CSE

Computer Science & Engineering

Department of Computer Science and Engineering
Faculty Profile

Prof. D.K.Tayal

Qualifications :	Ph.D. (Computer Sc. & Technology), JNU, M.Tech. (Computer Sc. & Technology), JNU, MSc(Maths), Delhi University, BSc(Honours) Maths, Delhi University.
Designation :	Professor
Teaching Interests :	Artificial Intelligence, Database Management Systems, Fuzzy Logic, Data Mining, Graph Theory, Theory of Computation
Office Address :	ACADEMIC BRANCH, 3RD FLOOR, LEARNING RESOURCE CENTER, IGDTUW, KASHMERE GATE, DELHI
Email :	[email protected], [email protected]
Research Areas :	Fuzzy Database Management, Intelligent Techniques, Data & Text Mining, Natural Language Processing, Sentiment Analysis, Opinion Mining
Bio-Sketch:	Prof. D.K. Tayal is working as Professor in department of Computer Science & Engg. Earlier he was Head in Department of Computer Science & Engg. He has done M.Tech(Computer Engg.) , Ph.D(Computer Engg.) from Jawaharlal Nehru University. He has a teaching experience of more than 13 years. He did his research in the field of Intelligent Systems and has published approximately 30 research papers in International Journals & Conferences. He was earlier selected as a Research Engineer in C-DOT(Govt of India) and also a Class-I Gazetted Officer by UPSC. He has written numerous articles in newspapers and magazines as well. He is a member of International Advisory committee of International Journal of Computer Science, Hongkong and member of International Advisory Board of International Journal of Software Engg & Applications, Korea . Besides this he is referee on Editorial board of various International Journals including the infamous â€œIEEE Transactions on Fuzzy Systemsâ€ having the SCI Impact Factor 4.26 . He has extensively delivered lectures in Conferences, Seminars and Workshops. He keeps on regularly conducting Conferences & Workshops in his field of interest, in his department and outside also. He is currently supervising Ph.D in the field of Intelligent Systems, Data-Mining, DBMS and Text Mining & Natural Language Processing.
Website :	https://www.igdtuw.ac.in/index.php?option=com_content&view=article&id=13%3Adr-devendra-tayalcse&catid=2%3A1&Itemid=53

JOURNAL PAPERS

D K Tayal et al. A Novel Self-Organizing Approach to Automatic Traffic Light Management System for Road Traffic Network, Wireless Personal Communication,Springer, SCIE Indexed, Impact Factor 0.9.2019.

Amita Jain, Basanti Pal Nandi, Charu Gupta, D K Tayal . Senti-NSetPSO:Large Sized Document Level Sentiment Analysis using Neutrosophic Set & Particle Swarm Optimization, Soft Computing ,Springer , SCI indexed, Impact Factor 2.784.2019.

Kanak Meenaa, Devendra K.Tayal, OscarCastillo, Amita Jain . Handling data-skewness in character based string similarity join using Hadoop, Applied Computing and Informatics, Elsevier.2019.

S Vij, Amita Jain, Devenedra K Tayal . Performing Opinion Mining and Analytical Study for Cashless Transaction, International Journal of Forensic Software Engineering, Inderscience.2019.

A.Gupta, S.Taneja, G.Malik, S. Vij, D. Tayal, A.Jain. SLANGZY : A fuzzy logic-based algorithm for English slang meaning selection, International Journal of Progress in Artificial Intelligence, Springer, SCOPUS Indexed. pp:pp 1-11,2018.

Sunny Rai, S. Chakerverty, Tayal D K. Understanding Metaphors using Emotions, International Journal of Next Generation Computing, Springer. pp:pp 1â€“23,2018.

Amita jain, Minni Jain, Goonjan jain, D K Tayal. UTTAM: An Efficient Spelling Correction System for Hindi, ACM Transactions on Asian and Low-Resource Language Information Processing.2018.

Sunny Rai, S. Chakerverty, Tayal D K. A Study on Impact of Context on Metaphor Detection, The Computer Journal, Oxford. London: (IF- 0. 792), SCI-E Indexed, SCOPUS.2018.

