Dr. Shikha Jain

Education

Ph.D. in Computer Science : Department of Computer Engineering and Information Technology, Jaypee Institute of Information Technology, Noida, India; 2016. Ph.D. Thesis: Event Based Emotion Modeling and Programming for Autonomous Agent. Supervisor: Prof. Krishna Asawa, JIIT, Noida, India.

M.Tech. in Information Technology  : University School of Information Technology, Guru Gobind Singh Indraprastha University, Delhi, India; 2007, M.Tech. Thesis: Fuzzy Based Intelligent Information Retrieval Techniques. Supervisor: Dr. Rinkaj Goyal, GGSIPU, Delhi, India.

B.Tech. in Computer Science and Engineering : Maharaja Agarsen Institute of Information Technology, Guru Gobind Singh Indraprastha University, Delhi, India;  2003 B.Tech. Project: Handwritten character recognition using fuzzy logic. Supervisor: Dr. Anurag Singh, National Institute of Technology, Delhi, India

Biography

• UGC NET, 2012 (Computer Science) qualified.

• 20+ years of experience of teaching at Under Graduate and Post Graduate level.

• Supervised various projects/thesis at graduate (50+) and postgraduate levels (11+).

• PhD Supervision: 4 (ongoing)

Interest Area(s)

• Affective Computing
• Artificial Intelligence
• Natural Language Processing
• Algorithm Design
• Automata theory

Work Experience: 

• July’09 – Till Date, JIIT, Noida.
• July’08 – June’09, Northern India Engineering College, GGSIPU, Delhi.
• Aug’03 – July’08, G.P.M. College Of Engineering, GGSIPU, Delhi.

Publications

Book Chapters

• Pandey, K., and Jain, S., "A Fuzzy-Based Sustainable Solution for Smart Farming." Fuzzy Expert Systems and Applications in Agricultural Diagnosis. IGI Global, 2020. 109-129.
• Jain, A., Gairola, R., Jain, S. and Arora, A. "Thwarting Spam on Facebook: Identifying Spam Posts Using Machine Learning Techniques." Social Network Analytics for Contemporary Business Organizations. IGI Global, 2018. 51-70.
• Sood, Rishik, Hrishav Varma, Kavita Pandey, Shikha Jain, Degala Sriram, and Arshpreet Singh Guglani. "Predicting loneliness from social media text using machine learning techniques." In Artificial Intelligence, Machine Learning, and Mental Health in Pandemics, pp. 259-275. Elesiver, Academic Press, 2022.
• Bisht, Sankalp Singh, Herumb Shandilya, Vaibhav Gupta, Shriyansh Agrawal, and Shikha Jain. "Perceiving the level of depression from web text." In Artificial Intelligence, Machine Learning, and Mental Health in Pandemics, pp. 277-298. Elesiver, Academic Press, 2022.
• Rawat, Tara, and Shikha Jain. "Depression detection: approaches, challenges and future directions." Artificial Intelligence, Machine Learning, and Mental Health in Pandemics. Academic Press, 2022. 209-234.

