Prof. Rajni Jindal

Computer Science & Engineering

Phone:011 27871030
Email: rajnijindal@dce.ac.in

Qualifications

PhD, ME, MCA

Areas of Interest

Database Systems, Data Mining , Operating Systems and compiler design

 

PROFESSIONAL SUMMARY
S.no Joining Year Status Designation Department Organization
1 May 1992 Active Professor & DRC Chair Computer Engineering Formerly Delhi College of Engineering
2 May 2012 Feb 2015 Professor & Head IT IGDTUW
3 June 2013 Feb 2015 Dean(Research and Collaboration) IT IGDTUW
4 May 1990 May 1992 Faculty Computer Engineering Ambedkar Polytechnic, Delhi
5 October 1988 May 1990 Programmer IT Tata Consultancy Services, Delhi

List of Publications( International/National Journal/Conference)

  1. 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)

  2. 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

  3. 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 

  4. 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

  5. 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

  6. 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

  7. 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

  8. 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.

  9. 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

  10. 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

  11. 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

  12. 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.

  13. 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

  14. 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

  15. 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

  16. 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

  17. 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.

  18. 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.

  19. 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.

  20. 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.

  21. 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.

  22. 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.

  23. 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

  24. 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

  25. 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)

  26. Kirti Jain, Rajni Jindal, “A Walkthrough of Various Accuracy Measurement Metrics for Recommendation Systems”, International Conference on Emerging Technologies in Engineering and Science. (Presented)

  27. 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.

  28. 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.

  29. 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

  30. 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

  31. 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. 

  32.  Pratima Sharma, Rajni Jindal, and Malaya Dutta Borah, “A Review of Blockchain-based Applications and Challenges,” Wireless Personal Communications: An International Journal, Springer, 2021. 

  33. 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. 

  34.  Pratima Sharma, Rajni Jindal, and Malaya Dutta Borah, “A Review of Smart Contract-based Platforms, Applications, and Challenges,” Cluster Computing, Springer, 2021. 

  35. Rajni Jindal, Diksha Ruhela, “All-optical n-bit multiplier design using machzehnder interferometer,” IEEE INCET, 2021

  36. 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).

  37. 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

  38. 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

  39. 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

  40. 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.

  41. 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

  42. 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

  43. 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

  44. 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

  45. 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

  46.  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

  47. 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

  48. 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

  49. 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.

  50. 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).

  51. 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.

  52. 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.

  53. 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.

  54. 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.

  55. 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.

  56. 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.

  57. 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)

  58. 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

  59. 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)

  60. 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.

  61. 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

  62. 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)

  63. Shubham Dhiman, Siddhant Bhambri, and Tenzin Singhay Bhotia. Leveraging Attention rand Language Modelling to Adversarially Attack BERT. International Journal of Advanced Science and Technology

  64. 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)

  65. Sumanyu Muku, Vaibhav Kumar and Vikas Tomar. Deep Reinforcement Learning Framework for Optimal and Adaptive Cache Replacement.

  66. Prachi Garg and  Ashi Gupta. ML-GAT : Multi-Label Node Classification using Enhanced Graph Attention Network. International Journal of Advanced Science and Technology

  67. Anshika Singh, Shubham Yadava, and Sparsh Shubham. Image Super-Resolution for Vehicle Number Plate Enhancement. International Journal For Advanced Science and Technology

  68. Maitree Leekha, Minkush Manuja, and Mononito Goswami. Towards Social & Engaging Peer Learning. European Conference on Artificial Intelligence, ECAI 2020

  69. Indu Singh, Rajni Jindal, Kanika Pandey, Kripali Agrawal, Kashish Kukreja: Revised Grey Wolf Optimized SVM-KNN Ensemble Based Automated Diagnosis of Breast Cancer. Ingénierie des Systèmes d Inf. 25(2): 275-284 (2020)

  70. Rajni Jindal, Isha Jain, Isha Saxena, Manish Kumar Chaurasia " Prediction of Sales Using Stacking Classifier"  ICTIS 2020 - Ahmedabad May 2020.

  71. Tanya Garg, Amit Kumar, Saurabh Sachdeva , Rajni Jindal "Fatigue Detection and Alarming Systems" ICCIP 2020, 26 June’20 - 27 June’20 Pune

  72. Laiba Mehnaz, Rajni Jindal " Using Transfer Learning for detecting drug mentions in tweets" ICT4SD 2020 – Goa, July 2020

  73.  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.

  74. 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).

  75. 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).

  76. 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).

  77. 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).

  78. 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.

  79. 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.

  80. Rajni jindal Amrita Sisodia, “Big data analysis for prediction of environmental disease” STEM conference, DTU

  81. Rajni jindal, Amrita Sisodia “Big data analysis for prediction of environmental diseases” accepted for publication in “Asian journal of water, Environment and pollution, 2019

  82. 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

  83. 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. 

  84. 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.

  85. 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.

  86. 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.

  87. 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)

  88. 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)

  89. 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)

  90. 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

  91. 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)

  92. 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.

  93. 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

  94. 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.

  95. 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.

  96. 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    

  97. 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.

  98. 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]

  99. Rajni Jindal and Shweta (2017). A Novel Weighted Linguistic Approach to Text Categorization, International Journal of Computer Applications (IJCA), 180(2), pp.9-15.

  100. 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).

  101. 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

  102. 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.

  103. 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.

  104. 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.

  105. 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.

  106. 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

  107. 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 © International SciencePress.http://serialsjournals.com/articles.php?volumesno_id=1145&journals_id=268&volumes_id=848.

  108. 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

  109. 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.

  110. 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]

  111. 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

  112. 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. 

  113. 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

  114. 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.

  115. 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)

  116. 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]

  117. 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.

  118. 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.

  119. Rajni Jindal, Ruchika Malhotra, Abhajain.“Techniques for Text Classification: Literature Review and Current Trends”, Webology, Vol. 12,  No.2 · December 2015

  120. 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.

  121. 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

  122. 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.

  123. 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)

  124. 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) 

  125. 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.

  126. 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.

  127. 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

  128. 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

  129. 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

  130. 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.

  131. 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.

  132. 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

  133. 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.

  134. 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.

  135. 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.

  136. 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.

  137. 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.

  138. 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.

  139. 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.

  140. 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.

  141. 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.

  142. Anwar Shaikh and Rajni Jindal, “Join Query Processing in MapReduce Environment” in the LNICST vol. 108, p. 275-280 published by Springer 2012.

  143. 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.

  144. 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.

  145. 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.

  146. Kusum lata and Rajni jindal " Spatial Association Rule Mining in Image Databases Using 17-DLT” in the International Journal of Engineering and Research, 2011.

  147. 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.

  148. 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.

  149. 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.

  150. 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.

  151. Nishant Mathur,

    Last Updated : 2024-07-22 09:04:00