Dr. Manoj Sethi

CSE (at the level eq to Associate Professor)

Phone:0
Email: manojsethi@dce.ac.in

Qualifications

M.E, Ph.D, LMCSI

Areas of Interest

DBMS, DWDM, Machine learning

Administrative Responsibilities

  • Member of the convocation team 2018, 2019, 2020, 2021, 2022
  • Member of the Orientation cum Induction Program for Ist year Students 2022, 2023
  • Assistant Director (IQAC) at DTU, Jan. 2016 - Dec. 2017
  • Founder OSD (Results), DTU, 2010 to 2012 
  • Head Computer Centre, DTU, 2008 to 2010
  • Deputy Chairman, B.Tech Admission Committee, DCE & DTU,  2007 to 2010
  • Founder in-charge of computer centre, DTU, 2003 to 2006

Books Reviewed

  • Reviewed a proposed book “C Programming – Test Your Skills” by Pearson Education, India in 2009.
  • Prepared road map of a Book  “Programming in C and Data Structures” by Kamthane, Pearson Education   - Oct 2007
  • Reviewed the transcript of "C Programming",  Pearson Education    - 2006 

Research Publications

  • Manoj Sethi, Kishan Soni, " Weibo Comment Sentiment Analysis using Graph Neural Networks", 5th IEEE International Conference on Advances in Computing, Communication Control and Networking- ICAC3N, paper-ID 723,  Dec. 2023. (Scopus) (accepted)
  • Manoj Sethi, Kishan Soni, " Customer Reviews Sentimental Analyzing through an Imbalanced Data Distribution using a Hybrid Evolutionary Approach with SVM", 5th IEEE International Conference on Advances in Computing,Communication Control and Networking- ICAC3N, paper-ID 731,  Dec. 2023. (Scopus) (accepted)
  • Manish Gupta, Mayank Kumar Gond, Himanshu Kumar, Manoj Sethi, “Image Captioning and Facial Attribute Analysis”, Scienceglobe International conference on Advances in Software and Computing Technologies (ICASCT) Gorakhpur, May 2023
  • Manoj Sethi, Naman Tyagi, Parmeet Singh Kalsi, Parupalli Atchuta Rao, “Deep Learning-based Binary Classification for Spam Detection in SMS Data: Addressing Imbalanced Data with Sampling Techniques”, IEEE - International Conference on Advances in Computing, Communication and Applied Informatics (ACCAI), DOI:  10.1109/ACCAI58221.2023.10199860, Channai, May 2023. (Scopus)
  • Dr. Manoj Sethi , Shubham Khatri, Sanjeev Kumar, “Text Recognition using Vision Transformer (ViT)”, IEEE - 4th International Conference on Advances in Computing, Communication Control and Networking (ICAC3N–22) , Dec. 2022.
  • Manoj Sethi, Adeesh Gupta, Akshat Gupta, "Sentiment Analysis Using Ensemble Model Of Machine Learning Techniques" 5th IEEE International Conference on Advances in Computing, Communication Control and Networking- ICAC3N (SCOPUS and IEEE indexed). Dec. 2023. (accepted)
  • Ankit Sharma, Dr. Manoj Sethi, “Multi-Feature Aware Pose And Geometry Based Facial Expression Recognition Using Deep Learning”, Journal of Hunan University(Natural Sciences), Vol. 49. No. 04, April 2022. (scopus)
  • Manoj Sethi, Kunal Batra, Manali Biswas, Mehar Lamba, “An Automated System for Identification of Tweets Requiring Customer Service Concern”, in IEEE - 3rd International Conference for Emerging Technology (INCET), doi 10.1109/INCET54531.2022.9824066, May 2022.
  • Raju Kumar Ranjan and Manoj Sethi, "Android Malware Family Classification using Ensembling of Fpt and Fcm with Decision Tree", Turkish Online Journal of Qualitative Inquiry (TOJQI), Volume 12, Issue 6, pp.10135-10147, e-ISSN: 1309-6591, 2021.(scopus)
  • Manoj Sethi and Rajni Jindal, "Distributed Association Mining for Discovering Interesting Rules for Tours and Travel Company", in proc. Proceedings of 2nd International Conference on Artificial Intelligence: Advances and Applications(ICAIAA ), Print ISBN 978-981-16-6331-4, online ISBN 978-981-16-6332-1,  pp 383–398, doi: 10.1007/978-981-16-6332-1_33, 2021 (scopus).
  • Manoj Sethi and Rajni Jindal, “Distributed Frequent Itemset Mining Using Size Based Assignment Technique” International Journal of Emerging Trends in Engineering Research, ISSN: 2347-3983,  Vol. 8. No. 10, pp. 6765-6773, 2020. https://doi.org/10.30534/ijeter/2020/248102020 
  • Manoj Sethi and Rajni Jindal, “Distributed Association Rules Mining of Varying Data Partition Size Using Nodesets”,  International Journal of Advanced Trends in Computer Science and Engineering, ISSN: 2278–3091, vol. 9, no. 4, pp. 5433-54331, 2020. https://doi.org/10.30534/ijatcse/2020/181942020