International Journals

• Srivastava, Somya, Ankit Vidyarthi, and Shikha Jain. "A highly densed deep neural architecture for classification of the multi-organs in fetal ultrasound scans." Neural Computing and Applications (2023). [SCIE IF= 5.102]
• Srivastava, Somya, Ankit Vidyarthi, and Shikha Jain. "Analytical study of the encoder-decoder models for ultrasound image segmentation." Service Oriented Computing and Applications (2023): 1-20. [SCOPUS]
• Srivastava, Somya, Ankit Vidyarthi, and Shikha Jain. "A regressive encoder-decoder-based deep attention model for segmentation of fetal head in 2D-ultrasound images." Image and Vision Computing (2023): 104725. [SCIE IF= 4.7]
• Rawat, Tara, and Shikha Jain. "Emotionally Wrapped Social Media Text: Approaches, Opportunities, and Challenges." Scalable Computing: Practice and Experience 24.4 (2023): 797-818. [SCOPUS]
• Pandey, Kavita, and Shikha Jain. "A Secured and Privacy Preserved VANET Communication using Blockchain." International Journal of Performability Engineering 19.6 (2023). [SCOPUS]
• Dixit, Ankit, and Shikha Jain. "Intuitionistic fuzzy time series forecasting method for non-stationary time series data with suitable number of clusters and different window size for fuzzy rule generation." Information Sciences 623 (2023): 132-145. [SCIE IF= 8.23]
• Dixit, Ankit, and Shikha Jain. "Contemporary Approaches to Analyze Non-stationary Time-series: Some Solutions and Challenges." Recent Advances in Computer Science and Communications (Formerly: Recent Patents on Computer Science) 16, no. 2 (2023): 61-80.  [SCOPU]
• Rawat, Tara, and Shikha Jain. "DPre: Effective preprocessing techniques for social media depressive text." Intelligent Decision Technologies Preprint (2022): 1-11. [SCOPUS]
• Nigam, K., Godani, K., Sharma, D., & Jain, S. "An Improved Approach for Stress Detection Using Physiological Signals." EAI Transactions on Scalable Information Systems (2021): e11 [SCOPUS] [ESCI].
• Jain S., Kaur P., "Reconceptualizing Examination Debar Criteria using Fuzzy Logic", International Journal of Intelligent Decision Technologies, 215-225, 14(2), 2020 [SCOPUS, ESCI]
• Kanodiya R., Mittal S., Jain S., "Image Visual Description Model", IEIE Transactions on Smart Processing and Computing, 169-176, 9(2), Jan 2020 [SCOPUS]
• Choudhary S., Jain S., “3DText: Perceiving Sentence-Level Text on 3-D Model of Emotions”, Engineering and Applied Science Research, 374-382, 47(4), Oct 2020 [SCOPUS]
• Jain, S., and Asawa, K., "Modeling of emotion elicitation conditions for a cognitive-emotive architecture." Cognitive Systems Research, 60-76, 55, 2019 [SCOPUS, SCIE IF=3.5].
• Lodhi, P., Mishra, O. and Jain, S. "Self-learning knowledge base using Naïve Bayes classifier." Intelligent Decision Technologies, 491-498 12(4), 2018. [SCOPUS, ESCI]
• Lodhi, P., Mishra, O., Jain, S, and Bajaj, V., "StuA: An intelligent student assistant." IJIMAI 5, no. 2 (2018): 17-25. [SCIE IF=4.9]
• Shikha Jain, Krishna Asawa, Programming an Expressive Autonomous Agent, Expert Systems with Applications, 2016, 131–14. [SCOPUS, SCIE IF= 8.665]
• Shikha Jain, Krishna Asawa, Emotional Computer: Design Challenges and Opportunities, International Journal of Synthetic Emotions (IJSE), 2015, 35-56 [DBLP]
• Shikha Jain, Krishna Asawa, Formalization of Event Perception and Event Appraisal Process, International Journal of Interactive Multimedia & Artificial Intelligence, 2015, 69-73. [ESCI]
• Shikha Jain, Krishna Asawa, EMIA: Emotion Model for Intelligent Agent, Journal of Intelligent Systems, 2015, 449–465. [SCOPUS, ESCI]
• R. S. Choudhary,  R. Kukreja, N. Jain, Shikha Jain, Personality and Education Mining based Job Advisory System, International Journal of Interactive Multimedia & Artificial Intelligence, 2014, 30-34. [ESCI].

