainability and Technological  Advancements in Engineering Domain (SUSTAINED)
  5. K.Jain, & R.Jindal (2024). Bridging Gap Between Semantic Understanding and Linguistic Quality in Recommender Systems: A Semantic Recommendation Score (SRS) for Evaluation. International Conference on Computing and Communication Networks, 341-349.
  6. R.Jindal, & A.Malhotra (2024). Leveraging Deep Active Learning and Large Language Models for Cost-Efficient Categorization of User-Generated Content. International Conference on Data Analytics & Management, 551-568.
  7. S Seniaray, Rajni Jindal, (2024), "Enhanced Anomaly-based Network Intrusion Detection Leveraging a Modified Picture Fuzzy Clustering Approach" accepted for publication in " The Journal of Cluster Computing"
  8. Kirti Jain, Rajni Jindal, (2025) "Optimisation-based Noise Filtering Among User-CentricTweets to Improve Predictions in Reccomendation System", accepted for publication in "The Journal of Supercomputing", Impact Factor: 2.5 (Springer; SCIE Indexed).
  9. Diksha Ruhela,Rajni Jindal ,"Design and Simulation of all Optical 2x2 Bit Reversible Multiplier Using RSOA- based Switches Accepted For Publication in Indian Journal Of Purew And Applied Physics (IJPAP)". impact factor :0.8(CSIR-NIScPR,SCIE indexed)
  10. Kirti Jain, Rajni Jindal, (2025), “A walkthrough of various accuracy measurement metrics for recommendation systems”, AIP Conference Proceedings 3162 (1).
  11. T Gupta, I Sreedevi, R Jindal, (2024), “Segmenting hotspots from medical thermal images using Density-based modified FC-PcFS with spatial information”, Quantitative InfraRed Thermography Journal, 1-37.
  12. S Seniaray, R Jindal, (2024), “Performance Analysis of Anomaly-Based Network Intrusion Detection Using Feature Selection and Machine Learning Techniques”,Wireless Personal Communications, 1-31.
  13. M Jain, R Jindal, A Jain, (2024), “An experimental study of game theory with various word embeddings for automatic extractive text summarization”, Multimedia Tools and Applications, 1-23.
  14. M Jain, R Jindal, A Jain,(2024), “DoSLex: automatic generation of all domain semantically rich sentiment lexicon”,Language Resources and Evaluation, 1-28.
  15. I Singh, R Jindal, (2024), “Outlier based intrusion detection in databases for user behaviour analysis using weighted sequential pattern mining”, International Journal of Machine Learning and Cybernetics 15 (7), 2573-2593.
  16. M Jain, R Jindal, A Jain, (2024), “Code?mixed Hindi?English text correction using fuzzy graph and word embedding”,Expert Systems 41 (7), e13328.
  17. P Meena, M Raj, R Jindal, (2024), “Enhanced Credit Card Fraud Detection: A Machine Learning Approach”, 2023 4th International Conference on Intelligent Technologies (CONIT), 1-6.
  18. N Seth, N Patel, R Jindal, (2024), “Enhancing Resilience of Deepfake Detection using Adversarial Frequency Masking”, Grenze International Journal of Engineering & Technology (GIJET) 10.
  19. M Jain, R Jindal, A Jain, (2024), “Lexical Semantics Identification Using Fuzzy Centrality Measures and BERT Embedding”, National Academy Science Letters 47 (3), 329-333.
  20. K Jaluthria, K Singh, M Sharma, R Jindal, (2024), “Sentiment Analysis of Unified Payments Interface (UPI) Payment App Review using Machine Learning Algorithm”, 2024 5th International Conference for Emerging Technology (INCET), 1-6.
  21. S Patidar, N Kumar, R Jindal, (2024), “IoT Data Stream Handling, Analysis, Communication and Security Issues: A Systematic Survey”Wireless Personal Communications, 1-50.
  22. P Bisherwal, P Srivastava, R Kumar, R Jindal, (2024) “A Novel Approach to Image Synthesis: Using Stack GAN to Enhance Cybersecurity Application of Generative AI”2024 International Conference on Intelligent Systems for Cybersecurity (ISCS).
  23. S Patidar, R Jindal, N Kumar, (2024), “A secure and energy-efficient edge computing improved SZ 2.1 hybrid algorithm for handling iot data stream”, Multimedia Tools and Applications, 1-32.
  24. Anshu Malhotra, Rajni Jindal, (2024), “Xai transformer based approach for interpreting depressed and suicidal user behavior on online social networks”, Cognitive Systems Research 84, 101186.
  25. Minni Jain, Rajni Jindal, Amita Jain, “Automatic Construction of Interval-Valued Fuzzy Hindi WordNet using Lexico-Syntactic Patterns and Word Embeddings”, Transactions on Asian and Low-Resource Language Information Processing, 2024. (SCIE, ACM, Published).
  26. Kirti Jain, Rajni Jindal, “NLP-enabled Recommendation of Hashtags for Covid based Tweets using Hybrid BERT-LSTM Model”, Transactions on Asian and Low-Resource Language Information Processing, 2024. (SCIE, ACM, IF: 2, Published)
  27. Malhotra, A. and Jindal, R. (2024). Xai transformer based approach for interpreting depressed and suicidal user behavior on online social networks. Cognitive Systems Research, 84, 101186. https://doi.org/10.1016/j.cogsys.2023.101186
  28. Sharma, P., Jindal, R., & Borah, M. D. (2023). Blockchain-based distributed application for multimedia system using hyperledger fabric. Multimedia Tools and Applications, 83(1), 2473-2499. https://doi.org/10.1007/s11042-023-15690-6
  29. Sisodia, A., Jindal, R. An effective model for healthcare to process chronic kidney disease using big data processing. J Ambient Intell Human Comput 14, 1–17 (2023). https://doi.org/10.1007/s12652-022-03817-w
  30. Trasha Gupta, Rajni Jindal, and Indu Sreedevi. 2023. Empirical Review of Various Thermography-based Computer-aided Diagnostic Systems for Multiple Diseases. ACM Trans. Intell. Syst. Technol. 14, 3, Article 56 (June 2023), 33 pages. https://doi.org/10.1145/3583778
  31. Singh, I., Jindal, R. Trust factor-based analysis of user behavior using sequential pattern mining for detecting intrusive transactions in databases. J Supercomput 79, 11101–11133 (2023). https://doi.org/10.1007/s11227-023-05090-w
  32. Malhotra, R., Massoudi, M. & Jindal, R. Shifting from traditional engineering education towards competency-based approach: The most recommended approach-review. Educ Inf Technol 28, 9081–9111 (2023). https://doi.org/10.1007/s10639-022-11568-6
  33. Kirti Jain, Rajni Jindal, Sampling and noise filtering methods for recommender systems: A literature review, Engineering Applications of Artificial Intelligence, Volume 122, 2023, 106129, ISSN 0952-1976, https://doi.org/10.1016/j.engappai.2023.106129.
  34. Singh, I., Jindal, R. Outlier based intrusion detection in databases for user behaviour analysis using weighted sequential pattern mining. Int. J. Mach. Learn. & Cyber. (2023). https://doi.org/10.1007/s13042-023-02049-4
  35. Jain, M., Jindal, R. & Jain, A. Lexical Semantics Identification Using Fuzzy Centrality Measures and BERT Embedding. Natl. Acad. Sci. Lett. (2023). https://doi.org/10.1007/s40009-023-01310-2
  36. Jain, M., Jindal, R., & Jain, A. (2023). Code-mixed Hindi-English text correction using fuzzy graph and word embedding. Expert Systems, e13328. https://doi.org/10.1111/exsy.13328
  37. S. Jain, S. Narayan, T. N. Antoo and R. Jindal, "Comparative Study of Image-Based Fire Detection Algorithms," 2023 14th International Conference on Computing Communication and Networking Technologies (ICCCNT), Delhi, India, 2023, pp. 1-5, doi: 10.1109/ICCCNT56998.2023.10306529.
  38. Jain, M., Jindal, R., Jain, A. (2023). Automatic Keyphrase Extraction Using Fuzzy-Based Evolutionary Game Theory Approach. In: Swaroop, A., Polkowski, Z., Correia, S.D., Virdee, B. (eds) Proceedings of Data Analytics and Management. ICDAM 2023. Lecture Notes in Networks and Systems, vol 787. Springer, Singapore. https://doi.org/10.1007/978-981-99-6550-2_13
  39. Jha, H., Khanna, M., Jhawar, H., Jindal, R. (2023). Performance Analysis of Deep Neural Network for Intrusion Detection Systems. In: Choudrie, J., Mahalle, P.N., Perumal, T., Joshi, A. (eds) ICT with Intelligent Applications. ICTIS 2023. Lecture Notes in Networks and Systems, vol 719. Springer, Singapore. https://doi.org/10.1007/978-981-99-3758-5_41
