Personal Information

Dr. Krishna Kumar Mohbey

Assistant Professor
Department of Computer Science

MCA, UGC-NET (JRF), GATE, Ph.D.

kmohbey@curaj.ac.in
  • Data Mining
  • Mobile E-Commerce
  • Big Data Analytics
  • User Behaviour predictions

Education:

  • Ph.D. Computer Application, August 2015, NIT Bhopal, MP, India
  • Master of Computer Application, June 2009, RGPV Bhopal, MP
  • Bachelor of Computer Application, June 2006, MCRPV Bhopal, MP

Professional Experience: 

  • Assistant Professor (26.12.2016 - till date)
    Department of Computer Science, Central University of Rajasthan, Ajmer
  • Assistant Professor July 2015 - December 2016
    Department of Computer Applications, ITM University Gwalior, MP
  • Lecturer August 2010 - March 2012
    Department of Computer Application,SATI Engineering College Vidisha, MP
  • Lecturer July 2009 - August 2010
    Sony College of Management and Technologies Chhindwara, MP
  • Data Mining
  • Mobile E-Commerce
  • User Behavior Prediction
  • Big Data Analytics
  • Location based social network analysis
S. No. Authors Title of Article Journal/Conference Details Journal/Conference Publication Year
1 Malika Acharya, Krishna Kumar Mohbey, DS Rajput Long-term preference mining with temporal and spatial fusion for point-of-interest recommendation IEEE Access Journal 2024
2 Malika Acharya, Krishna Kumar Mohbey High-order spatial connectivity mining over neural graph collaborative filtering for POI recommendation in location-based social networks Evolving Systems Journal 2024
3 Acharya, Malika, Shilpi Yadav, and Krishna Kumar Mohbey How can we create a recommender system for tourism? A location centric spatial binning-based methodology using social networks International Journal of Information Management Data Insights  Journal 2023
4 Sunil Kumar, Krishna Kumar Mohbey A Utility-Based Distributed Pattern Mining Algorithm with Reduced Shuffle Overhead https://ieeexplore.ieee.org/document/9944926 IEEE Transactions on Parallel and Distributed Systems (TPDS) Journal 2022
5 Ankit Kumar Dubey, Krishna Kumar Mohbey Combined Cloud-Based Inference System for the Classification of COVID-19 in CT-Scan and X-Ray Images https://link.springer.com/article/10.1007/s00354-022-00195-x New Generation Computing Journal 2022
6 Ankit Kumar Dubey, Krishna Kumar Mohbey Enabling CT-Scans for covid detection using transfer learning-based neural networks Journal of Biomolecular Structure and Dynamics Journal 2022
7 S. Kumar and K. K. Mohbey Memory-optimized distributed utility mining for big data, Journal of King Saud University { Computer and Information Sciences (2021), https://doi.org/10.1016/j.jksuci.2021.04.017. Journal 2021
8 Vartika Koolwal & Krishna Kumar Mohbey A comprehensive survey on trajectory-based location prediction Iran Journal of Computer Science Journal 2020
9 Krishna Kumar Mohbey Multi-class approach for user behavior prediction using deep learning framework on twitter election dataset Journal of Data, Information and Management (2019): 1-14.. https://doi.org/10.1007/s42488-01900013-y Journal 2020
10 S. Kumar and K. K. Mohbey A review on big data based parallel and distributed approaches of pattern mining Journal of King Saud University – Computer and Information Sciences,https://doi.org/10.1016/j.jksuci.2019.09.006 Journal 2020
11 Krishna Kumar Mohbey Frequent Pattern Mining Approach for a Mobile Web Service Environment Using Service Utility, Journal of Theoretical and Applied Electronic Commerce Research (JTAER), VOL 14 / ISSUE 3 / SEPTEMBER 2019 / 76-88 Journal 2019
12 Krishna Kumar Mohbey Utility based frequent pattern extraction from mobile web services sequence. Journal of Information Technology Research, 11(2):31–52, 2018 Journal 2018
13 Krishna Kumar Mohbey, G. S. Thakur Framework for finding maximal association rule in mobile web service Environment using soft set International Journal of Data Science, Inderscience, 3(1):86-105 Journal 2018
14 Krishna Kumar Mohbey The role of big data, cloud computing and IoT to make cities smarter International Journal of Society Systems Science (IJSSS), Inderscience, 9(1):75-88 Journal 2017
15 Krishna Kumar Mohbey High Fuzzy Utility Based Frequent Patterns Mining Approach for Mobile Web Services Sequences International Journal of Engineering(IJE), TRANSACTIONS B: Applications, 30(2):182-191 Journal 2017
16 Krishna K. Mohbey, G. S. Thakur Constraint based Interesting Location and Mobile Web Service Sequence Mining in M-commerce Environment Journal of Theoretical and Applied Electronic Commerce Research, 11(1):84-95 Journal 2016
17 Krishna K. Mohbey, G. S. Thakur Interesting User Behavior Prediction in Mobile Ecommerce using Constraints. IETE Technical Review, Taylor & Francis, 32(1):16-28 Journal 2015