Charu Gupta, Amita Jain, D K Tayal, Oscar Castillo . ClusFuDE: Forecasting Low Dimensional Numerical Data using an Improved Method based on Automatic Clustering", Fuzzy Relationships and Differential Evolution, Engineering Applications of Artificial Intelligence, SCI indexed, Impact factor 2.9, Elsevier.2018.

Arti Jain, Devendra K. Tayal, Anuja Arora. OntoHindi NER - An Ontology Based Novel Approach for Hindi Named Entity Recognition , International Journal of Artificial Intelligence, SCOPUS Indexed. Vol. Vol. 16, no.2,2018.

Vij, S., Jain, A., Tayal, D., & Castillo, O. . An Analytical Insight to Investigate the Research Patterns in the Realm of Type-2 Fuzzy Logic, Journal of Automation, Mobile Robotics & Intelligent Systems. Vol. 12,2018.

S. Vij, A. Jain, D. Tayal, Oscar Castillo. Fuzzy Logic for Inculcating Significance of Semantic Relations in Word Sense Disambiguation using WordNet Graph, International Journal of Fuzzy Systems ,SPRINGER VERLAG, SCI Indexed.2018.

Rani P, Bhatia MPS, Tayal DK. An Astute SNA with OWA Operator to Compare the Social Networks, International Journal of Computer Science.2017.

A.Jain, D.K.Tayal, M.Khari, S.Vij. A Novel Method for Test Path Prioritization using Centrality Measures, International Journal of Open Source Software and Processes. Vol. Volume-7,Issue-4,2017.

Jain, A., Tayal, D. K., & Vij, S. A Semi-Supervised Graph-based Algorithm for Word Sense Disambiguation, Global Journal of Enterprise Information System. Vol. Volume-8,Issue-2,2017.

Jain, A., Singh, A., Tayal, D. K., & Vij, S. Amalgamating Data Analytics and Machine Learning for Predicting Sex Ratio and Infant Mortality Rate to Improve Gender Composition, Global Journal of Enterprise Information System. Vol. Volume-8,Issue-3, pp:1-5,2017.

D.K.Tayal, S.Vij, G. Malik, A.Singh. An OCR based automated method for textual analysis of questionnaires, IJCSE. pp:184-191,2017.

Devendra K. Tayal & Sumit K. Yadav. Sentimental Analysis on Social Campaign Swacch Bharat Abhiyan using Unigram Method, INTERNATIONAL JOURNAL OF ARTIFICIAL INTELLIGENCE & SOCIETY, Springer Verlag Publications, London.2016.

Anupama Kaushik, D.K. Tayal, Kalpana Yadav and A. Kaur. Integrating Firefly Algorithm in Artificial Neural Netword Models for Accurate Software Cost Predictions, INTERNATIONAL JOURNAL OF SOFTWARE EVOLUTION AND PROCESS,. Vol. Vol. 28, Issue 8,2016.

A. Jain , D. K. Tayal, , Sudesh Yadav. Retrieving Web Search Results Using Max-Max Soft Clustering for Hindi Query, International Journal of System Assurance Engineering & Management, Springer, Netherlands. Vol. Volume 7, pp:70-81,2016.

D K Tayal & P C Saxena. Multivalued Dependencies in Fuzzy Multivalued Databases using fuzzy functions, INTERNATIONAL JOURNAL OF UNCERTAINTY, FUZZINESS & KNOWLEDGE BASED SYSTEMS. Vol. Vol 23 No. 4,2015.

A. Jain, D.K.Tayal, Sunny Rai. Shrinking Digital Gap through Automatic Generation and Updation of WordNet for Indian Languages, INTERNATIONAL JOURNAL OF ARTIFICIAL INTELLIGENCE & SOCIETY. Vol. Vol. 30 No. 2,2015.

D.K. Tayal & Sumit Yadav. Word Level Sentiment Analysis Using Fuzzy Sets, International Journal of Advances in Sciences & Technology.2015.