  40. Jain, M., Jindal, R., Jain, A. (2023). Building Domain-Specific Sentiment Lexicon Using Random Walk-Based Model on Common-Sense Semantic Network. In: Hassanien, A.E., Castillo, O., Anand, S., Jaiswal, A. (eds) International Conference on Innovative Computing and Communications. ICICC 2023. Lecture Notes in Networks and Systems, vol 537. Springer, Singapore. https://doi.org/10.1007/978-981-99-3010-4_17
  41. Shrivastav, A., Vadlamani, L.S.S., Jindal, R. (2023). GanCOV: A Deep Learning and GAN-Based Algorithm to Detect COVID-19 Through Lung X-Ray Scans. In: Hassanien, A.E., Castillo, O., Anand, S., Jaiswal, A. (eds) International Conference on Innovative Computing and Communications. ICICC 2023. Lecture Notes in Networks and Systems, vol 537. Springer, Singapore. https://doi.org/10.1007/978-981-99-3010-4_13
  42. A. Raj, R. Jindal, A. K. Singh and A. Pal, "A Study of Recent Advancements in Deep Learning for Natural Language Processing," 2023 IEEE World Conference on Applied Intelligence and Computing (AIC), Sonbhadra, India, 2023, pp. 300-306, doi: 10.1109/AIC57670.2023.10263979.
  43. S. Jain, S. Chand, S. K. Sharma and R. Jindal, "Styled-QReal: A real-time technique for QR code stylisation," 2023 International Conference on Computer, Electronics & Electrical Engineering & their Applications (IC2E3), Srinagar Garhwal, India, 2023, pp. 1-6, doi: 10.1109/IC2E357697.2023.10262640.
  44. Sunny and R. Jindal, "Evaluating Performance Of Convolution Neural Networks And Their Ensembles For Face Mask Classification," 2023 International Conference on Computational Intelligence and Sustainable Engineering Solutions (CISES), Greater Noida, India, 2023, pp. 289-294, doi: 10.1109/CISES58720.2023.10183575.
  45. Sunny and R. Jindal, "Comparative Study of Image Processing Neural Networks using Face Mask Dataset," 2023 International Conference on Advances in Electronics, Communication, Computing and Intelligent Information Systems (ICAECIS), Bangalore, India, 2023, pp. 194-198, doi: 10.1109/ICAECIS58353.2023.10170652.
  46. N. Singla, M. Taneja, N. Goyal and R. Jindal, "Feature Fusion and Multi-Stream CNNs for ScaleAdaptive Multimodal Sign Language Recognition," 2023 9th International Conference on Advanced Computing and Communication Systems (ICACCS), Coimbatore, India, 2023, pp. 1266-1273, doi: 10.1109/ICACCS57279.2023.10112915.
  47. M. Agrawal, M. A. Anwar and R. Jindal, "FedCER - Emotion Recognition Using 2D-CNN in Decentralized Federated Learning Environment," 2023 6th International Conference on Information Systems and Computer Networks (ISCON), Mathura, India, 2023, pp. 1-5, doi: 10.1109/ISCON57294.2023.10112028.
  48. Jindal, R., Sriram, V., Aggarwal, V., Jain, V. (2023). Text to Image Generation Using Gan. In: Ranganathan, G., Bestak, R., Fernando, X. (eds) Pervasive Computing and Social Networking. Lecture Notes in Networks and Systems, vol 475. Springer, Singapore. https://doi.org/10.1007/978-981-19-2840-6_51
  49. Sharma, P., Jindal, R. & Borah, M.D. A review of smart contract-based platforms, applications, and challenges. Cluster Comput 26, 395–421 (2023). https://doi.org/10.1007/s10586-021-03491-1
  50. Kirti Jain, Rajni Jindal, “A Survey on Hashtag Recommendations”, 27th Conference of the Open Innovations Association FRUCT, Italy, ISSN: 2305-7254, pp. 323-327, 2020. (Published)
  51. Kirti Jain, Rajni Jindal, “A Walkthrough of Various Accuracy Measurement Metrics for Recommendation Systems”, International Conference on Emerging Technologies in Engineering and Science. (Presented)
  52. D. Ruhela and R. Jindal, "All-Optical N-Bit Reversible Complex Multiplier," 2022 8th International Conference on Signal Processing and Communication (ICSC), Noida, India, 2022, pp. 565-570, doi: 10.1109/ICSC56524.2022.10009114.
  53. Chingmuankim and R. Jindal, "Classification and Analysis of Textual data using Naive Bayes with TF-IDF," 2022 4th International Conference on Electrical, Control and Instrumentation Engineering (ICECIE), KualaLumpur, Malaysia,  2022, pp. 1-9, doi: 10.1109/ICECIE55199.2022.10000309.
  54. Sumedha Seniaray, Rajni Jindal (2022). “Machine Learning-Based Network Intrusion Detection System”. In: Smys, S., Bestak, R., Palanisamy, R., Kotuliak, I. (eds) Computer Networks and Inventive         Communication Technologies .              Lecture Notes on Data Engineering and Communications Technologies, vol 75. Springer, Singapore. https://doi.org/10.1007/978-981-16-3728-5_13
  55. Chingmuankim, Jindal, R. (2022). AI Powered Language Teaching Bot Using Dialogflow. In: Fong, S., Dey, N., Joshi, A. (eds) ICT Analysis and Applications. Lecture Notes in Networks and Systems, vol 314. Springer, Singapore. https://doi.org/10.1007/978-981-16-5655-2_40
  56. Pratima Sharma, Rajni Jindal, and Malaya Dutta Borah, “Blockchain-based Decentralized Architecture for Cloud Storage System,” Journal of Information Security and Applications, vol. 62, pp. 2214-2126, 2021.
  57.  Pratima Sharma, Rajni Jindal, and Malaya Dutta Borah, “A Review of Blockchain-based Applications and Challenges,” Wireless Personal Communications: An International Journal, Springer, 2021.
  58. Pratima Sharma, Rajni Jindal, and Malaya Dutta Borah, “Blockchain-based Cloud Storage System with CP-ABE based Access Control and Revocation Process,” Journal of Supercomputing, Springer, 2021.
  59.  Pratima Sharma, Rajni Jindal, and Malaya Dutta Borah, “A Review of Smart Contract-based Platforms, Applications, and Challenges,” Cluster Computing, Springer, 2021.
  60. Rajni Jindal, Diksha Ruhela, “All-optical n-bit multiplier design using machzehnder interferometer,” IEEE INCET, 2021
  61. Rajni Jindal, Indu Singh, “Detecting malicious transactions in database using hybrid metaheuristic clustering and Frequent Sequential Pattern Mining”, published in Cluster Computing Journal, Springer 2022. https://doi.org/10.1007/s10586-022-03622-2(SCI-E, IF 2.303).
  62. Rajni Jindal, Neetesh Kumar, Sanjay Patidar " IoT streamed data handling model using delta encoding" in the international journal of Communication Systems Volume 35, Issue 13 ,June 2022 (SCI-E, IF 1.882) https://doi.org/10.1002/dac.5243
  63. Sisodia, Amrita, and Rajni Jindal. "An effective model for healthcare to process chronic kidney disease using big data processing." Journal of Ambient Intelligence and Humanized Computing (2022): 1-17. (SCI-E, IF: 7.104)https://doi.org/10.1007/s12652-022-03817-w
  64. Indu Singh, and Rajni Jindal, "Expectation maximization clustering and sequential pattern mining based approach for detecting intrusive transactions in databases," Multimedia Tools and Applications, vol. 80, pp. 27649–27681, 2021. https://doi.org/10.1007/s11042-021-10786-3
  65. Amrita Sisodia, and Rajni Jindal, "A meta-analysis of industry 4.0 design principles applied in the health sector," Engineering Applications of Artificial Intelligence, vol. 104, pp. 1-15, 2021.
  66. Rajni Jindal: Malhotra, R., Massoudi, M. & Jindal, R. An alumni-based collaborative model to strengthen academia and industry partnership: The current challenges and strengths. Educ Inf Technol (2022) (SCI-E, IF: 3.666) https://doi.org/10.1007/s10639-022-11276-1
  67. Shivani Jain, Rajni jindal, K.R.Seeja, "A Fuzzy Ontology Framework in Information Retrieval using Semantic Query Expansion" International Journal of Information Management Data Insights
  68. Nikhil Bansal, Nitin Chawla, Sanskriti Singhal, Rajni Jindal "IMPROVING TRADITIONAL STOCK MARKET PREDICTION ALGORITHMS USING COVID-19 ANALYSIS" in the 3rd IEEE Conference on Emerging Smart Computing & Informatics 2021, Pune, 5- 7 March 2021
