Bio-Sketch
Dr. Amita Jain has done her B.E.(CSE), M. Tech. (IT)and PhD (Natural Language Processing) from Jawaharlal Nehru University, New Delhi. She is having 22 years teaching and research experience. She has published 131 research papers in highly reputed International Journals and conferences including ACM Transactions, IEEE, Elsevier, Springer etc. She is managing editor in International Journal of Forensic Software Engineering, Inderscience. She has organized five and delivered twenty four invited talks in International Conferences, Seminars and Workshops held in NITs, DTU, DU etc. She supervised five Ph.D. students and four students are working under her guidance. She has worked as Nodal officer (Training), Nodal Officer (Media and Communication) in various general elections. She has received premium and commendable research awards. She has also been allotted a Research project titled” Generation of Hindi-English Code Mixed Computational Lexicon and Chatbot Counselling Application for Depression Disorder” financially sponsored by IIT Mandi, Ministry of Science and Technology
- International Journal
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62. Pratima Singh Amita Jain* “CUP_CDLSTM: Civil Unrest Event Prediction using Convolutional Neural Network, DistilBERT and Long Short-Term Memory," IEEE Transactions on Computational Social Systems, SCIE indexed, 2024, Impact Factor 4.5, in press
61. Minni Jain, Siddh Jain, Amita Jain*, Bhavuk Garg, “CDME-GAT: Context-Aware Depression Detection using Multi Embedding and Graph Attention Networks in Social Media Text” IEEE Transactions on Computational Social Systems, 10.1109/TCSS.2024.3402689, impact factor 4.5
60. Pratima Singh Amita Jain* “Context-Aware Civil Unrest Event Prediction Using Neutrosophic-Aspect-Based Sentiment Analysis, PSO, and Hierarchical LSTM," IEEE Transactions on Computational Social Systems, DOI: 10.1109/TCSS.2023.3338509, 2023, SCIE indexed, 2024, Volume: 11, Issue: 3, 10.1109/TCSS.2023.3338509, Impact Factor 4.5
59. S. Ghosal and Amita Jain* "HateCircle and Unsupervised Hate Speech Detection incorporating Emotion and Contextual Semantic" ACM Transactions on Asian and Low Resource Language Information Processing, Volume 22, Issue 4, Article No.: 108, pp 1–28, https://doi.org/10.1145/3576913, SCIE indexed Impact Factor 2.0, 2023
58. Minni Jain, Rajni Jindal, Amita Jain* “Automatic Construction of Interval-Valued Fuzzy Hindi WordNet using Lexico-Syntactic Patterns and Word Embeddings” ACM Transactions on Asian and Low Resource Language Information Processing, SCIE indexed Impact Factor 2.0, 2023, https://doi.org/10.1145/3643132
57. Minni Jain, Rajni Jindal, Amita Jain* “DoSLex: All Domain Semantically Rich Sentiment Lexicon for Low–Resource Languages” Language Resources and Evaluation Springer SCIE impact factor: 2.7
56. Kanika Mittal, Kunwar Singh Vaisla, Amita Jain “A Neuro-Fuzzy Algorithm For Query Expansion And Information Retrieval” Multimedia Tools and Applications, SCIE), Impact Factor: 3.6, in press, 2024, https://doi.org/10.1007/s11042-024-19662-2
55. Somiya Rani Amita Jain et al. “CCheXR-Attention: Clinical Concept Extraction and Chest X-ray Reports Classification using Modified Mogrifier and Bidirectional LSTM with Multihead Attention”, International Journal of Imaging Systems and Technology, impact factor 2.177, http://dx.doi.org/10.1002/ima.23025, SCIE Indexed
54. S. Ghosal, Amita Jain* “CatRevenge: Towards Effective Revenge Text Detection in Online Social Media with Paragraph Embedding and CATBoost” Multimedia Tools and Applications, SCIE), Impact Factor: 3.6, in press, 2024
53. Minni Jain, Rajni Jindal, Amita Jain* "An Experimental Study of Game Theory with Various Word Embeddings for Automatic Extractive Text Summarization", Multimedia Tools and Applications, SCIE), Impact Factor: 3.6, in press, 2024
52. Somiya Rani, Amita Jain “Aspect-based Sentiment Analysis of Drug Reviews using Multi-Task Learning based Dual BiLSTM Model" Multimedia Tools and Applications, SCIE), Impact Factor: 3.6, https://doi.org/10.1007/s11042-023-16360-3, in press,