International Conferences

• Jain, Shikha, et al. "End to end analytics for call center." 2023 Second International Conference on Informatics (ICI). IEEE, 2023.
• S. Srivastava, A. Vidyarthi, and S. Jain, "Fetal Head Segmentation Using Optimized K-Means and Fuzzy C-Means on 2D Ultrasound Images," in Proceedings of Fourth Doctoral Symposium on Computational Intelligence, Singapore, A. Swaroop, V. Kansal, G. Fortino, and A. E. Hassanien, Eds., 2023// 2023: Springer Nature Singapore, pp. 441-453. (Indexed in SCOPUS)
• Bansal, Priya, and Shikha Jain. "Cryptocurrency Price Prediction Using Twitter and News Articles Analysis." Proceedings of the 2022 Fourteenth International Conference on Contemporary Computing. 2022.
• Dixit, A, and Jain S., "Effect of stationarity on traditional machine learning models: Time series analysis." 2021 Thirteenth International Conference on Contemporary Computing (IC3-2021). 2021.
• Rawat T., Jain S., "A Dimensional Representation of Depressive Text", International Conference on Data Analytics and Management (ICDAM-2020),  June2020.
• Gupta, N., and Jain, S. "Speaker Identification Based Proxy Attendance Detection System." In 2019 International Conference on Signal Processing and Communication (ICSC), 175-179. IEEE, 2019.
• Jain, R., Garg, S., Agrawal, T.,Gangal, S., Chawla, I., andJain, S., Sustainable Waste Management Model, Contemporary Computing (IC3), 2018 Eleventh International Conference on, 2018.
• Jain S, Singh A, Kaur A, Jain S. Improved APIT localization algorithm in wireless sensor networks. In2017 4th International Conference on Signal Processing, Computing and Control (ISPCC), 77-81, 2017, IEEE.
• Jain S, Kaur P, Goyal M, Dhanalekshmi G., CPLAG: Efficient plagiarism detection using bitwise operations. In2017 Tenth International Conference on Contemporary Computing (IC3), 1-5, 2017, IEEE.
• Shikha Jain, Krishna Asawa, EmET: Emotion Elicitation and Emotion Transition Model, International Conference on Information Systems Design and Intelligent Applications, 2015, 209-217.
• Akriti Saini, Nishank Bhatia, Bhavya Suri, Shikha Jain, EmoXract: Domain independent emotion mining model for unstructured data, Contemporary Computing (IC3), 2014 Seventh International Conference on, 2014, 94-98.
• Kaur P., Jain S., Jain A., & Lara J. (2022) Fuzzy Based Model for Students Debar Policy in Indian Engineering Institutes ISSN: 2188-1162 The European Conference on Education 2022: Official Conference Proceedings https://doi.org/10.22492/issn.2188-1162.2022.33

National Conferences

• Shikha Jain, Devendra Tayal, Equivalence of Fuzzy Functional Dependency Statement with Fuzzy Implication Statements, Proc. National Conference on Energy Computer and Communication NC-ECC’06, 2006
• Shikha Jain, A String Retrieval Technique, Proc. National Conference on Emerging Trends and Applications in Computer Engineering (NCETA 2007), Ajmer, 2007

Research and Professional Activities

Edited Book

Book titled as “Artificial Intelligence, Machine Learning, and Mental Health in Pandemics”, Academic Press, Elsevier, April, 2022, edited by Shikha Jain, Kavita Pandey, Princi Jain, Keh Phooi Seng. ISBN: 978-0-323-91196-2, DOI: https://doi.org/10.1016/C2020-0-04085-5.

Authored Book

Book titled as “Code Factory: Navigating the wonders beyond binary brilliance with 100+ programming solutions”, BPB Press, Feb 2024, Authored by Shikha Jain, Kavita Pandey, ISBN-13: 978-9355519115, ISBN-10: 9355519117

Special Issue in journal

Guest Editor for Special Issue on “Advances in Computational Intelligence and its Applications” in International Journal of Information Retrieval Research (IJIRR) 2019.