  69. Diksha,  Devyani Sinha, Ayush Garg, Rajni Jindal "A Study of Machine Learning Techniques for Fake News Detection and Suggestion of an Ensemble Model" in the INTERNATIONAL CONFERENCE ON INNOVATIVE COMPUTING AND COMMUNICATION ( ICICC 2020- 2021), Delhi/Virtual ,20th and 21st February, 2021
  70. Sakshi Vatsa, Mansi Garg,Surbhi Mathur,Rajni Jindal " COVID-19 TWEET ANALYSIS USING HYBRID KEYWORD EXTRACTION APPROACH" accepted  In The International Conference on Communication Systems and Network Technologies (CSNT2021) , Bhopal, 24 - 25 April 2021
  71.  Rajni Jindal, Sachin Singla, Priyesh Agarwal, Rishabh Singh" Food Recognition and Calorie Estimation using Convolutional Neural Networks" in the Twelfth International Conference on Recent Trends in Information, Telecommunication and Computing – ITC 2021 Bengaluru, India (Virtual), 27-28 january 2021
  72. Swapnil Shalini, Shahzeb, Shivani, Rajni Jindal "  High capacity Reversible data hiding scheme using prediction tuning model" in the  INTERNATIONAL CONFERENCE ON COMPUTER    COMMUNICATION AND INFORMATICS  ( ICCCI 2021)  Coimbatore(Presented Online)27-29 january 2021
  73. Shreyans Jain, Shristi Dabola, Shikhar Binjola, Rajni Jindal "AlignPIN: Indirect PIN Selection For Protection Against Repeated Shoulder Surfing"In the 11th International Conference on Cloud Computing, Data Science & Engineering: Confluence 202, Amity University,Noida, India 28th - 29th January, 2021
  74. Rajni Jindal and Anshu Malhotra "Efficacious Governance during pandemics like Covid-19 using Intelligent Decision Support Framework for User Generated Content" Accepted at 2ND DOCTORAL SYMPOSIUM ON COMPUTATIONAL INTELLIGENCE (DOSCI 2021)6th March,2021 , Lucknow, India.
  75. Trasha Gupta,  Rajni Jindal, S. Indu "Empirical Analysis of Thermography Effectiveness for Health Diagnosis" in The 2020 International Conference on Computational Science and Computational Intelligence,    (CSCI'20: December 16-18, 2020, Las Vegas, USA).
  76. Rajni Jindal, K.R. Seeja, Shivani Jain "Construction of Domain Ontology utilizing Formal Concept Analysis and Social Media Analytics" in the International Journal of Cognitive Computing in Engineering, (2020) 62–69.
  77. Massoud Massoudi, Ruchika Malhotra and Rajni Jindal "An Innovative Approach:Coupling Project Based Learning and Game Based Approach in Teaching Software Engineering Courese" in  IEEE INTERNATIONAL CONFERENCE on Technology, Engineering, Management for Societal impact using Marketing, Entrepreneurship and Talent (TEMSMET)” to be held on 10th December 2020, by IEEE TEMS Global and REVA University, Bengaluru, India.
  78. Massoud Massoudi, Ruchika Malhotra and Rajni Jindal: "Software Engineering Education and Training In Afghanistan: Status, Issues and Comparative Study of The Two SE Departments" in 2020 IEEE INTERNATIONAL CONFERENCE on Technology, Engineering, Management for Societal impact using Marketing, Entrepreneurship and Talent (TEMSMET)” to be held on 10th December 2020, by IEEE TEMS Global and REVA University, Bengaluru, India.
  79. Sanjay patidar , Rajni Jindal "IoT Stream Data Compression Using LDPC Coding" in FICTA-2020  held at NIT, Surathkal, India, 04-05 January 2020 and publication in Springer AISC series.
  80. Rajni Jindal, Neetesh Kumar and Hitesh Nirwan, "MTFCT: A Task Offloading Approach for Fog Computing and Cloud Computing", 10th International Conference on Cloud Computing, Data Science and Engineering (CONFLUENCE), Amity University, Noida, 29th-31th January, 2020.
  81. Sanjay patidar, Rajni Jindal "IoT Stream Data Compression Using LDPC Coding" in FICTA-2020 held at NIT, Surathkal, India, 04-05 January 2020 and publication in Springer AISC series.
  82. Pratima Sharma, Rajni Jindal, and Malaya Dutta Borah, “Blockchain Technology for Cloud Storage: A Systematic Literature Review”, ACM Computing Surveys, 53, 4, 2020. (SCI Indexed, IF: 7.9)
  83. Pratima Sharma, Rajni Jindal, and Malaya Dutta Borah, “Healthify: A Blockchain-based Distributed Application for Healthcare”, Accepted in edited book entitled Application of Blockchain Technology in Healthcare, Springer Book Series "Studies in Big Data". Book chapter
  84. Anshu Malhotra, Rajni Jindal: Multimodal Deep Learning based Framework for Detecting Depression and Suicidal Behaviour by Affective Analysis of Social Media Posts. EAI Endorsed Trans. Pervasive Health Technol. 6(21): e1 (2020)
  85. Rajni Jindal , Anshu Malhotra "Multimodal Deep Learning Architecture for Identifying Victims of Online Death games"  at Springer International Conference on Data Analytics & Management 2020 held on 24th June 2020.
  86. Sarthak Aggarwal and Saanidhi. State of the Art Methodology for Prediction of Patient’s Mortality within the Early Hours of ICU, ICTIS 2020 (International Conference on Information and Communication Technology for Intelligent Systems 2020), International Journal of Advanced Science and Technology
  87. Aditya Kulraj Kunwar, Anupreet Kaur, and Bramhdeep Singh Jakhar. Wildfire simulation using satellite imaging and deep learning. ICESC 2020(International Conference on Electronics and Sustainable Communication Systems)
  88. Shubham Dhiman, Siddhant Bhambri, and Tenzin Singhay Bhotia. Leveraging Attention rand Language Modelling to Adversarially Attack BERT. International Journal of Advanced Science and Technology
  89. Abdul Ahad Khan, Aditya Shyam Bazari, and Aditya Singh. Based on Scalable Blockchain for Domestic Internet of Things. 5th International Conference on Communication and Electronics Systems" (ICCES 2020)
  90. Sumanyu Muku, Vaibhav Kumar and Vikas Tomar. Deep Reinforcement Learning Framework for Optimal and Adaptive Cache Replacement.
  91. Prachi Garg and  Ashi Gupta. ML-GAT : Multi-Label Node Classification using Enhanced Graph Attention Network. International Journal of Advanced Science and Technology
  92. Anshika Singh, Shubham Yadava, and Sparsh Shubham. Image Super-Resolution for Vehicle Number Plate Enhancement. International Journal For Advanced Science and Technology
  93. Maitree Leekha, Minkush Manuja, and Mononito Goswami. Towards Social & Engaging Peer Learning. European Conference on Artificial Intelligence, ECAI 2020
  94. Indu Singh, Rajni Jindal, Kanika Pandey, Kripali Agrawal, Kashish Kukreja: Revised Grey Wolf Optimized SVM-KNN Ensemble Based Automated Diagnosis of Breast Cancer. IngÊnierie des Systèmes d Inf. 25(2): 275-284 (2020)
  95. Rajni Jindal, Isha Jain, Isha Saxena, Manish Kumar Chaurasia " Prediction of Sales Using Stacking Classifier"  ICTIS 2020 - Ahmedabad May 2020.
  96. Tanya Garg, Amit Kumar, Saurabh Sachdeva , Rajni Jindal "Fatigue Detection and Alarming Systems" ICCIP 2020, 26 June’20 - 27 June’20 Pune
  97. Laiba Mehnaz, Rajni Jindal " Using Transfer Learning for detecting drug mentions in tweets" ICT4SD 2020 – Goa, July 2020
  98.  Kirti Jain Phd: Kirti Jain, Rajni Jindal, “A Survey on Hashtag Recommendations” 27th IEEE Conference of the Open Innovations Association FRUCT, Italy, ISSN: 2305-7254, pp. 323-327, September 2020.
  99. Rajat Kumar Arya, Rajni Jindal. “Twitter Sentiment Analysis Using N-gram with Naïve bayes Classifier” in International Journal of Advanced Research in Engineering & Technology (IJARET -Volume 11, Issue 6, June 2020).
  100. Rajat Kumar Arya,  Rajni Jindal. “Integrating E-Governance with Data Analytics using Spark” in International Journal of Engineering Science and Computing (IJESC – Volume 10, Issue No. 6, June 2020).
  101. Rajat Kumar Arya, Rajni Jindal. “Sentiment Analysis on Online Product Reviews” in International Journal of New Era Research (IJNER- Volume VII, Issue No. 1, March 2020).
  102. Rajni Jindal, Indu Singh, “A Survey on Database Intrusion Detection: Approaches, Challenges and Application “accepted in International Journal of Intelligent Engineering Informatics (IJIEI), Inderscience 2019 (ESCI indexed).