51. Minni Jain, Rajni Jindal, Amita Jain “Code-Mixed Hindi-English Text Correction using Fuzzy Graph and Word Embedding” Expert Systems, Wiley, SCIE Indexed, Impact Factor 2.8, in press
50. Somiya Rani, Amita Jain "Optimizing Healthcare System by Amalgamation of Text Processing and Deep Learning: A Systematic Review", Multimedia Tools and Applications, SCIE), Impact Factor: 2.577, in press
49. S. Ghosal, A. Jain et. al. “Inculcating Context for Emoji Powered Bengali Hate Speech Detection using Extended Fuzzy SVM and Text Embedding Models”, ACM Transactions on Asian and Low-Resource Language Information Processing, 2023, SCIE indexed, Impact Factor:1.471, DOI: https://doi.org/10.1145/3589001, in press
48. Basanti Pal Nandi, Amita Jain, Devendra K Tayal “Aspect Based Sentiment Analysis using Long-Short Term Memory and Weighted N-Gram Graph-Cut" Cognitive Computation, Springer, SCI indexed, Impact Factor: 4.89, in press
47. Basanti Pal Nandi, Amita Jain et.al. “Evolution of Neural Network to Deep Learning in prediction of Air, Water Pollution and its Indian Context” International Journal of Environmental Science and Technology, Springer, SCIE, Impact Factor: 3.52, in press
46. Minni Jain, Rajni, Jindal Amita Jain "Lexical Semantics Identification using Fuzzy Centrality Measures and BERT Embedding",
National Academy Science Letters, SCIE Indexed, Impact Factor 0.65, Springer, in press45. Sayani Ghosal and *Amita Jain “Weighted Aspect Based sentiment Analysis using extended OWA operators and WordtoVec for Tourism” Multimedia Tools And Applications, SCIE indexed, Impact Factor: 2.577, 82, 18353–18380 (2023)
44. Minni Jain Garusha Bhalla *Amita Jain Swati Sharma “Automatic Keyword Extraction For Localized Tweets Using Fuzzy Graph Connectivity Measures", Multimedia Tools And Applications. https://doi.org/10.1007/s11042-021-11893-x, SCI indexed, volume 81, pages42931–42956 (2022) SCIE indexed, Impact Factor 2.57
43. Basanti Pal Nandi, Amita Jain, Devendra Kumar Tayal, Poonam Ahuja Narang: High performing sentiment analysis based on Fast Fourier transform over temporal intuitionistic fuzzy value. Soft Computing, 26(6): 3059-3073 (2022), Impact Factor:3.732
42. Amita Jain, Kanika Mittal, Kunwar Singh Vaisla FLAKE: Fuzzy Graph Centrality-based Automatic Keyword Extraction. Computer Journal, 65(4): 926-939 (2022), Oxford University Press Impact Factor: 1.762,
41. Minni Jain, Ashima Suvarna, Amita Jain “An evolutionary game theory based approach for query expansion” Multimedia Tools and Applications, 81(2): 1971-1995 (2022), SCIE indexed, Impact Factor: 2.577
40. Sayani Ghosal, Amita Jain “Depression and Suicide Risk Detection on social Media using fastText Embedding and XGBoost Classifier” Procedia Computer Science, Elsevier, Scopus indexed, DoI: 10.1016/j.procs.2023.01.141, Volume 218, 2023, Pages 1631-1639
39. Bharti Sharma, Adeel Hashmi, Charu Gupta, Amita Jain “Collaborative Recommender System Based on Improved Firefly Algorithm” Computación y Sistemas, Vol. 26, No. 2, 2022, pp. 537–549
38. Sayani Ghosal, Amita Jain et al. “ARMLOWA: Aspect Rating Analysis with Multi-Layer Approach” Progress in Artificial Intelligence, Volume 10, issue 4, December 2021 https://doi.org/10.1007/s13748-021-00252-4
37. Charu Gupta, Amita Jain, Oscar Castillo, Nisheeth Joshi “A Scientometric Analysis of Transient Patterns in Recommender Systems with Soft Computing Techniques”, Computación y Sistemas, Vol. 25, No. 1, 2021, pp. 193–221, doi: 10.13053/CyS-25-1-3891
36. Kanika Mittal; Amita Jain et al. “A Comprehensive Review on Type 2 Fuzzy Logic Applications: past, present and future" Engineering Applications of Artificial Intelligence, Elsevier, SCI indexed, Impact Factor 7.8
35. Amita Jain, Basanti Pal Nandi, Charu Gupta, D K Tayal "Senti-NSetPSO: Large Sized Document Level Sentiment Analysis using Neutrosophic Set & Particle Swarm Optimization" Journal: Soft Computing, Springer , SCI indexed, Impact Factor 3.643, 24(1), pp.3-15, 2020
34. Amita Jain, Sudesh Yadav, Sonakshi Vij, Yogesh Kumar, Devendra Tayal "A Novel Self-Organizing Approach to Automatic Traffic Light Management System for Road Traffic Network" Wireless Personal Communications, Springer, SCIE indexed, Impact Factor 2.017, DOI: 10.1007/s11277-019-06787-z, 110(3), pp.1303-1321.