D. K. Tayal, A. Jain, Surbhi Arora, Surbhi Agarwal, Tushar Gupta, Nikhil Tyagi. Crime Detection and Criminal Identification in India using Data Mining Techniques, INTERNATIONAL JOURNAL OF ARTIFICIAL INTELLIGENCE & SOCIETY. Vol. Vol. 30 Issue 1,2015.

D K Tayal, A Jain, Divya Gupta, Garvita Saini. A new method to predict Box Office Collections for Bollywood movies using online opinion mining, INTERNATIONAL JOURNAL OF ENGINEERING INTELLIGENT SYSTEMS, United Kingdom.2015.

D K Tayal, A Jain, Shuchi Gupta, Neha Dimri. â€œ Metasurfer- A new Metasearch Engine based on FAHP and modified EOWA operator, INTERNATIONAL JOURNAL OF SYSTEM ASSURANCE ENGINEERING & MANAGEMENT, Springer, Netherlands. Vol. Vol 6.4 , pp:487-499,2015.

A Jain, D K Tayal , Kanika Mittal. Automatically Incorporating Context meaning in Query Expansion using Graph Connectivity measures, INTERNATIONAL JOURNAL OF PROGRESS IN ARTIFICIAL INTELLIGENCE, Springer Verlag, Germany. Vol. Vol 2 ,2-3,2014.

D K Tayal, P C Saxena, Ankita Sharma, Garima Khanna & Shubangi Gupta . A New Method for solving Reviewer Assignment Problem Using Type-2 Fuzzy Sets and Fuzzy Functions, INTERNATIONAL JOURNAL OF APPLIED INTELLIGENCE, Springer, New York. Vol. Vol. 38, Issue 4,2013.

D.K.Tayal & P.C.Saxena . Normalisation in type-2 fuzzy relational Data Model Based on Fuzzy Functional Dependency using Fuzzy Functions, INTERNATIONAL JOURNAL OF UNCERTAINITY, FUZZINESS & KNOWLEDGE BASED SYSTEMS. Vol. Vol 20. No. 1,2012.

D.K.Tayal & Deepa Bura. An Efficient Approach for Identifying Functional Dependencies in a Database Class, IUP JOURNAL OF INFORMATION TECHNOLOGY. Vol. Vol 8(1),2012.

J.P.Gupta, D K Tayal & A. Jain . A TENGRAM method based on Part-of- speech Tagging of multi-category words in Hindi Language , INTERNATIONAL JOURNAL OF EXPERT SYSTEM WITH APPLICATIONS. Vol. 38, pp:15084-15093,2011.

D.K.Tayal & Satya Komaragiri. Comparative Analysis of the Impact of Blogging and Micro- blogging on Market Performance, INTERNATIONAL JOURNAL OF COMPUTER SCIENCE & ENGG. Vol. Vol. I, Issue -03,2009.

D.K.Tayal , Neha Gupta & Paneha Bhasin. A Fuzzy Analytical Hierarchical Process Based Career Decision Making For B.Tech Admissions In Delhi Region, IUP JOURNAL OF INFORMATION TECHNOLOGY. Vol. Vol. 5, Issue 4,2009.

D.K.Tayal & Vinita Gupta. Fuzzy Expert System for Noise Induced Sleep Disturbance and Health Effects, BVICAM INTERNATIONAL JOURNAL OF INFORMATION TECHNOLOGY.. Vol. Vol. I, Issue 3,2009.

D.K.Tayal, Vinita Mittal, A Jain. On reverse engineering an object-oriented code into UML class diagrams incorporating extensible mechanisms, ACM SIGSOFT SEN. Vol. Volume 33, No. 5,2008.

D.K.Tayal & P.C.Saxena. Fuzzy Join dependency in Fuzzy Relational Databases, INTERNATIONAL JOURNAL OF INTELLIGENT TECHNOLOGY, WASET, France,. Vol. Vol. 2 (No.1),2007.

D K Tayal & P.C.Saxena. Fuzzy equiâ€“join operator in type-1 & type-2 fuzzy-relational databases, INTERNATIONAL JOURNAL OF COMPUTING, MULTIMEDIA & INTELLIGENT TECHNIQUES ,Poland. Vol. 3,2007.