  103. Abbas Muhammad Zakariya, Rajni Jindal “Arabic Sign Language Recognition System on Smartphone”, 10th International Conference on Computing, Communication and Networking Technologies (ICCCNT), Kanpur, India. IEEE 6 -8 July 2019.
  104. Rajni Jindal, Kirti Jain, “A Review on Recommendation Systems Using Deep Learning”, International Journal of Scientific & Technology Research (IJSTR), ISSN: 2277-8616, Volume 8, Issue 10, October 2019.
  105. Rajni jindal Amrita Sisodia, “Big data analysis for prediction of environmental disease” STEM conference, DTU
  106. Rajni jindal, Amrita Sisodia “Big data analysis for prediction of environmental diseases” accepted for publication in “Asian journal of water, Environment and pollution, 2019
  107. Rajni Jindal, Pankhudi Swaroop, A survey on load balancing techniques in Fog Computing, International Conference on Signal Processing, VLSI and Communication Engineering, 28 -30 March 2019 at DTU
  108. Simon Peter Khabusi and Rajni Jindal "Pressure dependent piped water theft detection with IOT based remote billing and location alert", IEEE/IIAI International Conference on Applied Information Technology (IEEE/IIAI AIT 2019), Yogyakarta Indonesia, 4th-6th November, 2019.
  109. Pratima Sharma, Rajni Jindal and Malaya Dutta Borah, "A Preventive Intrusion Detection Architecture using Adaptive Blockchain Method", International Conference for Big Data, Machine Learning and Applications (BigDML 2019), NIT Silchar, 16th-19th December, 2019.
  110. Pratima Sharma, Rajni Jindal and Malaya Dutta Borah, "Blockchain-based Integrity Protection System for Cloud Storage", 4th Technology Innovation Management and Engineering Science International Conference (TIMES-iCON), Bangkok, Thailand, 11th-13th December, 2019.
  111. Mishu Jain, Rajni Jindal "Accurate Information Extraction from Customer Comments Posted Online" in the International Journal of Recent Technology and Engineering (IJRTE) ISSN: 2277-3878, Volume-8 Issue-4, November 2019.
  112. Jain Shivani, K. R. Seeja, and Rajni Jindal “New Method for Semantic Similarity Assessment using Fuzzy Formal Concept Analysis & Fuzzy Set Similarity Measure.”, International Journal of Recent Technology and Engineering (2018)(Scopus Indexed)
  113. Jain Shivani, K. R. Seeja, and Rajni Jindal. "Identification of New Parameters for Ontology Based Semantic Similarity Measures." EAI Endorsed Trans. Scalable Information Systems (ESCI -Indexed)
  114. Jain Shivani, K. R. Seeja, and Rajni Jindal “A new method for semantic similarity assessment using fuzzy formal concept analysis and fuzzy set similarity measure” in ICRTA-2018, Guntur India. (Conference Dates – 15-16 November, 2018 Guntur, India)
  115. Jain, Shivani, K. R. Seeja, and Rajni Jindal “A new approach for the construction of domain- Ontology utilizing Social Media Analytics” in ICCIDA -2018, Bhubaneswar India. (to be published in Springer proceedings) 25-26 October 2018
  116. Gupta P., Jindal R. and Sharma A., “Community Trolling: An Active LearningApproach for Topic Based Community Detection in Big Data,” Springer Journalof Grid Computing, vol. 16, no. 4, pp. 535-567, 2018. (SCIE IF: 2.8)
  117. Jindal, R. (2018, September). A Novel Method for Efficient Multi-Label Text Categorization of research articles. In 2018 International Conference on Computing, Power and Communication Technologies (GUCON) (pp. 333-336). IEEE.
  118. Jain, Shivani, K. R. Seeja, and Rajni Jindal “Ontology based Semantic Similarity a comparative study on various parameters” In ICCIDA -2018, Bhubaneswar India. (to be published in Springer proceedings) 25-26 October 2018
  119. Dutta Borah M, Jindal R (2018). "A study on Incremental Mining of Frequent Patterns". Journal of Fundamental and Applied Sciences., March 2018, 10(2), 97-112.
  120. Gupta P., Sharma A. and Jindal R., “An Approach for Optimizing the Performance for Apache Spark Applications” in IEEE International Conference On Computing Communication and Automation, Greater Noida, Uttar Pradesh, India, 2018.
  121. Rajni Jindal and Shweta (2018). A Modified Knowledge Discovery Process in the text documents, International Journal of Innovative Computing, Information and Control, ISSN 1349-4198 Volume 14, Number 3, May 2018 pp. 817–832   
  122. Gupta P., Sharma A. and Jindal R., “Community Analysis using Apache Spark and Graphx”, in 2nd International Conference On Sustainable Computing Techniques in Engineering, Science and Management, Belagavi, Karnataka, India, 2017.
  123. Jindal, R., & Taneja, S. (2017). A lexical-semantics-based method for multi-label text categorization using word net. International Journal of Data Mining, Modelling and Management, 9(4),340360.Publisher:Inderscience,[Online]: https://www.inderscienceonline.com/doi/pdf/10.1504/IJDMMM.2017.088412. [Scopus]
  124. Rajni Jindal and Shweta (2017). A Novel Weighted Linguistic Approach to Text Categorization, International Journal of Computer Applications (IJCA), 180(2), pp.9-15.
  125. Jindal, R. and Singhal, A., (2017). Ontology for Learning object Metadata to make contextual search in E-library is accepted and published in International Journal of Control Theory and Applications,10(19).
  126. Jindal R., Singhal A., (2017). Performance Analysis for the Ontology based Intelligent Information Retrieval using Non monotonic Inference Logic using SPARQL is accepted and published in Journal of Computer Science. DOI: 10.3844/jcssp.2017. SCOPUS INDEXED
  127. Jindal, R. and Singhal, A., (2017). A Semantic modeling of Personalized E-Learning System with collaborative refining and content based on Clouds is accepted and will be published in Journal of Engineering and Applied Sciences (Online) - SCOPUS INDEXED.
  128. Rajni Jindal, Ruchika Malhotra, Abha Jain, “Prediction of defect severity by Mining software project reports”, International Journal of System Assurance, Engineering & Management, Springer, vol. 8, no. 2, pp. 334-391, June 2017.
  129. Amrita Sisodia and Rajni Jindal, “Exploring the application of Big Data Analysis in healthcare sector, paper presented and published in IEEE ‘4th annual international conference on Computational Science & Computational Intelligence (CSCI-2017), pp-1455-1458 December 14-16, 2017 at Las Vegas, Nevada, USA.
  130. Jindal R., Taneja S. (2017). A Modified Knowledge Discovery Process in the Text Documents. Accepted for publication in International Journal of Innovative Computing, Information and Control (IJICIC) May 2017.
  131. Rajni Jindal, Alka Singhal , “Ontology for Learning object Metadata to make contextual search in E-library”,  published  in the 2nd  International Conference on Sustainable Computing Techniques in Engineering, Science and Management (SCESM2017), Belagavi,27-28 January, 2017
  132. Rajni Jindal and Shweta (2016). A Wordnet Based Semantic Approach for Dimension Reduction in Multi-label Text Documents.  I J C T A, 9(40), pp. 267-274 Š International SciencePress.http://serialsjournals.com/articles.php?volumesno_id=1145&journals_id=268&volumes_id=848.
  133. Rajni Jindal, Ruchika Malhotra, Abhajain, “Predicting Software Maintenance Effort by Mining Software Project Reports Using Inter-Version Validation” in the International Journal of Reliability, Quality and Safety Engineering Vol. 23, No. 06, 2016
  134. Rajni Jindal, Ruchika Malhotra, Abhajain, “Prediction of Software Maintenance Effort using Text Mining Techniques”, accepted for publication in the International Journal of Innovative Computing, Information and Control, 2016.
  135. Rajni Jindal and Alka Singhal,"Content Rich and Collaborative E-Learning System using Orchestration as Service on Clouds: UniEdu Cloud", accepted for publication for the International Journal of Convergence Computing, under INDERSCIENCE Publication [SCOPUS INDEXED]
  136. Rajni Jindal and Alka Singhal, “E-learning on Clouds: A profitable and efficient  Business Model" published in International Journal of Engineering Technology Management and Applied Sciences [IJETMAS],vol.4. Issue 4, 2016