33. Sonakshi Vij, Amita Jain, Devendra Tayal, Oscar C "Scientometric Inspection of Research Progression In Hesitant Sets", Journal of Intelligent and Fuzzy Systems, Journal of Intelligent & Fuzzy Systems, vol. 38, no. 1, pp. 619-626, 2020 SCIE indexed, impact factor 1.637, 10.3233/JIFS-179435
32. Sonakshi Vij, Devendra Tayal, Amita Jain "A Machine Learning Approach for Automated Evaluation of Short Answers Using Text Similarity Based on WordNet Graphs”, Wireless Personal Communications, Springer, SCIE indexed, Impact Factor 2.017, 111(2), pp.1271-1282.
31. Charu Gupta, Amita Jain “Ind-AMSAD: A Multidimensional Design Analysis using Micro-strategy Analytics Desktop for Indian Agriculture” , Journal of Statistics and Management Systems, Scopus, ESCI indexed, Taylor and Francis publisher, Vol. 23, issue 6, 2020
30. Rani Somiya, Jain Amita, Castillo Oscar “Research Trends on Fuzzy Logic Controller for Mobile Robot Navigation: A Scientometric Study” Journal of Automation, Mobile Robotics and Intelligent Systems, Scopus Indexed, Vol. 14, No. 1, 2020
29. Fevrier Valdez, Oscar Castillo, Amita Jain, Dipak K. Jana "Nature-Inspired Optimization Algorithms for Neuro-Fuzzy Models in Real-World Control and Robotics Applications" Computational Intelligence and Neuroscience, Volume 2019, Article ID 9128451, SCIE indexed, Impact Factor 3.633
28. Amita Jain, Sonakshi Vij, Oscar Castillo "Hindi Query Expansion based on Semantic Importance of Hindi WordNet Relations and Fuzzy Graph Connectivity Measures" Computación y Sistemas, Mexico, Scopus Indexed, vol. 23, No. 4, 2019
27. Kanak Meenaa, Devendra K.Tayal, OscarCastillo, Amita Jain "Handling data-skewness in character based string similarity join using Hadoop", Applied Computing and Informatics, Elsevier, https://doi.org/10.1016/j.aci.2018.11.001]
26. S Vij, Amita Jain, Devenedra K Tayal "Performing Opinion Mining and Analytical Study for Cashless Transaction" International Journal of Forensic Software Engineering, Inderscience, vol 1, No 1, 2019
25. Charu Gupta, Amita Jain, Neeshith Joshi "DE-ForABSA- A Novel Approach to Forecast Automobiles Sales using Aspect Based Sentiment Analysis and Differential Evolution" International Journal of Information Retrieval Research (IJIRR), IGI-Global, ESCI indexed, Vol 9, Issue 1 2019
24. Sunny Rai, Amita Jain, Priyank Pandey "Inclusion of Wikipedia, a language specific knowledge resource to generate and update a synset in WordNet" International Journal of Technology, Policy and Management, Inderscience, scopus indexed, vol 19, no 4, 2019
23. Amita Jain, Minni Jain, Goonjan Jain And Devendra. K. T "UTTAM": An Efficient Spelling Correction System for Hindi Language Based on Supervised Learning" ACM Transactions on Asian Language Information Processing (Renamed as TALLIP), Vol. 18, No. 1, 2018 , SCIE Indexed, Impact Factor 1.413
22. Sonakshi Vij, Amita Jain, Devendra Tayal, Oscar Castillo "An Analytical Study for the Role of Fuzzy Logic in Improving Metaheuristic Optimization Algorithms" Journal of Automation, Mobile Robotics & Intelligent Systems, Scopus Indexed, Vol. 12, No. 4, 2018
21. 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, Elsevier, SCI indexed, Impact Factor 6.212, Vol. 71, 175-189, 2018
20. S. Vij, Amita Jain, D.K.Tayal, O.Castillo, "Fuzzy Logic for Inculcating Significance of Semantic Relations in Word Sense Disambiguation using a WordNet Graph", International journal of Fuzzy Systems, Springer, SCIE indexed, Impact Factor 4.4, February 2018, Volume 20, Issue 2, pp 444–459
19. Anshita G, Sanya B T, Garima M, S Vij, D K Tayal, Amita Jain "SLANGZY: a fuzzy logic-based algorithm for English slang meaning selection." Progress in Artificial Intelligence , Springer, Scopus, ESCI indexed, 2018, 1-11, https://doi.org/10.1007/s13748-018-0159-3
18. Charu Gupta, Amita Jain, Neeshith Joshi, Fuzzy Logic in Natural Language Processing - A closure view, Procedia Computer Science, Elsevier, Scopus indexed, Volume 132, 2018, Pages 1375-1384,
17. Sonakshi Vij, Amita Jain, Devendra Tayal, Oscar Castillo "An Analytical Insight to Investigate the Research Patterns in the Realm of Type-2 Fuzzy Logic " Journal of Automation, Mobile Robotics & Intelligent systems, Scopus Indexed , Vol 12, No 2, 2018
16. Ayush Aggarwal, Chhavi Sharma, Minni Jain and Amita Jain "Semi Supervised Graph Based Keyword Extraction Using Lexical Chains and Centrality Measures" Computación y Sistemas, Mexico, scopus indexed, Vol 22, No 4 (2018)
15. Amita Jain, & Lobiyal, D. K. "Fuzzy Hindi WordNet and Word Sense Disambiguation Using Fuzzy Graph Connectivity Measures."ACM Transactions on Asian Language Information Processing (renamed as TALLIP) , SCIE indexed, 15(2), 8, Impact Factor 1.4
14. Amita Jain, and Minni Jain. "Location based Twitter Opinion Mining using Common-Sense Information." Global Journal of Enterprise Information System 9.2 (2017): 28-32.