Journal Publications

  • G Meena, KK Mohbey, A Indian, MZ Khan, S Kumar (2024). Identifying emotions from facial expressions using a deep convolutional neural network-based approach, Multimedia Tools and Applications 83 (6), 15711-15732
  • G Meena, KK Mohbey, S Kumar (2024). Monkeypox recognition and prediction from visuals using deep transfer learning-based neural networks, Multimedia Tools and Applications, 1-25
  • B Bakariya, A Singh, H Singh, P Raju, R Rajpoot, KK Mohbey (2024). Facial emotion recognition and music recommendation system using CNN-based deep learning techniques, Evolving Systems 15 (2), 641-658
  • M Acharya, KK Mohbey (2024), Recency-based Spatio-Temporal Similarity Exploration for POI Recommendation in Location-based Social Networks. Frontiers in Sustainable Cities 6 (1331642), 1-18
  • A Pandey, BA Shivaji, M Acharya, KK Mohbey (2024). Mitigating class imbalance in heart disease detection with machine learning, Multimedia Tools and Applications, 1-26
  • Meena, G., Mohbey, K.K. and Kumar, S., 2023. Sentiment analysis on images using convolutional neural networks based Inception-V3 transfer learning approach. International Journal of Information Management Data Insights, 3(1), p.100174.
  • M. Acharya, and Mohbey, K.K. ”Differential Privacy-Based Social Network Detection Over Spatio-Temporal Proximity for Secure POI Recommendation.” SN Computer Science 4.3 (2023): 252.
  • Meena, G., Mohbey, K.K., Kumar, S., Chawda, R.K. and Gaikwad, S.V., 2023. Image-Based Sentiment Analysis Using InceptionV3 Transfer Learning Approach. SN Computer Science, 4(3), p.242.
  • Rajput DS. Meena G., Acharya, Malika, and Krishna Kumar Mohbey. "Fault prediction using fuzzy convolution neural network on IoT environment with heterogeneous sensing data fusion." Measurement: Sensors, 26 (2023): 100701.
  • Yadav, Rahul Kant, Harish Gadhavi, Akanksha Arora, Krishna Kumar Mohbey, Sunil Kumar, Shyam Lal, and Chinmay Mallik. "Relation between PM2. 5 and O3 over Different Urban Environmental Regimes in India." Urban Science 7, no. 1 (2023): 9.
  • Mohbey, Krishna Kumar, Mohammad Zubair Khan, and Ajay Indian. ”Credit Card Fraud Prediction Using XGBoost: An Ensemble Learning Approach.” International Journal of Information Retrieval Research (IJIRR) 12.2 (2022): 1-17.
  • Mohbey, Krishna Kumar, and Sunil Kumar. "The impact of big data in predictive analytics towards technological development in cloud computing." International Journal of Engineering Systems Modelling and Simulation 13.1 (2022): 61-75.
  • Meena, G., Mohbey, K.K. & Indian, A. Categorizing Sentiment Polarities in Social Networks Data Using Convolutional Neural Network. SN COMPUT. SCI. 3, 116 (2022). https://doi.org/10.1007/s42979-021-00993-y
  • Krishna Kumar Mohbey and Sunil Kumar "`A parallel approach for high utility-based frequent pattern mining in a big data environment "`. Iran Journal of Computer Science (2021). https://doi.org/10.1007/s42044-021-00083-5
  • Kumar, Sunil, and Krishna Kumar Mohbey. "High Utility Pattern Mining Distributed Algorithm Based on Spark RDD." In Computer Communication, Networking and IoT, pp. 367-374. Springer, Singapore, 2021.
  • Arvind Pandey, Shipra Shukla and Krishna Kumar Mohbey*, “Comparative Analysis of a Deep Learning Approach with Various Classification Techniques for Credit Score Computation”, Recent Advances in Computer Science and Communications (2020) 13: 1. https://doi.org/10.2174/2666255813999200721004720
  • Sunil Kumar, Vartika Koolwal, and Krishna Kumar Mohbey. "Sentiment Analysis of Electronic Product Tweets using Big Data Framework." Jordanian Journal of Computers and Information Technology (JJCIT) 5.01 (2019).
  • Krishna K. Mohbey, G. S. Thakur. Mobile User Behavior Pattern Analysis by Associated Tree in Web Service Environment. Journal of Information Science Theory and Practice, 2(2): 33-47, 2014
  • Krishna K. Mohbey, G. S. Thakur. User Movement Behavior Analysis in Mobile Service Environment." British Journal of Mathematics & Computer Science, 3(4): 822-834, 2013.
  • Krishna K. Mohbey, G. S. Thakur. An Experimental Survey on Single Linkage Clustering. International Journal of Computer Applications , 76(17), 2013.
  • Krishna K. Mohbey, Sachin Tiwari. Future Internet Plan using IPV6 Protocol. International Journal of scienti_c & Engineering research , 3(1), 2012.
  • Krishna K. Mohbey, Sachin Tiwari. Preprocessing and Morphological Analysis in Text Mining. International Journal of Electronics Communication & Computer Engineering , 2(1), 2011.