  137. Rajni Jindal Alka Singhal , “ Learner centric and Adaptive E-library based on Learner Feedback Model”, In proceedings of the International Conference on Inventive Computation Technologies, Coimbatore, India, 26-27 August, 2016.
  138. Rajni Jindal Alka Singhal , “Personalized E-library: A Recommender system based on Learner's Feedback Model”, 8th International, Conference on  Intelligent Human Computer Interaction , ( Accepted) BITS Pilani, 12-13 December, 2016
  139. Indu Singh, Rajni Jindal “Detecting Malicious Transactions using Fuzzy Association Rule Mining”, 5th International Conference on Eco-friendly Computing and communication Systems (accepted), MNIT Bhopal India, 8-9 December 2016.
  140. Preeti Gupta, Arun Sharma, Rajni Jindal “Scalable machine-learning algorithms for big data analytics: a comprehensive review: Scalable machine-learning algorithms for big data analytics”, Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery · September 2016 DOI: 10.1002/widm.1194 (Science Citation Index Expanded)
  141. Malaya Dutta Borah, Rajni Jindal, “An approach for high utility incremental pattern mining”, International Journal of Data Analysis Techniques and Strategies, Inderscience publisher, 2016 [ In press]
  142. ManojSethi and Rajni Jindal, “Distributed Data Association Rule Mining: Tools and Techniques”, in IEEE Proceedings of the 10th INDIACom; 3rd 2016 International Conference on Computing for Sustainable Global Development- BVICAM, New Delhi (INDIA),16th – 18th March, 2016, pp. 576-580.  ISBN: 978-9-3805-4421-2.
  143. Malaya Dutta Borah, Rajni Jindal, “Constraint based Frequent Pattern Mining from Incremental Educational data: Educational Data Mining Approach”. Accepted for publication at the 2016 IEEE International Conference on Teaching and Learning in Education, Universiti Tenaga Nasional, Malaysia, March 1-2, 2016.
  144. Rajni Jindal, Ruchika Malhotra, Abhajain.“Techniques for Text Classification: Literature Review and Current Trends”, Webology, Vol. 12,  No.2 · December 2015
  145. Himali Bajaj, Rajni Jindal, “Thinking beyond WhatsApp”, 2nd International Conference on Computing for Sustainable Global Development (INDIACom), Delhi, India, pp. 1443-1447, 11-13 March, 2015.
  146. Rajni Jindal, Ruchika Malhotra, Abha Jain, “Predicting software maintenance effort by mining software project reports using inter-version validation”, International conference on quality, reliability, infocom technology and business operations, ICQRITBO, December 28-30, 2015
  147. Malaya Dutta Borah, Rajni Jindal, “Constraint based filtering for Incremental Data Mining”, In proceedings of the 7th IEEE International Conference on Computational Intelligence and Communication Networks, Jabalpur, India, December 12-14, 2015.
  148. Rajni Jindal, Malaya Dutta Borah, “Predictive Analytics in Higher Educational Context”, IT Professional, IEEE, Vol. 17, Issue 4, pp. 24-33, 2015 doi: 10.1109/MITP.2015.68, (SCI Expanded, Scopus, (Thomson Reuters)
  149. Rajni Jindal, Malaya Dutta Borah, “A novel approach for mining frequent patterns from incremental data”, International Journal of Data Mining, Modelling and Management, Vol. 8, No.3, Inderscience Publications,2015.  DOI: 10.1504/IJDMMM.2016.079071 (Scopus, Thomson Reuters)
  150. Rajni Jindal and Shweta Taneja, Paper titled, “Ranking in Multi label Classification of Text Documents Using Quantifiers”, in the proceedings of ICCSCE 2015, 5th IEEE Conference on Control System, Computing and Engineering, 27-29 Nov, 2015, Park Royal Penang Resort, Malaysia.  The proceedings are published in IEEE Xplore Digital Library.
  151. Rajni Jindal, Ruchika Malhotra, Abhajain, “Predicting Software Maintenance Effort using Neural Networks”, 4th International conference on Reliability, Infocom Technologies and Optimization, IRCITO, Amity University, Noida, India, September 2-4, 2015.
  152. Rajni Jindal, Ruchika Malhotra, Abhajain, “Mining Defect Reports for Predicting Software Maintenance Effort”, 4th International Conference on Advances in Computing, Communications and Informatics, ICACCI, SCMS, Kochi, India, August 10-13, pp. 270-276,2015
  153. Rajni Jindal and Malaya Dutta Borah, “An approach to generate students’ response on learning environment using Association Rule Mining”, in the 2014 International conference on Data Mining and intelligent Computing (ICDMIC), held at IGDTUW, Delhi-06, India. The proceedings are published in IEEE explore, pp. 1-5, 2014, DOI: 10.1109/ICDMIC.2014.6954225
  154. Rajni Jindal and Shweta,” A Lexical Approach for Text Categorization of Medical Documents”, in the International Conference on Information and Communication Technologies (ICICT 2014), held in Kochi, India, 3-5 Dec. 2014. The proceedings are published in Elsevier Procedia Computer Science and the publication is on sciencedirect.com
  155. Rajni Jindal, Ruchika Malhotra, Abha Jain, “Software Defect Prediction using Neural Networks” in the Third International conference on Reliability, Infocom Technologies and Optimization, (IRCITO), held at amity university, Noida, India, 8-10 Oct 2014.
  156. Rajni Jindal, Ruchika Malhotra, Abha Jain, “Analysis of Software Project Reports for Defect
    Prediction using KNN” accepted for oral presentation and publication in the World Congress on Engineering (WCE14) held in London, U.K., 2-4 July, 2014.
  157. Rajni Jindal,AlkaSinghal,"A Quality Model for E-Learning as a Service in Cloud Computing Framework", International Journal of Soft Computing and Software Engineering [JSCSE], Vol. 3, No. 3, pp. 816-820, 2013, Doi: 10.7321/jscse.v3.n3.123
  158. Rajni Jindal, Alka Singhal, “Ontology for Learning object Metadata to enhance concept for Collaborative learning” accepted for presentation in the International Conference on Research and Sustainable Business (ICRSB2014) held during March 8-9, 2014 in IIT Roorkee.
  159. Anshu Yadav, Aruna Bhatt, Rajni Jindal, “Stack implementation of adjacency list for representation of graphs” accepted for presentation in the 4th International conference on Mega Trends of IT, CONFLUENCE 2013 held on 26th - 27th Sept. 2013 at Amity University Uttar Pradesh, Noida, India.
  160. Rajni Jindal, Upasna Bhandari, "Serendipitous Recommendations for mobile Apps using Item-item Similarity Graph" at the Ninth Asia Information Retrieval Societies Conference (AIRS 2013) December 09-11, 2013, Singapore.
  161. Shweta Taneja, Rajni Jindal, “Text Categorization – A Review” presented at the Third International Conference on Computational Intelligence and Information Technology (CIIT 2013) organized by the ACEEE and sponsored by the ISTE held in Mumbai, India during Oct 18-19, 2013. The proceedings are published in Elsevier.
  162. Rajni Jindal, Malaya Dutta Borah, “A Survey on Educational Data Mining and Research Trends”, International Journal of Database Management Systems (IJDMS), Vol.5, No.3, pp.53-74, June 2013.
  163. Rajni Jindal, Alka Singhal, " A Quality model for E-learning as a Service in cloud computing framework" in the proceedings of International Conference on Soft Computing and Software Engineering 2013 (SCSE'13), 1-2 March 2013, San Francisco USA.
  164. Rajni Jindal and Shweta Taneja, “U-STRUCT: A Framework for Conversion of    Unstructured text documents into Structured form” published by Springer in Communications in Computer and Information Sciences vol. 361, pp 59-6, 2013.
  165. Rajni Jindal, Malaya Dutta Borah “Predicting Time Complexity and Accuracy of Branch Decision using Modified Heuristic Function”, 3rd IEEE International Conference on Engineering (NUiCONE 2012), 06-08 December 2012, Ahmedabad, India.
  166. Brahmraj Singh Rawat, Anwar shaikh, Rajni Jindal, “Handling Erroneous Reviews in Opinion Mining”, ‘International conference on recent trends of computer technology in academia (ICRTCTA)’, 21-23 April 2012, Rajasthan, India.