13. Amita Jain, Charu Gupta. "A Genetic Algorithm based Approach in Predicting and Optimizing Sickle Cell Anaemia." Global Journal of Enterprise Information System 8.4: 92-97, 2017
12. Amita Jain , Sunny Rai, Ankita Manaktala, Lokender Sarna "Analysing Asymmetrical Associations using Fuzzy Graph and Discovering Hidden Connections in Facebook." Global Journal of Enterprise Information System 9.1: 1-12. 2017
11. Amita Jain, Devendra K Tayal, Sudesh Yadav "Retrieving Web Search Results for a Hindi Query using Max-Max Soft Clustering," International Journal of System Assurance Engineering and Management, Springer, Scopus, ESCI Indexed, Vol. 7, Dec 2016
10. Jain, Amita, Amishapriya Singh, D K Tayal, Sonakshi Vij "Amalgamating Data Analytics and Machine Learning for Predicting Sex Ratio and Infant Mortality Rate to Improve Gender Composition." Global Journal of Enterprise Information System 8.3 (2016): 1-5.
9. Amita Jain , D K Tayal, Manju Khari, Sonakshi Vij, "A novel method for test path prioritization using centrality measures " International journal of open source software and processes, IGI-Global, Scopus Indexed, 7.4 (2016): 19-38.
8. Jain, Amita, Devendra Kumar Tayal, and Sonakshi Vij. "A Semi-Supervised Graph-based Algorithm for Word Sense Disambiguation." Global Journal of Enterprise Information System 8.2 (2016): 13-19.
7. Amita Jain, Devendra K. Tayal, Sunny Rai "Shrinking digital gap through automatic generation of WordNet for Indian languages” Springer , Scopus indexed, AI & SOCIETY 30.2, 215-222, 2015
6. Devendra K Tayal, Amita Jain, Neha Dimri, Suchi Gupta " MetaSurfer: a new metasearch engine based on FAHP and modified EOWA operator " International Journal of System Assurance and Engineering Management, Springer, scopus indexed, Vol. 6, Dec 2015
5. Kanika Mittal and Amita Jain "Word Sense Disambiguation Method Using Semantic Similarity Measures And OWA Operator" ICTACT Journal on Soft Computing, 5.2, 2015.
4. Devendra Tayal, Amita Jain, Divya Gupta and Garvita Saini A new method to predict boxoffice collections for Bollywood movies using online opinion mining, Engineering Intelligent Systems, CRL Publishing, Scopus Indexed, Vol 23 No 2 June 2015
3. Amita Jain, Kanika Mittal, Devendra K Tayal ”Automatically incorporating context meaning in query expansion using graph connectivity measures” Progress in Artificial Intelligence, Springer, Scopus, ESCI indexed, 2.2-3, 2014.
2. D.K.Tayal, Amita Jain, Vinita, “On reverse engineering an object-oriented code into UML class diagrams incorporating extensible mechanisms”, ACM SIGSOFT SEN, Volume 33, No. 5, 2008
1. Amita Jain, D K Lobiyal “A New Approach for Unsupervised Word Sense Disambiguation in Hindi Language using Graph Connectivity Measures” International Journal of Artificial Intelligence and Soft Computing, Inderscience, 4.4, 2014.