Invited Talks/ Expert Lectures Delivered

• Conducted one day session on "Regression techniques" in 2nd Jaypee Education Synergy Teacher's Training Programme for the Post Graduate Teachers organized by Jaypee Public School, Noida from 22-27 May 2023. (API = 10)
• Invited as Judge for online-event VIRUS 2022 at Blue Bells International School, Delhi on 17 Nov 2022.
• Delivered lecture on “Basic concepts of R programming & Machine learning applications using R” in One day workshop at IPEC, Ghaziabad, Feb’2023
• Conducted one day session on “Clustering Techniques” in 1st Jaypee Education Synergy Teacher’s Training Programme for PGTs organized by Jaypee Public School, Noida from 23-28 May 2022.
• Conducted a session on “Artificial Intelligence based Project Discussion” at Blue Bells International School, Kalkaji, Delhi, Dec’2021.
• Delivered talk on "Using Pivot Tables, Using Pivot Charts, Adding Interactivity with Slicers" in MDP's on Dashboard: A tool for effective Management, Organised by JBS, Noida, Jan 2020
• Conducted Hands on Session on Neural Network in Symposium on Intelligent Systems Techniques and its Research Applications, December 2018.
• Delivered Invited Talk on "Re-Imagining Computing with AI" in FDP on Reimagining computing : education, research and engineering, JIIT, NOIDA, 2018

FDP/ Workshop/ Symposium /Conference Organized

• Organizing Committee Member for 3 days Symposium on “Intelligent Systems Techniques and its Research Applications”, JIIT, Noida, India, December 2018.
• Organized one week FDP on “Intelligent Systems and Informatics”, JIIT, Noida, India, July 2019.
• Organised one Week Faculty Development Program on “Machine learning for Internet of Things (IoT), Natural Language Processing & Computer Vision”. JIIT, Noida, August 2021.
• Organizing Committee Member for International Conference on Contemporary Computing, IC3, since 2009.
• Organized Special Session as Convener in 3rd International Conference on Internet of Things and Connected Technologies, 2018.
• Organized Special Session on “Intelligent Transportation System” in ICICC, 2020
• Organized Special Session on “Computational Intelligence: Approaches and Applications” in ICICC, 2020
• Organized Special Session on “Cognitive Informatics (CI)” in BigDML 2019.
• Organized Invited Talk on “Fuzzy Linear Programming and fuzzy Matrix” by Dr. Abha Aggarwal at JIIT, 12 Oct’19.

Reviewer for Project Proposals

• External Reviewer for the research proposal submitted to 2019 FONDECYT Initiation into Research, Chile, US.
• Reviewer for Journal articles/ Advisory Board Member
• Reviewer for Artificial Intelligence Review, Springer.
• Reviewer for Evolutionary Intelligence, Springer.
• Reviewer for Evolving Systems, Elsevier
• Reviewer for IEEE Transactions on Computational Social Systems, IEEE
• Reviewer for ACM Transactions on Asian and Low-Resource Language Information Processing
• Reviewer for Future Generation Computer Systems, Elsevier.
• Reviewer for International Journal of Speech Technology, Springer.