B.K. Tyagi, R.N.Dutta, Shafruddin, D.K. Tayal . A Complete Axiomatization of fuzzy functional dependencies using fuzzy function, INTERNATIONAL JOURNAL OF FUZZY SETS AND SYSTEMS, Elsevier Science Publication, Science Direct. Vol. Vol. 151(No 2),2005.

CONFERENCE PAPERS

Sonakshi Vii; Devendra Tayal; Amita Jain . A Fuzzy WordNet graph based approach to find key terms for students short answer evaluation, In 4th International Conference on Internet of Things: Smart Innovation and Usages (IoT-SIU), 2019. (KEC,Ghaziabad India)

Amita Jain, Basanti Pal Nandi, Charu Gupta, Devendra KumarTayal. A Hybrid Framework based on PSO and Neutrosophic Set for Document level Sentiment Analysis, In 2nd International Conference on Information Technology and Applied Mathematics (ICITAM 2019), 2019. (HIT Haldia, India)

Sonakshi Vij, Amita Jain, Devendra Tayal. A Genetic Algorithm Based Approach for Word Sense Disambiguation using Fuzzy WordNet Graphs, In International Seminar in Computational Intelligence,. Springer Verlag (Studies in Computational Intelligence Series) , 2019

Anupama Kaushik, Devendra Kr. Tayal Kalpana Yadav. A Fuzzy Approach for Cost and Time Optimization in Agile Software Development, In 3rd International Conference on Advanced Computing and Intelligent Engineering (ICACIE), 2018. (Bhubaneswar, India)

2. Rani P., Bhatia M P S, Tayal DK. Qualitative SNA Methodology, In Proceedings of the 12th INDIACom and 5th International Conference on Computing for Sustainable Global Development, 2018. (India)

Rani P., Bhatia MPS, Tayal DK. A Soft Computing based approach to Group relationship analysis using weighted arithmetic and geometric mean, In International Conference on Innovative Computing and Communication(ICICC-2018). Springer, 2018. (India)

Rani P.,Bhatia MPS, Tayal DK. Different Aspects & Potential Challenges in Social Networks, In 3rd International Conference on Information , Communication and Computing Technology(ICICCT-2018), pages 1-12. Springer, 2018

K. Meena, Tayal DK. Big Data Biggest Problem: Load Imbalancing, In International Conference on Communication, Computing and Networking. Springer, 2018. (NITTTR Chandigarh)

D K Tayal, Kanak Meena, Sonakshi Vij. Tackling Cyberstalking: Problem and Prevention, In INDIACom-2018 ; Computing for Nation Development. IEEE Delhi Section., 2018

D K Tayal, Kanak Meena, Sonakshi Vij, Amita Jain, Somyaa Aggarwal, Raji Dhanker. Investigation of Web Information Retrieval Techniques, In Computing for Nation Development. IEEE Delhi Section., 2018. (India)

D K Tayal, Kanak Meena, Vaidehi Gupta, Aiman Fatima, Sonakshi Vij. Analysis of Various Data Mining Techniques for Blood related Disease Anemia along with Fuzzy Logic and Machine Learning, In Computing for Nation Development. IEEE Delhi Section., 2018. (Delhi, India)

D K Tayal, Kanak Meena, Sonakshi Vij, Amita Jain, Monika. Recent Advancements in the field of Topic Labeling, In IndiaComm-2018, Computing for Nation Development. IEEE Delhi Section., 2018

G. Malik, S. Vij, D. Tayal, A. Jain. E-ALIVE ,â€œAn Integrated Platform Based on Machine Learning Techniques to Aware & Educate Common people with the current Statistics of Maternal and Child Health Care, In ACM Women in Research,(ISDB- ACM- WIR). ACM, 2018

S.Vij, D.Tayal, A.Jain. Text Summarization using WordNet Graph based Sentence Ranking, In ICCCN 2018, 2nd International conference on communication, computing and networking . Springer, 2018. (NITTTR Chandigarh)