- International Conference
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60. Amita Jain*, Garvin Bhati, Vandana Rajput, Shubham Tiwari, Minni Jain, and Mahima Kapoor “Identification of Cognitive Distortions using Weighted Ensemble Approach”, 2nd International Conference on Machine Intelligence for Research & Innovations, NIT Srinagar, 21June to 23 June 24
59. Pratima Singh Amita Jain “Event Extraction from Text using BERT-Enhanced Graph Attention Networks” International conference on Information Technology and Intelligence, Dr B R Ambedkar Institute of Technology, Port Blair Andaman and Nicobar, 14-16 Oct 2024
58. Pratima Singh, Amita Jain* “A BERT-BiLSTM Approach for Socio Political News Detection" 5th Doctoral Symposium on Computational Intelligence (Dosci-2024), Institute of Engineering & Technology, Dr APJ Abdul Kalam Technical University, Lucknow, India, 10 May 2024
57. Sayani Ghosal, D K Tayal. Amita Jain “HopeWVBL: Improving automatic Hope Speech detection using word embedding and Bidirectional LSTM ” International conference on Information Technology and Intelligence, Dr B R Ambedkar Institute of Technology, Port Blair Andaman and Nicobar, 14-16 Oct 2024
56. Ishan M, Amita Jain*, Mamta S, Vaibhav Patil, Swati Kedia, Nishtha Chawla, Minni, Depression Detection by Extracting PHQ-8 Scores from Semi-Clinical Interviews using Machine Learning and Deep Learning, 2nd International Conference on Machine Intelligence for Research & Innovations, NIT Srinagar, 21June to 23 June 2455. Bhavneet Singh, Ashpreet Kaur, Basanti Pal Nandi, Amita Jain and Devender Tayal “Categorization of Textual Data: Harnessing Recurrent Neural Networks and ConceptNet for Extensive Topic” International Conference on Electrical Electronics and Computing Technologies (ICEECT) Mining,2024 54. Poojan V, Devendra KT, Daksh K, Mayank M, Amita Jain* “Solving Complex Joint Entrance Exam Questions using Large Language Models”, 2nd International Conference on Machine Intelligence for Research & Innovations, NIT Srinagar, 21June to 23 June 2453. Neha, Devendra KT, Amita Jain Comparative analysis of meta-analysis and data-merging techniques for rebuilding gene-gene interaction network, 2nd International Conference on Machine Intelligence for Research & Innovations, NIT Srinagar, 21June to 23 June 2452. Sayani Ghosal, Amita Jain “Target Specific Stance Detection from Social Media with Multilayer Perceptron” 7th International Conference On Innovative Computing And Communication, 16-17 Feb 2024, Delhi
51. Jyoti Singh, Ishan Mangotra, Minni Jain, Amita Jain “A hybrid approach for Depression Detection using word embedding, Naive Bayes and Bi-LSTM Models” 2nd International Conference on Advances in Data-driven Computing and Intelligent Systems (ADCIS 2023), 21-23 Sep 23, BITS Pilani, K K Birla Goa Campus, National Forensic Sciences University, September 21-23, 2023, https://scrs.in/conference/adcis23, accepted and paper presented
50. Jyoti Singh, Amita Jain “Automatic Depression Detection using Word Embedding and Deep Learning”, 3rd International Conference on Computing and Communication Networks, (ICCCNet-2023), Manchester Metropolitan University, United Kingdom, 17-18th Nov, 2023, https://icccn.co.uk/, accepted
49. Bhavneet Singh, Amita Jain, D K Tayal, Basanti Pal Nandi “An optimized textual document categorization based on Fast Fourier Transform”, Seventh International Conference on Smart Trends in Computing and Communications ( SmartCom – 2023 ), 24–25 January 2023 | Jaipur, India.
48.Amita Jain et al. “Anatomization of Narcotics Drugs Confiscated in Provinces of India” "International Conference on Nanotechnology for Better Living" from 25-29 May 2023, held at NIT Srinagar in collaboration with IIT BHU.
47. Bhavneet Singh, Amita Jain, D K Tayal, Basanti Pal Nandi “An optimized textual document categorization based on Fast Fourier Transform”, Seventh International Conference on Smart Trends in Computing and Communications, 24–25 January 2023 | Jaipur, India.
46. Amita Jain et al. “Anatomization of Narcotics Drugs Confiscated in Provinces of India” "International Conference on Nanotechnology for Better Living" from 25-29 May 2023, to be held at NIT Srinagar in collaboration with IIT BHU.