Conference Publications

  • Meena, Gaurav, and Krishna Kumar Mohbey. "Sentiment analysis on images using different transfer learning models." Procedia Computer Science 218 (2023): 1640-1649.
  • Meena, G., Mohbey, K. K., Indian, A., Kumar, S. (2022). Sentiment Analysis from Images using VGG19 based Transfer Learning Approach. Procedia Computer Science, 204, 411-418.
  • Choudhary, Ravi Raj, Gaurav Meena, and Krishna Kumar Mohbey. "Speech Emotion Based Sentiment Recognition using Deep Neural Networks." Journal of Physics: Conference Series. Vol. 2236. No. 1. IOP Publishing, 2022.
  • Krishna Kumar Mohbey. Sentiment analysis for product rating using a deep learning approach." presented in IEEE International Conference on Artificial Intelligence and Smart Systems (ICAIS 2021),held at JCT College of Engineering and Technology, Coimbatore (India) on March 25-27, 2021.
  • Krishna Kumar Mohbey. A comparative analysis of sentiment classification approaches using users opinion." Presented in ELSEVIER-SSRN 3rd International Conference on Internet of Things and Connected Technologies (ICIoTCT), Jaipur, 26-27 March 2018 .
  • Krishna Kumar Mohbey. An Efficient Framework for Smart City Using Big Data Technologies and Internet of Things. Progress in Advanced Computing and Intelligent Engineering. Advances in Intelligent Systems and Computing, vol 714. Springer, Singapore, 2019.
  • Krishna K. Mohbey. New Architecture for Fuzzy Association Rule Mining in Ecommerce Environment. presented in IEEE International conference on control, computing, communication and materials (ICCCCM 2013), Allahabad, August 3-4, 2013.
  • Neeraj Sahu, Krishna K. Mohbey, G. S. Thakur. Document Clustering using message passing between data points. presented in IEEE International conference on Communication System and Network Technologies (CSNT 2013), Gwalior, April 5-8, 2013.
  • Brijesh Bakaria, Krishna K. Mohbey, G. S. Thakur. An inclusive survey on data preprocessing method used in web usage mining. Springers Seventh International Conference on Bio-Inspired Computing: Theories and Application(BIC-TA 2012),IIITM Gwalior, December 14-16,2012.