G.Malik, D.Tayal, S.Vij . Tackling Cyberstalking: Problem and Prevention, In INDIACom - 2018; Computing for Nation Development. IEEE Delhi Section., 2018. (Bharati Vidyapeeth, New Delhi (INDIA))

G.Malik, D.Tayal, S.Vij. Investigation of Web Information Retrieval Techniques, In INDIACom - 2018; Computing for Nation Development. IEEE Delhi Section., 2018. (Bharati Vidyapeeth, New Delhi (INDIA))

G.Malik, D.Tayal, S.Vij. Analysis of Various Data Mining Techniques for Blood Related Disease Anemia along with Fuzzy Logic and Machine Learning, In INDIACom - 2018; Computing for Nation Development. IEEE Delhi Section., 2018. (Bharati Vidyapeeth, New Delhi (INDIA))

G.Malik, D.Tayal, S.Vij. A Study on the Recent Advancements in the Field of Topic Labeling, In NDIACom - 2018; Computing for Nation Development. IEEE Delhi Section., 2018. (Bharati Vidyapeeth, New Delhi (INDIA))

Rai, Sunny, Shampa Chakraverty, and Devendra K. Tayal. Identifying Metaphors using Fuzzy Conceptual Features, In proceedings of ICICCT-2017, pages 379-386. Springer, 2017. (Singapore)

Rai, Sunny, Shampa Chakraverty, Devendra K. Tayal and Yash Kukreti. Soft Metaphor Detection using Fuzzy c means, In International Conference on Mining Intelligence and Knowledge Exploration, pages 402-411. Springer, 2017. (Cham)

D.K. Tayal, A.Jain, S.Vij, G.Malik, S.Prasad. An automated method for content word selection to generate WordNet graphs, In International Conference on Computing for Sustainable Global Development. IEEE Delhi Section., 2017

AnupamaKaushik, Devendra Kr. TayalKalpanaYadav. A Review on Software Cost Estimation techniques in Agile Projects, In International Conference on Computing for Sustainable Global Development , 2017. (Bharti Vidhyapeeth Institute of Computer Application and Management)

D.K.Tayal, S.Vij, M.Khari, D.Tayal,A.Jain. An analysis of security considerations in Opportunistic Networks, In International Conference on Computing for Sustainable Global Development. IEEE Delhi Section., 2017

D.K.Tayal, A.Jain, S.Vij, A.Singh. An analysis of various graph based clustering techniques , In International Conference on Computing for Sustainable Global Development. IEEE Delhi Section., 2017

D.K.Tayal, S.Vij, D.Chaudhary, S.Gupta, A.Jain. An Analysis of Graph-based Query Expansion Techniques, In International Conference on Computing for Sustainable Global Development. IEEE Delhi Section., 2017

D.K.Tayal, S.Vij. A Survey on Optical Character Recognition , In International Conference on Computing for Sustainable Global Development. IEEE Delhi Section., 2017

D.K.Tayal, S.Vij, G.Malik, A.Singh. Applying Data Analytics to Agricultural Sector for Upcoming Smart Cities, In International Conference on Computing for Sustainable Global Development. IEEE Delhi Section., 2017

D.K.Tayal, K.Meena. Survey On Associative Classification Techniques In Big-Data , In 3rd International Conference on Computing for Sustainable Global Development. IEEE Delhi Section., 2017

D.K.Tayal, K.Meena, S.Jain, A.Bhatia. Privacy in Big Data: An Overview, In 3rd International Conference on Computing for Sustainable Global Development. IEEE Delhi Section., 2017

Jain, A., Tayal, D. K., & Vij, S.. A Semi-Supervised Graph-based Algorithm for Word Sense Disambiguation, In Global Journal of Enterprise Information System, pages 13-19, 2017

G.Malik, D.Tayal, S.Vij. An Analysis of the Role of Artificial Intelligence in Education and Teaching, In ICACNI 2017 (5th International Conference on Advanced Computing, Networking, and Informatics),. Advances in Intelligent Systems and Computing, Springer, SCOPUS Indexed., 2017. (NIT-Goa)