  167. Anwar Shaikh and Rajni Jindal, “Join Query Processing in MapReduce Environment” in the LNICST vol. 108, p. 275-280 published by Springer 2012.
  168. Nishant Mathur, Sumit Kumar, Santosh Kumar, and Rajni Jindal, "The Base Strategy for ID3 Algorithm of Data Mining Using Havrda and Charvat Entropy Based on Decision Tree," International Journal of Information and Electronics Engineering vol. 2, no. 2, pp. 253-258, 2012.
  169. Rajni Jindal and Shweta Taneja “Comparative study of Data warehouse design Approaches: A survey” in the international journal of database Management Systems vol. 4 No. 1 Feb 2012.
  170. Rajni Jindal and Alka Singhal “Social Networking based E-Learning System on Clouds” in the international journal of Computer Applications vol 41 No. 18, 2012.
  171. Kusum lata and Rajni jindal " Spatial Association Rule Mining in Image Databases Using 17-DLT” in the International Journal of Engineering and Research, 2011.
  172. Daya Gupta, Dilpreet Singh Kohli and Rajni Jindal "Taxonomy of Tree Based Classification Algorithm" in the proceedings of 2nd International Conference on Computer and Communication Technology (ICCCT), 2011.15-17 Sept. 2011 INDIA. 33-40 IEEE Xplore. IEEE Catalogue Number: CFP11ICB-ART.
  173. Daya Gupta, Rajni Jindal, Malaya Dutta Borah, “A Knowledge Discovery based Decision Technique in Engineering Education Planning”, International Conference on Data Mining, November 17-19, 2011, Ghaziabad India.
  174. Malaya Dutta Borah, Rajni Jindal, Daya Gupta, Ganesh Ch. Deka “Application of knowledge based decision technique to Predict student’s enrollment decision”, published in the International Conference on Recent Trends in Information Systems December 21-23, 2011 Kolkata, India The proceedings are published in IEEE,pp. 180-184, DOI: 10.1109/ReTIS.2011.6146864.
  175. GouravBathla, Rajni Jindal,” Similarity Measures of Research Papers and Patents using Adaptive and Parameter Free Threshold” in International Journal of Computer Applications (IJCA) Volume 33– No.5, 9 - 13, November 2011.
  176. Nishant Mathur, Rajni Jindal,“The Base Strategy for ID3 Algorithm of Data mining using Havrda and Charvat Entropy Based on Decision Tree” in the IEEE 2011 International Conference on Network Communication and Computer (ICNCC 2011) March, New Delhi.
  177. Rajni Jindal and GouravBathla "Document Ranking and Classification Based on Cosine Similarity and Parameter Free Threshold" in the proceedings of 5th International multi-conference on Intelligent Systems, Sustainable, New and Renewable Energy Technology & Nanotechnology (IISN-2011), February 18 - 20, 2011, ISTK Klawad.
  178. Rajni Jindal and Shraddha Singhal, "Finite state Automata Evolution using Modular approach" in the Journal of Algorithms & Computational Technology vol. 4(4), 495-509, ISSN 1748-3018, Nov. 2010.
  179. Kusum Lata and Rajni Jindal "A survey on Image mining using association rules" in the proceedings of national conference on applications of computer science in rural development 2010, Chhattisgarh, India.
  180. Daya Gupta, Rajni Jindal, Vaibhav Verma, Dilpreet Singh Kohli, Shashi Kant Sharma, “Predicting student’s behaviour in education using J48 algorithm analysis tools in WEKA environment" in BIDW2010 Singapore, 2010.
  181. Rajni Jindal, Puneet Kumar, Akhil Jindal, Nikhil Jindal, Sidharth Chhabra, Varunn Kaushik “A Novel Software Architecture for Network Security Testing” in the proceedings of 4th National Conference INDIACom-2010, Computing for Nation Development, 195-198, Delhi, Feb 2010.
  182. Rajni Jindal “Data Preparation for Social Network Website Analysis”, accepted for the Third International Conference on Internet Technologies and Applications (ITA 09) North Wales, UK, 8-11 September 2009.
  183. Sunil Kr. Singh, M. P. S. Bhatia, Rajni Jindal “Architectural Modeling for Hardware and Software in Reconfigurable Embedded System in the International Journal of Recent Trends in Engineering, Issue on Computer Science (IJRTE) ISSN 1797-9617, Vol. 1, No. 1, 575-578, May 2009.
  184. P.C. Saxena, Asok De, Rajni Jindal, “Mining Frequent Phrase Patterns of Keywords from Text Data” in the Asian Journal of Information Technology 7 (11): 494-497, 2008.
  185. Sunil Kr. Singh, M.P.S.Bhatia,  Rajni Jindal, “ Design Issues of Reconfigurable Embedded System architectures” in the proceedings of the International Conference on Advanced Computing Technologies(ICACT 08), 84-89, Delhi, 26-27 Dec. 2008.
  186. Anaya Lonkar, Ankur Khetrapal, Aadith Raman, Sandeep Dalmia, Rajni Jindal “Bio-Inspired Approach to distributed temporal certificate revocation in VANETs'” accepted for the 2nd International Conference on New Technologies, Mobility and Security IEEE NTMS 2008 Tangier, Morroco, Nov. 2008.
  187. Rajni Jindal and Alka Singhal, “An approach for targeted advertising in e-buisness using pragmatic and semantic web concept” in the proceedings of 1st International conference on semantic e-business and enterprise computing (SEEC2008), Cochin, 149-153, 17-19 September, 2008. ISBN: 978-81-907337-0-0.
  188. Rajni Jindal and CharuBashiyan, "Reduced Order Modelling of Linear Multivariable Systems using Eigen Spectrum Analysis and Cauer Second Form" in the proceedings of the 4th National Conference on Machine Intelligence NCMI-2008, Centre for Advanced Technology and IETE Chandigarh Centre, Haryana, 21-26, August, 2008.
  189. Rajni Jindal and Alka Singhal, “A Targeted Advertising model for E-Business using Pragmatic Patterns and Context Ontologies” in the proceedings of First IEEE International Conference on the Application of Digital Information and Web Technologies (ICADIWT 2008) in Ostrava, Czech Republic, August 4-6, 2008.
  190. Alka Singhal, Rajni Jindal and Anjali singhal “'A Semantic Web based e-learning system” the Digital Learning India 2008 (eINDIA2008) an International conference, 29 to 31 July 2008, New Delhi, India.
  191. Rajni Jindal, Ankur Gupta, “Generating Traffic Information through Mobile Messaging”, International Conference on Wireless Information Networks and Systems 2008, Porto, Portugal, July 2008.
  192. Rajni Jindal, Ankur Gupta, “Open Traffic Information System”, 4th International Conference on Challenges and Development in IT-2008, Punjab, India, May 2008.
  193. Alka Singhal and Rajni Jindal, “Semantic Web approach in Software Engineering”, published in the 4th International Conference on Challenges and Development in IT (ICCDIT -2008), Punjab, May 2008.
  194. Rajni Jindal and CharuBashiyan, "Reduced Order Modelling of Linear Dynamic Systems using Eigen Spectrum Analysis and factor Division Algorithm" in the proceedings of National Conference on Recent Advances in Engineering and Technology (NCRAET -2008), Ajmer, India, 25-30, April 2008.
  195. Ankur Gupta, Rajni Jindal “An Overview of Ranking Algorithms for Search Engines” in the proceedings of the 2nd National Conference of Computing for Nation Development (INDIACom-2008), 335-340, ISSN 978-81-904526-2-5, Delhi, 08-09 February 2008.
  196. P.C. Saxena, Asok De, Rajni Jindal “A novel scheme for candidate generation for mining frequent patterns” in the international journal of soft computing ISSN: 1816-9503, 3(3), 205 – 211, 2008.
  197. Rajni Jindal “CSIR: Color Spatial based Image retrieval” in the proceedings of international conference on Recent Applications of Soft Computing in Engineering and Techno logy (RASIET-07) Rajasthan, 22-23 Dec. 2007.
  198. P.C. Saxena, Asok De, Rajni Jindal “Constraint based dataset filtering for mining access patterns from web logs” in the journal of CSI vol. 36 No 4 (Oct-Dec 2006).
  199. P.C. Saxena, Asok De, Rajni Jindal “Web Usage Mining: Discovering frequent access patterns from the web logs” in the proceedings of the International conference on Multidisciplinary Information sciences