Book Chapter

  • Mohbey, Krishna Kumar, et al. ”COVID-19 identification and analysis using CT scan images: Deep transfer learning-based approach.” Blockchain Applications for Healthcare Informatics. Academic Press, 2022. 447-470.
  • Mohbey, K. K. (2020). Employee's Attrition Prediction Using Machine Learning Approaches. In Machine Learning and Deep Learning in Real-Time Applications (pp. 121-128). IGI Global.
  • Koolwal, Vartika, Sunil Kumar and Krishna Kumar Mohbey. ”The Role of Blockchain Technology to Make Business Easier and Effective.” Transforming Businesses With Bitcoin Mining and Blockchain Applications. IGI Global, 2020. 16-44. Web. 27 Sep. 2019. doi:10.4018/978-1-7998-0186-3.ch002
  • Mohbey, K. K., Kumar, S., & Koolwal, V. (2020). Advertisement Prediction in Social Media Environment Using Big Data Framework. In Multimedia Big Data Computing for IoT Applications (pp. 323-341). Springer, Singapore.
  • Mohbey, K. K., Bakariya, B., & Kalal, V. (2019). A Study and Comparison of Sentiment Analysis Techniques Using Demonetization: Case Study. In D. Rajput, R. Thakur, & S. Basha (Eds.), Sentiment Analysis and Knowledge Discovery in Contemporary Business (pp. 1-14). Hershey, PA: IGI Global. doi:10.4018/978-1-5225-4999-4.ch001

Edited Book 

  • Krishna Kumar Mohbey et al. "Predictive Analytics Using Statistics and Big Data: Concepts and Modeling", Published by Bentham Science Publishers (2020), ISBN (Online): 978-981-14-9049-1.

Attended

​Invited Lectures

  • Resource person forWebinar on Big Data: What It Is and Why It Matters?, Gujranwala Guru Nanak Khalsa College, Ludhiana, 10 April 2023.
  • Keynote Speaker in International Webinar on "Contemporary Issues with Cyber Technology", Government Nehru P G College Dongargarh, Rajnandgaon C.G, 09June 2021.
  • "Data Analysis using R", Online one week AICTE-ISTE Induction/Refresher programme on Data Science in Engineering Applications at Anurag Group of Institutions Hyderabad, March 19th, 2021.
  • "Big Data Analytics", National Workshop on Sensor Networks and Internet of Things(IoT) (WONSIT-2019), Pachhunga University College, Aizawl, Mizoram, 11-13 September 2019.
  • "Components & Applications of Cloud Computing and Internet of Things", National Workshop on Sensor Networks and Internet of Things(IoT) (WONSIT-2019), Pachhunga University College, Aizawl, Mizoram, 11-13 September 2019.
  • "Linux -An Overview", SERB School on Numerical Modelling and Forecasting of Desert Storms and Cloud Burst (NUMCLOUDS) at Central University of Rajasthan, Feb 11, 2019.
  • "Cloud Computing, IoT  and Big Data", Innovative Trends in Computing Technology & Engineering at MITS Eng. College Gwalior M.P, March 25th, 2017

Workshops

  • Two Week Faculty Development Program on Deep Learning in Image Processing and Pattern Recognition, March 13th to 22nd, 2023 at Central University of Rajasthan.
  • Five Days Workshop on Effective Teaching in Computer Science 13 - 17 July, 2020 at TLC, Central University of Rajasthan.
  • Big Data Computing, NPTEL-AICTE Faculty Development Programme (Online) from February to April 2019
  • Four Weeks Induction Training Program for Faculty of Higher Educational Institutions (HEIs) at Central University of Rajasthan, 1st- 26th May, 2018
  • Data Mining & Pattern Management. organized by Maulana Azad National Institute of Technology Bhopal MP, Jan 13–15, 2014.
  • Data Base Management System. organized by IIT Bombay, May 21-31, 2013.
  • Finite Element Modeling With MATLAB. organized by Maulana Azad National Institute of Technology Bhopal MP, May 6-10, 2013.
  • Development of Mathematics in India. organized by IIT Bombay, Feb 6-16, 2013.
  • Intelligent Computing Techniques in Data Mining. organized by Maulana Azad National Institute of Technology Bhopal (MP), Jan 14-18, 2013.
  • Introduction to Graph and Geometric Algorithms. organized by IIITDM, Jabalpur , Nov 1-3, 2012.
  • Introduction to Research Methodology.organized by IIT Bombay, 25 June-4 July 2012.

Organized

  • Organized Five days online FDP on "Recent Trends and Future Opportunities on Deep Learning" from 21st -25th September 2020 at Central University of Rajasthan, Sponsored by AICTE Training and Learning (ATAL) Academy.
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