  • Manoj Sethi, Sarthak Pandey, Prashant Trar and Prateek Soni“Sentiment Identification in COVID-19 Specific Tweets”, International Conference on Elecronics and Sustainable Communication System ICESCE-2020. 
  • Manoj Sethi and Ishan Rathi, “A collaborative Filtering-Based Recommender System Alleviating Cold Start Problem”, International Journal of Scientific and Engineering Research (IJSER), ISSN:2229-5518, Volume 10, Issue 9, pp:27-34, September 2019.
  • Prerna Ajmani,  Manoj Sethi and Deepika Bhatia, "Performance Evaluation of Various Allocation Algorithms with clustering of sites over non-clustering in Distributed Database", Journal of Advanced Research in Dynamical and Control Systems,ISSN:1943-023X, 11-Special issue, pp.887-896, August 2018.
  • Sahil Manchanda, S. and Sethi, M., “A study of collaborative filtering based recommender systems” 5thIEEE International Conference on “Computing for Sustainable Global Development (INDIACom)”,ISBN: 978-93-80544-28-1,pp. 198-204, March 2018.
  • Sethi and Rajni Jindal, “Distributed Data Association Rule Mining: Tools and Techniques”, IEEE Proceedings of the 10th INDIACom; INDIACom-2016 3rd 2016 International Conference on “Computing for Sustainable Global Development”, 16th – 18th March, 2016; ISBN: 978-9-3805-4421-2 Bharati Vidyapeeth’s Institute of Computer Applications and Management (BVICAM), New Delhi (INDIA), March 2016.
  • Swati Sharma and Manoj Sethi, "Implementing Collaborative Filtering on Large Scale Data Using Hadoop and Mahout", International Research Journal of Engineering and Technology (IRJET), Volume: 02 Issue: 04 pp: 102-104, e-ISSN: 2395 -0056; July 2015.
  • Manoj Sethi and Tarinder Singh, “Sandwich-Apriori: A combine approach of Apriori and Reverse-Apriori” 2015 Annual IEEE India Conference (INDICON), ISSN: 2325-9418, DOI: 10.1109/INDICON.2015.7443786, Dec 2015.
  • Tererai Tinashe Maposa and Manoj Sethi, "SQL-on-Hadoop: The Most Probable Future in Big Data Analytics",Advances in Computer Science and Information Technology (ACSIT),  p-ISSN: 2393-9907; e-ISSN: 2393-9915; Volume 2, Issue 13; pp. 9-14; July-September, 2015.
  • Tererai Tinashe Maposa and Manoj Sethi, “Association Rule Mining for Structured Data in Big Data Using Parallel RDB-Miner Algorithm”, International Journal of Computer Science and Mobile Computing  Vol.4 Issue 6, pg. 1-9,  ISSN: 2320-088X,  June- 2015.
  • Melody Wadzanayi Murakwani and Manoj Sethi “ Big Data Quality: Early Detection of Errors in Process Flow using Alignments and Compliance Rules” International Journal of Science and Research (IJSR), Volume 4 Issue 6;  ISSN : 2319-7064, June 2015.
  • Manoj Sethi and Prerna Ajmani “Proposed Fuzzy CPU Scheduling Algorithm(PFCS) for Real Time Operating Systems” BIJIT – 2013; July-December, 2013; Vol. 5 No. 2; ISSN 0973 – 5658
  • Manoj Sethi and Prerna Ajmani “Proposed Fuzzy CPU Scheduling Algorithm(PFCS) for Real Time Operating Systems” Proceedings of the 7th National Conference; INDIACom-2013 Computing For Nation Development, 7th– 8th March, 2013 Bharati Vidyapeeth’s Institute of Computer Applications and Management (BVICAM), New Delhi pages:  207-10
  • Manoj Sethi 1and Prerna Pahwa “A study of Key Issues in Distributed Database System Design” Proceedings of the 7th National Conference; INDIACom-2013 Computing For Nation Development, 7th – 8th March, 2013, Bharati Vidyapeeth’s Institute of Computer Applications and Management (BVICAM), New Delhi pages 521
  • Manoj Sethi & Praveen Jain, “Fuzzy Based Real Time Traffic Signal Controller to Optimize Congestion Delays”, IEEE Second International Conference on Advanced Computing & Communication Technologies (ACCT), Jan. 2012, Rohtak, Haryana. ISBN 978-1-4673-0471-9, Pages: 204-207 ,  DOI: 10.1109/ACCT.2012.55
  • Manoj Sethi, Kailash Gupta and Ankur Gupta, “High Level Petri Nets – An Effective Modeling Tool for Information Processing System”, Proceedings Second International Conference on Information Processing (CIP-2008), Information Processing-2008, Pages : 57-63, Sept. 2008. ISBN: 978-81-906942-4-7