D.K. Tayal, A.Jain, S.Vij, G.Malik, S.Prasad. An automated method for content word selection to generate WordNet graphs, In INDIACom - 2017; International Conference on Computing for Sustainable Global Development. IEEE Delhi Section., 2017

D.K.Tayal, A.Jain, S.Vij, A.Singh. An analysis of various graph based clustering techniques, In INDIACom â€“ 2017. IEEE Delhi Section., 2017

K.Tayal, S.Vij, D.Chaudhary, S.Gupta, A.Jain. An Analysis of Graph-based Query Expansion Techniques , In INDIACom - 2017. IEEE Delhi Section., 2017

Rai, Sunny, Shampa Chakraverty, and Devendra K. Tayal. Supervised Metaphor Detection using Conditional Random Fields, In 4th Workshop of Metaphor in NLP, pages 18-27, 2016

Vij, S., Tayal, D. K., & Jain, A. Word sense disambiguation using fuzzy semantic relations, In Computing for Sustainable Global Development (INDIACom), 2016 3rd International Conference , pages 2197-2202. IEEE, 2016

Tayal, D. K., Jain, A., & Meena, K. Development of anti-spam technique using modified K-Means & Naive Bayes algorithm, In Computing for Sustainable Global Development (INDIACom), pages 2593-2597. IEEE, 2016

24. D. K.. Tayal, & S.K. Yadav . Fast retrieval approach of sentimental analysis with implementation of bloom filter on Hadoop, In International Conference on Computational Techniques in Information and Communication Technologies (ICCTICT) , pages 14-18, 2016. (Delhi, India)

D.K.Tayal, Shreya Chhabra and Leena Ahuja. Word Sense Disambiguation in Hindi Language Using Hyperspace Analogue to Language and Fuzzy C-Means Clustering, In 12th International Conference on Natural Language Processing(ICON-2015), 2015

D.K. Tayal & Sumit Yadav. Word Level Sentiment Analysis Using Fuzzy Sets , In International Conference on Advances in Computer Science and Information Technology, 2015. (Pattaya, Thailand)

D.K.Tayal, Sumit Yadav, Komal Gupta, Bhawna Rajput, Kiran Kumari. Polarity Detection of Sarcastic Political Tweets, In International Conference on "Computing for Sustainable Global Development. IEEE, 2014

D.K.Tayal, Sumit Yadav. Analysis of Sentiments & Polarity Computation of Opinions, In 2nd International Conference on Telecommunication and Networks TEL-NET 2017. IEEE, 2014

D.K. Tayal & A.Jain. Named Entity Recognition for Hindi Language Using Association Rules, In International Conference on Data Mining & Intelligent Computing. IEEE, 2014

A. Jain, Sudesh Kumari Yadav, D K Tayal. Measuring Context-Meaning for Open Class Words in Hindi Language, In International Conference on 6th International Conference on Contemporary Computing, 2013

D.K.Tayal, Shuchi Gupta, Neha Dimri. Evolution Of Ordered Weighted Averaging Operators And Their Role In Solving MCDM And GDM Problems, In International Conference on Artificial Intelligence and Soft Computing. IEEE, 2012. (IIT-BHU)

D. K. Tayal, Smita Sabharwal, A Jain, Kanika Mittal. Intelligent Query Expansion for the Queries including Numerical Terms, In Communication Technologies & its impact on Next Generation Computing CTNGC . INTERNATIONAL JOURNAL OF COMPUTER APPLICATIONSÂ® (IJCA),USA, 2012

D. K.Tayal & Charu Gupta. A new Scale Factor for Differential Evolution Optimization, In National Conference on Communication Technologies & its impact on Next Generation Computing CTNGC 2012. INTERNATIONAL JOURNAL OF COMPUTER APPLICATIONSÂ® (IJCA),USA., 2012

D.K.Tayal , Charu Gupta, A Jain. A new Crossover Operator for Differential Evolution in Numerical Optimization, In International Conference on Communication, Information & Computing Technology (ICCICT). IEEE, 2012. (Mumbai, India)