Conferences/ Workshops Attended 

• Attended one week FDP on AI for youth organized by Intel, Oct 2023.
• Attended three days workshop on Data Engineering organized by JIIT Noida, Sep 2023.
• Attended one week FDP on Full Stack Application Development with MS Azure Cloud organized by TechSaksham, AICTE, Sep 2023.
• Attended one week FDP on Statistical and Computational Methods for Decision Making organized by JIIT Noida, July 2023.
• Attended two weeks Teacher's Enrichment Workshop (TEW) On Mathematical Foundations of Data Science organized by JIIT Noida, March 2023.
• Attended one week FDP on  DevOps: Tools & Technologies organized by JIIT Noida, Dec 2022.
• Attended one week FDP on Blockchain Technology and Its Applications (BTA’22) organized by JIIT Noida, July 2022.
• Attended one week FDP on Analytical Techniques for Social Science Research, organised by JIIT, Noida, Jan 2022.
• Attended one week FDP on Learn and Build an AI, organised by Department of Computer Science & Engineering, Dr. Akhilesh Das Gupta Institute of Technology & Management (ADGITM), New Delhi, Nov 2021.
• Attended one week FDP on Machine Learning and AI in Data Science, organized by JIIT, Noida, June 2020.
• Attended one week STTP on Data Science & Learning Systems for Engineering Research & Design, Organized by NIT Kurushetra, June 2020.
• Attended one week on FDP on Soft Computing and their applications, organized by JIIT, Noida, July 2020.
• Attended one week on FDP on Challenging times changing minds: Implications for industry 4.0, organized byGraphics Era Hill University, Bhimtal Campus, Uttrakhand, August, 2020.
• Attended Faculty Enablement Program (FEP) on LEX based Foundation Program conducted by Infosys, 2019
• Attended Seminar on Artificial Intelligence and Mechatronics using MATLAB and Simulink conducted by Mathswork, 2019
• Attended International Conference on INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING AND COMMUNICATION conducted by JIIT (ECE Dept), Noida, 2019
• Attended Workshop on IoT: Systems, Tools and Applications conducted by JIIT (CSE Dept), Noida, 2019
• Attended Invited Talk on New Frontiers in Cloud and Edge/Fog Computing for Big Data & Internet-of-Things (IoT) Applications conducted by JIIT (CSE Dept), Noida, 2019
• Attended Workshop on Computational Methods for Medical Image Analysis conducted by JIIT (CSE Dept), Noida, 2019
• Attended Invited lecture on Introduction to document image processing conducted by JIIT (Maths Dept), Noida, 2018
• Attended Workshop on Research paper writing conducted by JIIT (HSS Dept), Noida, 2018
• Attended Workshop on Soft computing and language processing conducted by JIIT (CSE Dept), Noida, 2018
• Attended FDP on Re-Imagining Computing: Engineering, Research, and Education conducted by JIIT (CSE Dept), Noida, 2018
• Attended Symposium on Intelligent Systems Techniques and its Research Applications symposium conducted by JIIT (CSE Dept), Noida, 2018
• Attended International Conference on International Conference on Contemporary Computing (IC3) conducted by JIIT (CSE Dept), Noida, 2018
• Attended Workshop on Big Data Systems, Tools and Applications” conducted by JIIT (CSE Dept), Noida, 2018
• Attended Invited lecture on Indian Spirituality for Meaningful Organizational Performance: A Holistic Model conducted by JIIT, NOIDA, 2017
• Attended Invited lecture on Research Trends in Machine learning and Artificial Intelligence conducted by JIIT, NOIDA, 2017
• Attended Workshop on Computational Intelligence  conducted by JIIT (CSE Dept), Noida, 2017
• Attended International Conference on International Conference on Contemporary Computing (IC3) conducted by JIIT (CSE Dept), Noida, 2017
• Attended International Conference on 2nd International Conference on Recent Advances in Mathematical Sciences and its Applications (RAMSA-2017) conducted by JIIT (Maths Dept), Noida, 2017
• Attended Expert Lecture on "Nature Inspired Optimization Techniques" by Prof Kusum Deep, IIT Roorkee at JIIT, Noida, 2016.
• Attended FDP on “Research, Innovation and Engineering in Computer Science” at JIIT Noida, 2016
• Attended workshop on “Data Analytics and Its Security Issues” at JIIT Noida, 2015.
• Attended workshop on “Big Data and Ontology” at IIT, Delhi, 2015.
• Attended workshop on “Plagiarism and Reference Management using Mendeley” at JIIT, Noida, 2015.
• Attended FDP on “Functional Analysis and Applications” at JIIT Noida, 2015
• Attended workshop on “IP Awareness” at JIIT Noida, 2014.
• Attended FDP on “Effective Teaching” at JIIT Noida, 2014.
• Attended workshop on “Machine Learning and Text Analytics” at South Asian University, Delhi, 2013.
• Attended FDP on “Natural Language Processing” by Dr. R. M. K. Sinha at JSS Noida, 2011.
• Attended workshop on “Conducting Design Science Research” by Prof. Vijay Vaishnavi, Georgia State University, at JIIT Noida, 2010.
• Attended workshop on “Research Methodology for Computer Science” at JIIT Noida, 2010.
• Attended seminar on “Advance Operating Systems” at University School of Information Technology, GGSIPU, Delhi, 2008.