45. Sayani Ghosal, Amita Jain, Devendra K Tayal “An approach to detect Abusive Content incorporating Word2Vec and Multilayer Perceptron”, IEEE Bombay Section Signature Conference (IBSSC) - 2022 , 8-10 December 2022, MPSTME, Mumbai, India
44. Devendra Kumar T; Amita Jain; Kirti , Hunny Gaur “Customized Point Generation for Text Summarization” 2022 International Conference on Computing, Communication, and Intelligent Systems (ICCCIS) DOI: 10.1109/ICCCIS56430.2022, 4-5 Nov. 2022
43. Somiya Rani, Amita Jain “Specialized Lexicon Development for Dermatological Diseases” International Conference on Intelligent Computing Systems and Applications National Institute of Technology Silchar, September 23-24, 2022
42. Devendra Kumar Tayal, Amita Jain, Nikita Shrivastava, Akshita Jain and Hunny Gaur, “Knowledge Enhancement using Question Generation for Images and Chart Data Input” , 4th International Conference on Artificial Intelligence and Speech Technology, IGDTUW Delhi, 2022
41. Somiya Rani, Amita Jain “DFM: Deep Fusion Model for COVID-19 Vaccine Sentiment Analysis” International Conference on Advances in Computer Engineering and Communication Systems (ICACECS-2022) 11-12 Aug 22, VNR Vignana Jyothi Institute of Engineering and Technology, Hyderabad, Telangana
40.Sonakshi Vij, Deepali Virmani, Amita Jain, Retrospective Inspection for Research in Natural Language Processing of Hindi Language using Fuzzy Logic, Seventh International Conference on ICT for Sustainable Development, 29-30 July 22 Goa
39. Sayani Ghosal, Amita Jain "Analysis Of Misogynistic And Aggressive Text In Social Media With Multilayer Perceptron" 3rd International Conference on Emerging Technologies In Data Mining And Information Security, Held At Kolkata, 23-25 Feb 22, Advances in Intelligent Systems and Computing book series (AISC,volume 1348)
38. Himani Mishra and Amita Jain “D-Test: Decentralized Application for preventing Fake Covid-19 Test Certificate Scam by Blockchain” 3rd International Conference on Data Analytics & Management (ICDAM-2022)
37. Nidhi Agarwal, Amita Jain, Ayush Gupta & Devendra Kumar Tayal “Applying XGBoost Machine Learning Model to Succor Astronomers Detect Exoplanets in Distant Galaxies, International Conference on Artificial Intelligence and Speech Technology, IGDTUW, Delhi
36. Jain M., Sharma G., Jain A. (2021) A Scientometric Inspection of Research Based on WordNet Lexical During 1995–2019. In: Satapathy S.C., Bhateja V., Favorskaya M.N., Adilakshmi T. (eds) Smart Computing Techniques and Applications. Smart Innovation, Systems and Technologies, vol 224. Springer, Singapore. https://doi.org/10.1007/978-981-16-1502-3_10
35. Kanika Mittal, Amita Jain, K S Vaisla, D K Tayal, “A Novel method for Reviewer Assignment Problem based on Reviewers' Profile and Fuzzy Graph Connectivity Measure” 2020 International Conference on Intelligent Engineering and Management (ICIEM), IEEE, Amity University, London, UK
34. Sonakshi Vii; Devendra Tayal; Amita Jain "A Fuzzy WordNet graph based approach to find key terms for students short answer evaluation" 2019 4th International Conference on Internet of Things: Smart Innovation and Usages (IoT-SIU), 18-19 April 2019, KEC Ghaziabad India
33. Sonakshi Vii ; Harsimran Kaur ; Namerta Sharma; Amita Jain "A solitary approach to test path prioritization using significance of centrality measures" 2019 4th International Conference on Internet of Things: Smart Innovation and Usages (IoT-SIU), 18-19 April 2019, KEC Ghaziabad India
32. Kanika Mittal ; Amita Jain; Kunwar Singh Vaisla "Understanding Reviewer Assignment Problem and its Issues and Challenges" 2019 4th International Conference on Internet of Things: Smart Innovation and Usages (IoT-SIU), 18-19 April 2019, KEC Ghaziabad India
31. Amita Jain, Basanti Pal Nandi, Charu Gupta, Devendra Kumar Tayal "A Hybrid Framework based on PSO and Neutrosophic Set for Document level Sentiment Analysis" 2nd International Conference on Information Technology and Applied Mathematics (ICITAM 2019), March 07-09, 2019 at HIT Haldia, India
30. D. K. Tayal, Amita Jain, A. Roy and M. Gupta, "An Improved Word Similarity Measure For Ontological Context," International Conference on Advances in Computing, Communication and Control (ICAC3), Mumbai, India, 2019, pp. 1-5, doi: 10.1109/ICAC347590.2019.9036768.
29. Amita Jain, Basanti Pal Nandi, “Intuitionistic and Neutrosophic Fuzzy Logic: Basic Concepts and Applications” Book entitled: “Hybrid Intelligent Systems in Control, Pattern Recognition and Medicine”, to be published by Springer Verlag in 2019.