Honour / Award/ Expert Lecture

  • “Guest of Honour” at 2ndNational Conference on Innovative Realms In management & Technology at Chanderprabhu Jain College of Higher Studies and School of Law on 19thMarch 2018.
  • Deliver and expert lecture and demonstration the relative grading system for B.Tech Program to DTU faculty members/Coordinators and HODs on 25thNovember 2016.
  • Coordinator-Incharge of the panel discussion & Invited talk during CSI-2015 50thGolden Jubilee Annual Convention on “Digital Life” New Delhi,  2-5 Dec. 2015 
  • Delivered an expert lecture on the Graphical Software for the technical staff and teaching faculty of DCE during the one week training course on during the one week training course on “Up-gradation Core Courses of Engineering Drawing to Computer Aided” organized by the Department of Mechanical Engineering, MHRD Scheme in  2006..
  • Delivered expert lectures on office automation during two week training course organized for administrative staff of DCE from Nov.  2004. 

Partial List of ME Projects Guided

  • A collaborative filtering-based recommender system alleviating cold start problem
  • Detecting Fake Videos 
  • Context Aware Topic Modeling for Short Text 
  • A Collaborative Filtering Based Recommender System Alleviating the most common challenges 
  • Performance Analysis of Apriori and FP growth Algorithm on different Map Reduce Framework  
  • Effect on Communication using N-list Structure in Distributed Database
  • Fast Association Rule Mining Using Data Structure 
  •  Data Mining using Supervised Machine Learing Techniques 
  • Intelligent Personalized Recommender Using SVD Algorithm 
  • Sandwich Apriori(S-Apriori) Algorithm for Large Frequent Itemset Mining in Hadoop Environment 
  • Big Data Quality : Early Detection of Errors in Process Flow Using Petri Nets with Data 
  • Enhancement of RDB-Miner Algorithm for Multi-Cluster HadoopDB 
  • Data Mining Using Classification Algorithm and Clustering Algorithm & Intorduction of Web Mining 
  • Vehicle Routing Problem with Capacity Constraints 
  • Pruning Artificial Neural Network using back Propagation training with Application to Pattern Classification 
  • An Efficient Technique for Fragmentation and Allocation in Distributed Database Management System
  • Design and Implementation of Fuzzy Controller for Traffic Signals to Optimize Traffic Congestion Delays 
  • Simulation of Modified Routing Protocol for Detection and Removal of Cooperative Black Hole Attack in Mobile Adhoc Network
  • Image Embedding using same Size Visual Cryptography 
  • Study and Implementation on Proactive and Reactive Routing Protocol in MANETS Cryptography 
  • “Implementation of Tiny Encryption Algorithm for Securing System files Cryptography 
  • Proposal and Analysis of Different Approaches for Connectivity of AODV and Wired Networks
  • Analysis of Carrier Sense Multiple Access Protocols using High Level Petri Nets 