BOOKS/BOOK CHAPTERS (IF ANY)

BOOKS AUTHORED

  1. “Computer and Communication Technology “developed by NCERT for class XI (Co Authored)
  2.  “Computer and Communication Technology “developed by NCERT for class XII (Co Authored)
  3. “SEMANTIC WEB IN WEB ADVERTISING AND SOFTWARE ENGINEERING” by Rajni Jindal and Alka Singhal, LAP LAMBERT Academic Publishing GmbH & Co. KG Dudweiler Landstraße 99, 66123 Saarbrücken, Germany, " (ISBN 978-3-8454-0523-0)
  4. “Data Structures Using C” by Rajni Jindal 1998, Umesh Publications, ISBN NO. 01-00114-03-0
  5. “Compilers- Construction and Design” by Rajni Jindal 1999, Umesh Publications ISBN NO. 81-88114-21-9.

PATENTS (IF ANY)

Title of the Invention : SMART AUTONOMOUS WEED DETECTOR AND REMOVAL

Publication Date: 21/08/2020

Application No.: 202011028931 A

Date of filing of Application: 07/07/2020

Applicant: Delhi Technological University

Inventors:

1. Sumit Kumar Sharma (Student, Computer Science and Engineering, Delhi Technological University)

2. Dr. Neetesh Kumar (Assistant Professor, Computer Science and Engineering, Indian Institute of Technology Roorkee)

3. Prof. Rajni Jindal (Professor and HOD, Dept. of Computer Science and Engineering, Delhi Technological University)

4. Upendra Singh (Assistant Professor, Information Technology, SGSITS, Indore)5. Sanjay Patidar (Assistant Professor, Computer Science and Engineering, Delhi Technological University)

HONOURS AND AWARDS (IF ANY)

HONORS AND AWARDS

  • Lifetime Achievement Award: Awarded by the Scientific Laurels Committee in March 2025 for exceptional achievements and outstanding contributions to research and development.
  • Distinguished Woman Researcher in Data Mining: Conferred by Venus International Foundation on March 1, 2025, for contributions and achievements in the discipline of Engineering.
  • Commendable Research Award (2022): Presented by Delhi Technological University for excellence in research during the year 2021 for 3 papers.
  • Commendable Research Award (2023): Recognized for impactful research contributions in 2022 for 5 papers.
  • Premier Research Award (2023): Honored for significant achievements in research and innovation.
  • Research & Innovation Excellence Award (2024): Conferred by Delhi Technological University for exceptional research performance during the year 2023 for 6 papers.
  • Certificate of Excellence (2025) : Leading Eductaionist of India award; Awarded by Friendship Forum
  • Best Indian Golden Personalities Award (2025) : Awarded by Friendship Forum
  • Best Paper Awards and Certificates:

1. ICCCNet-2024: Received the Best Paper Award for the paper titled "Bridging Gap Between Semantic Understanding and Linguistic Quality in Recommender Systems: A Semantic Recommendation Score (SRS) for Evaluation" at the International Conference on Computing and Communication Networks (ICCCNet-2024), held at Manchester Metropolitan University, UK, on October 17–18, 2024.