28. Minni Jain, Amita Jain, Rajni Jindal "Building Domain-Specific Sentiment Lexicon Using Label Propagation On Common-Sense Semantic Network" Joint 10th International Conference On Soft Computing And Intelligent Systems (SCIS) And 19th International Symposium On Advanced Intelligent Systems December 05, 2018 - December 08, 2018, Location: Toyama, Japan, Nagaoka University Of Technology
27. Minni Jain, Amita Jain, Amit chaudhary "Role of Sentiment Lexicons in Sentiment Analysis and their Performance", 5Th International Conference on Computing for Sustainable Global Development, March 2018 at, New Delhi, IEEE, Scopus indexed
26. Amita Jain, Charu Gupta, Tanu Sharma and Palak Girdhar. A Comprehensive Analysis of Tree Based Algorithms in Utility Mining, 5th International Conference on Computing for Sustainable Global Development, March 2018 at, New Delhi, IEEE, scopus indexed
25. S.Aggarwal, R.Dhankher, Amita Jain, D.K.Tayal, S.Vij, K.Meena, Investigation of Web Information Retrieval Techniques, technically sponsored by IEEE Delhi Section, 14th - 16th March, 2018 , New Delhi (INDIA)
24. Monika, S.Vij, Amita Jain, D.K.Tayal, K.Meena, A Study on the Recent Advancements in the Field of Topic Labeling, INDIACom – 2018, technically sponsored by IEEE Delhi Section, 14th - 16th March, 2018 New Delhi (INDIA),
23. Amita Jain et al. "Sentiment analysis on the social campaign Beti Bachao, Beti Padhao", National Conference on Computing, Informatics and Networks, BPIT Delhi, 3 May 2018.
22. Charu Gupta, Amita Jain, A Comprehensive Insight into Aspect Based Sentiment Analysis and its Current Challenges, 4Th International Conference on Computing for Sustainable Global Development, March 2017 at, New Delhi
21. Amita Jain, Charu Gupta, Tanu Sharma, Nancy Hada, Sharadha Jaichand A New Approach to Mine Frequent Patterns in Transactional Databases, 4Th International Conference on Computing for Sustainable Global Development, March 2017 at, New Delhi
20. Devendra tayal, Kanak Meena, Sakshi Jain, Arushi Butan, Amita Jain Privacy in Big Data: An Overview; 4Th International Conference on Computing for Sustainable Global Development, March 2017 at, New Delhi
19. Amita Jain, D.K.Tayal, Sonakshi Vij, Garima malik, sameeksha Prasad, An Automated method for content word selection to create WordNet graphs, 4Th International Conference on Computing for Sustainable Global Development, March 2017 at, New Delhi
18. D K Tayal, Sonakshi Vij, Shreya Gupta, Divisha Chaudhary, Amita Jain, Analysis of Graph-based Query Expansion Techniques, 4Th International Conference on Computing for Sustainable Global Development, March 2017 at, New Delhi
17. Amishapriya Singh, D K Tayal, Amita Jain, Sonakshi Vij, An analysis of various graph based clustering techniques, 4Th International Conference on Computing for Sustainable Global Development, March 2017 at, New Delhi
16. Amishapriya Singh , Manju Khari, Deepanshu Tayal, D K Tayal, Sonakshi Vij, Amita jain, An analysis of security considerations in Opportunistic Networks; 4Th International Conference on Computing for Sustainable Global Development, March 2017 at, New Delhi
15. S.Vij, A.Jain, “5G: Evolution of a Secure Mobile Technology”, In Proceedings of the 10th; 3rd International Conference on Computing for Sustainable Global Development, pp: 5710-5714, 2016.
14. S.Vij, A.Jain, “Smartphone Nabbing: Analysis of Intrusion Detection and Prevention Systems”; 3rd International Conference on Computing for Sustainable Global Development, pp: 5727-5732, 2016.
13. A.Jain, D.K.Tayal, S.Vij, “Word Sense Disambiguation using Fuzzy Semantic Relations”, 3rd International Conference on Computing for Sustainable Global Development, pp: 5715-5720, 2016, scopus indexed
12. M.Khari, A.Jain, S.Vij, M.Kumar, “Analysis of Various Information Retrieval Models”, 3rd International Conference on Computing for Sustainable Global Development, pp: 5694-5699, 2016, scopus indexed
11. P.Pandey, A.Jain, “A comparative study of classification techniques: support vector machine, fuzzy support vector machine and decision trees”, 3rd International Conference on Computing for Sustainable Global Development, pp: 4853-4857, 2016, scopus indexed
10. Tayal, Devendra K., Amita Jain, and Kanak Meena. "Development of anti-spam technique using modified K-Means & Naive Bayes algorithm." In Computing for Sustainable Global Development, 2016 3rd International Conference on, pp. 2593-2597. IEEE, 2016, scopus indexed.