List of Conferences/ Workshops/ Seminars / Courses Attended

  • One day Workshop on “Raising Awareness on Plagiarism and Copyrights” by Department of EC on 20thMarch 2018
  • INDIACom-2016 – IEEE International Conference on Computing for Sustainable Global Development at Bharati Vidyapeeth, New Delhi on 18thMarch 2016.
  • One day Workshop on “Intellectual Property Rights Awareness” conducted by Indira Gandhi Delhi Technical University for Women on 26th Sept. 2014.
  • One day Workshop on “Intellectual Property Rights Awareness” conducted by Indira Gandhi Delhi Technical University for Women on 26th Sept. 2014.
  • One day FDP on “High Performance Computing Using Oracle 12c Database”  on 16/12/13 organised by BVICAM, delhi
  • One day AICTE sponcered seminar on “CAN and CANopen Technology” organised by Department of Electrical Engineering, DTU on 29/09/2010
  • One day workshop on “Recent Trends in Software Testing” organised by Department of Computer Engineering, DTU on 17/09/2010
  • Faculty Development Program on “Application of Information Security and Risk Management” at NSIT, Dwarka conducted by Tata Consultancy Services on 9th May 2008.
  • One day Global Service Technical Training on “Storage Technological Foundation” –organized by EMC2 at DCE on 8th December 2006.
  • One day Workshop on Data Mining through SPSS Clementine Tool , Nov. 10,   2006 at USMS, IP University
  • “INDIACom 2013 - 7th National Conference on Computing for Nation Development” at Bharati Vidyapeerth Institute of Computer Applications and Management in 7-8th March 2013
  • “INDIACom 2012 – 6th National Conference on Computing for Nation Development” at Bharti Vidyapeerth Institute of Computer Applications and Management in Feb. 2012
  •  “INDIACom 2011 – 5th National Conference on Computing for Nation Development” at Bharti Vidyapeerth Institute of Computer Applications and Management in March 2011
  • “INDIACom 2010 – 4th National Conference on Computing for Nation Development” at Bharti Vidyapeerth Institute of Computer Applications and Management in Feb. 2010
  •  “CSI 2009” – 44th Annual Convention Computer Society of India at Pune, India – from 8th -10th  October  2009
  • “BIG-3” a two days program  organized by Times group at Goa in Sept 2009
  • “INDIACom 2009 – 3rd National Conference on Computing for Nation Development” at Bharti Vidyapeerth Institute of Computer Applications and Management in Feb. 2009
  •  “CSI 2008 & SEARCC 2008” Annual Convention - CSI Connect 2008  at Chennai Trade Centre, Chennai ,India – from 11th -13th September 2008
  • Two days National Program on “Knowledge Power in the World of Learning” organized by Delhi College of Engineering on 25-26/08/2008
  • “INDIACom 2008 – 2nd National Conference on Computing for Nation Development” at Bharti Vidyapeerth Institute of Computer Applications and Management in Feb. 2008
  • “INDIACom 2007 – National Conference on Computing for Nation Development” at Bharti Vidyapeerth Institute of Computer Applications and Management in Feb. 2007
  • One day Workshop on Data Mining through SPSS Clementine Tool , Nov. 10,   2006 at USMS, IP University
  • Seminar on WCDMA conducted by Qualcomm University in association with IEEE student branch, DCE on 4-5 September 2006
  •  “Data Ware Housing and Data Mining” a half day seminar on Sept. 3, 2005 organized at Bharti Vidyapeeth, Delhi.
  •  “CSI 2008 & SEARCC 2008 Annual Convention - CSI Connect 2008  at Chennai Trade Centre, Chennai ,India – from 11th -13th September 2008
  • “Antenna measurement techniques” one day workshop held on Jan. 16, 2004 at DCE.
  • One day workshop on “VLSI: Recent trends and challenges” on March 4th, 2004, organized by DCE and ISTE.
  • Orientation Program for faculty members of Engineering and Technology institutions, Sep, 16-17 2003 at DCE.
  • Seminar “Real Time operating systems” organized by HCL Technologies on Feb. 16, 2001 at DCE.
  • CSI Orientation cum Lecture “Overview on E-Commerce and IT Act” By Mr. Rishi Chawla, Eminent Cyber Lawyer on Sept. 3, 2002 at DCE.
  • Lecture on “Next Generation Network Architecture and Realization” By Mr.Vivek Pachaury, Sr.Product Manager, Hughes Software Systems on Sept. 3, 2002 at DCE.
  • Lecture on “Network Security-Issues and Challenges” By Mr.Rajeev Garg, Additional GM (Corporate IT), BHEL on Sept 10, 2003 at DCE.
  • Lecture on “New Generation Computer Technologies” By Prof. V.B.Aggarwal, Dean Infotech, Jiims on Sept 10, 2003 at DCE.
  • Seminar on “Open Source-its Benefits” By Mr.Robert Adkins, President, Technetra (California) on Feb., 23 2004 at DCE.
  • “Data Ware Housing and Data Mining” a half day seminar on Sept. 3, 2005 organized at Bharti Vidyapeeth, Delhi
  • Orientation Program for faculty members of Engineering and Technology institutions, Sep, 16-17 2003 at DCE

Last Updated : 2023-10-02 07:22:56