2. SocProS 2020: Co-authored a paper titled "Streamed Covid-19 Data Analysis using LSTM a Deep Learning Technique," adjudged as Best Paper during the 10th International Conference on Soft Computing for Problem Solving (SocProS 2020), held at IIT Indore, India, December 18–20, 2020.

3. ICACCS 2023: Won Best Paper Award for "Feature Fusion and Multi-Stream CNNs for Scale-Adaptive Multimodal Sign Language Recognition" at the International Conference on Advanced Computing & Communication Systems (ICACCS 2023), held on March 17–18, 2023, at Sri Eshwar College of Engineering, Coimbatore, Tamil Nadu.

      

  • Session Chair roles

1. Chaired a technical session on VLSI Design at the 1st International Conference on Signal Processing VLSI and Communication Engineering, March 28, 2019.

2. Served as Session Chair at the International Conference on Computing and Communication Networks (ICCCNet-2024) organized by Manchester Metropolitan University, UK, October 17–18, 2024.

 

SPONSORED/CONSULTANCY PROJECTS

Sr. No. Title  Agency Period Grant/Amount(Rs Lakh)
1 A Knowledge Discovery Based Decision Support System for Education Planning  AICTE 2009-2012 8 Lakhs

 

START-UPS (IF ANY)

MOOC COURSES DEVELOPED (IF ANY)

PROFESSIONAL DEVELOPMENT

ADVISEES

 PhD Guidance

Sr No

Name of Doctoral faculty

Name of the Research Scholar

Year of Admission

Status

(F.T/P. T/QIP Scheme/project Scheme)

Title of the Research

Status

(Completed/ Ongoing)

Notification

date
1.

Prof.Rajni Jindal

Ms Shweta

 October 2011

Part Time

Techniques for knowledge discovery in Text

Completed

10/4/2018

2. 

.Prof.Rajni Jindal

Ms Alka Singhal

 October 2011

Part Time

Social Networking based E-learning system on Clouds

Completed

10/12/2018

3. 

Prof. Rajni Jindal and Prof. Ruchika Malhotra

Ms. Abha Jain

October 2011

Full Time

Analysis and Assessment of Software Project Reports using Text Classification Techniques

Completed

22/08/2017

4. 

Prof. Rajni Jindal

Ms. Malaya Dutta Borah

 June 2012

Full Time without scholarship

Incremental Mining of Frequent Patterns from the Educational Data

Completed

17/10/2017

5. 

Prof. Rajni Jindal and Prof. Arun Sharma 

Preeti Gupta

 

IGDTUW

June 2014

Part Time

Community trolling using big data analytics

Completed

27/11/2019

6. 

Prof. Rajni Jindal and Dr. Seeja 

Shivani Jain

 

IGDTUW

June 2014

Part Time

Information Retrieval using Fuzzy Ontology

Completed

14/12/2020

7.

Prof. Rajni Jindal

Mr Manoj Sethi

June 2012

Part Time

Algorithms for Mining Association Rules from large Transactional Distributed Data

Completed

10/08/2021

8.

Prof.Rajni Jindal

Ms. Indu Singh

July 2016

Part Time

Detection of Malicious Transactions in Database using Intrusion Detection system.

Completed

23/01/2023

9.

Prof. Rajni Jindal

Amrita Sisodia

July2017

Full Time TRF

Exploring Big Data On Health Analytics

Completed

10/5/2023

10.

Prof. Rajni Jindal

(Co/guided by Dr Malaya)

Pratima sharma

July2018

Full Time

Block chain technology for cloud storage

Completed

11/05/2022

11

Prof.Rajni Jindal

Anshu Malhotra 

July 2016

Part Time

Data Mining & Machine Learning

Completed

25/07/2024

12

Prof.Rajni Jindal

(Co/guided by Dr Nitesh NIT Gwalior)

Hitesh Nirvan

July2016

Full Time

Load Balancing in Cloud Environment

ADMISSION WITHDRAWN

--

13

Prof. Rajni Jindal

(Co/guided by Dr Amita Jain AIT)

Minni Jain

July2017

Part Time

Natural language Processing Using Fuzzy Logic

Completed

Defence- 17/01/2024

Result- 2/2/2024

14

Prof. Rajni Jindal

(Co/guided by Dr Nitesh NIT Gwalior

Sanjay Patidar

July2018

Part Time

IOT Data Stream Handling and Analysis

 

Completed

 

20/08/2024

15

Prof. Rajni Jindal

Kirti Jain

July 2018

Part time

Recommendation system using deep learning methods

 

Completed

 

 Defence-14/11/2024

16

Prof.Rajni Jindal

Carlos

July2018

Full time

Design and Analysis of Educational Data warehouse

Ongoing

 

 

 

17

Dr. Rajni Jindal

and Prof. Ruchika Malhotra

Masoodi

Dec 2018

Full time

Analysis and assessment of Software Engineering education and training

Completed

Defence-10/11/2023

18

Prof.Rajni Jindal

Trasha Gupta

Dec 2018

Part Time

Development of Framework for Thermal Patterns Analysis for Diagnosis of Diseases

Completed

SRC –03.12.2020

Defence- 05/08/2025

19

Prof. Rajni Jindal

Chinmunkin

July 2019

Full time

A study on Natural Language processing and its applications using sequence models

Cancelled

SRC-

20

Prof.Rajni Jindal

Diksha

July 2019

Full time

Design and implementation of reversible logic gates and its application in emerging technologies

completed

SRC- 12.07.2021

Defence-

20/02/2026

21

Prof. Rajni Jindal

Sumedha Seniaray

July 2019

Part time

Anomaly-based Network Intrusion Detection System using Machine Learning Algorithms

Complete

SRC: 15/04/2021

Defence- 05/08/2025

22

Prof. Rajni Jindal

Co-Guide Prof. Aruna Bhat 

Kiran Bala

Jan 2024

Full Time

Eye Disease Detection and Classification using Machine Learning 

Ongoing

 SRC Date:
28/11/2024

23

Prof.Rajni Jindal

Ritu Kalonia

July 2024

Part Time

  

Ongoing

  

24

Prof.Rajni Jindal

Atul Kumar Singh

July 2024

Part Time

  

Ongoing

  

25

Prof. Rajni Jindal

Valluri Daneesha

July 2024

Full Time

 AI-Driven Cybersecurity Methods for Industrial IoT: Privacy-Aware, Explainable, and Autonomous Defense

Ongoing

 SRC:05/02/2026

26.

Prof.Rajni Jindal

Co-Guide Prof. Aruna  Bhat 

Meenakshi

July 2024

Part Time

  

Ongoing

  

27

Prof.Rajni Jindal

 

Sameer

July 2025

Full Time

 

Ongoing

 
28 Prof.Rajni Jindal Chetna Yadav August 2025 Full Time   Ongoing  
29 Prof.Rajni Jindal Prakriti Raghuvanshi August 2025 Full Time   Ongoing  

ANY OTHER INFORMATION

  • Ex Officiating-Vice Chancellor IGDTUW
  • Ex- Head of Department, CSE, DTU
  • Ex-Chairman Departmental Research Committee CSE, DTU
  • Ex-Chairman Anti-Ragging Committee, DTU
  • Ex-Assistant Hostel Warden, DTU 
  • Ex- Head of Department, IT, IGDTUW
  • Ex-Dean (Research & Collaboration), IGDTUW
  • Lab Incharge DBMS, CSE Deptt, DTU
  • Alumni Incharge for CSE Department