9. Amita Jain and D K Lobiyal "Unsupervised Hindi Word Sense Disambiguation based on Network Agglomeration"; 2nd International Conference on Computing for Sustainable Global Development 2015, IEEE Conference, scopus indexed
8. Amita Jain, Minni Jain “Detection and Correction of Non-Word spelling errors in Hindi language” International Conference on Data Mining and Intelligent Computing, ICDMIC-2014 an IEEE sponsored Conference (Aug 2014), IGDTUW Delhi, scopus indexed
7. Amita Jain, D K Lobiyal, "A New Method for Updating Word Senses in Hindi WordNet" International Conference on Issues and Challenges in Intelligent Computing Techniques (ICICT),IEEE, scopus indexed, KIET Ghaziabad , Feb, 2014
6. Amita Jain , Sudesh, Devendra K Tayal “Measuring Context meaning for open class words in Hindi language” Sixth International Conference on Contemporary Computing (IC3), available at IEEE explore, 2013
5. Tayal D., Gupta C., Jain A., “A New Crossover Operator in Differential Evolution for Numerical Optimization,” IEEE International Conference on Communication, Information & Computing Technology, 2012,Bombay
4. Amita Jain, Kanika Mittal, Smita Sabharwal, ”Conceptual Weighing Query Expansion based on User Profiles” CTNGC 2012 : Communications Technology and Its impact on Next Generation Computing, ITS Mohan Nagar Ghaziabad, Oct 2012
3. Devendra K Tayal, Smita Sabharwal, Amita Jain, Kanika Mittal ”Intelligent Query Expansion for the Queries including Numerical Terms,“ CTNGC 2012 : Communications Technology and Its impact on Next Generation Computing, ITS Mohan Nagar Ghaziabad, Oct 2012
2. Amita Jain, Kanika Mittal, Smita Sabharwal “Information Retrieval in Fuzzy Logic Framework : A Survey” 2nd International Conference on Issues & Challenges in Networking, Intelligence & Computing Technologies (ICNICT-2012), 7- 8 sep 2012 at Ghaziabad
1. Amita Jain, Juhi Jain “On Generating 4NF Schema Directly from the Class model”, International Conference on Innovative Technologies” Bahadurgarh, Haryana, 2009
- Books/Book Chapters
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7. Sonakshi Vij, Amita Jain, Devendra Tayal, “A Genetic Algorithm Based Approach for Word Sense Disambiguation using Fuzzy WordNet Graphs” International Seminar in Computational Intelligence, Edited Book, Springer Verlag (Studies in Computational Intelligence Series) 2019.
6. Amita Jain, Sayani Ghosal “Research Journey of Hate Content Detection from Cyberspace”, Chapter in Edited Book by IGI- Global on Natural Language Processing for Global and Local Business, 2021, DOI: 10.4018/978-1-7998-4240-8, Scopus Indexed
5. Amita Jain, Vij S., Tayal D.K. "Text Summarization Using WordNet Graph Based Sentence Ranking". In: Krishna C., Dutta M., Kumar R. (eds) Proceedings of 2nd International Conference on Communication, Computing and Networking. Lecture Notes in Networks and Systems, vol 46. Springer, Singapore
4. Amita Jain, Charu Gupta, Neeshith Joshi "A Novel Approach to Feature Hierarchy in Aspect Based Sentiment Analysis using OWA Operator" In: Krishna C., Dutta M., Kumar R. (eds) Proceedings of 2nd International Conference on Communication, Computing and Networking. Lecture Notes in Networks and Systems, vol 46. Springer, Singapore
3. Garima Malik, Sonakshi Vij, Devendra Tayal, Amita Jain, "E-ALIVE: An Integrated Platform Based on Machine Learning Techniques to Aware and Educate Common People with the Current Statistics of Maternal and Child Health Care", Data Science and Big Data Analytics. Lecture Notes on Data Engineering and Communications Technologies, vol 16. Springer, Singapore
2. Amita Jain, Charu Gupta. "Fuzzy Logic in Recommender Systems" Fuzzy Logic Augmentation of Neural and Optimization Algorithms: Theoretical Aspects and Real Applications. Springer, Cham, 2018. 255-273.
1. Charu Gupta, Amita Jain "Fuzzy Multi-Criteria Decision Making and Fuzzy Information Gain based Automotive Recommender System" Fuzzy Logic in Intelligent System Design. NAFIPS 2017. Advances in Intelligent Systems and Computing, vol 648. Springer