Prof. Amit Saxena (Amit Kumar Saxena Full name) is a Professor of Computer Science and Information Technology  at Guru Ghasidas University, Bilaspur, C.G., India (A Central University of India www.new.ggu.ac.in). He has completed almost 34 years in teaching and research. He passed his postgraduate courses (02) in Mathematics (1986) and Computer Applications (1990). He got his PhD awarded in Computer Sc. in 1998.

• Artificial Neural Networks and their Applications
• Soft Computing
• Data Mining, Rule Extraction from Databases
• Evolutionary Computing, Swarm Intelligence, Particle Swarm Optimization
• Dimensionality Reduction
• Feature Selection in High Dimensional Databases
• Machine Learning

• (2023) Grover, P.; Chaturvedi, K.; Zi, X.; Saxena, A.; Prakash, S.; Jan, T.; Prasad, M. Ensemble Transfer Learning for Distinguishing Cognitively Normal and Mild Cognitive Impairment Patients Using MRI. Algorithms 2023, 16, 377. https://doi.org/10.3390/a16080377
• (2023) Patel Damodar, Saxena Amit Kuma, Laha Suman, Prasad Rajeshwar, Roy Utpal Roy; “An Exhaustive Wrapper Method for Feature Selection in Large Dimensional Datasets (WFS)”, The Ciência & Engenharia - Science & Engineering Journal, Volume 11 Issue 1, 2023, 2206 – 2225, ISSN: 0103-944X, https://seer-ufu-br.online/index.php/journal
• (2023) Chugh, D.; Mittal, H.;Saxena, A.; Chauhan, R.; Yafi, E.;Prasad, M. “Augmentation of Densest Subgraph Finding Unsupervised Feature Selection Using Shared Nearest Neighbor Clustering”, Algorithms 2023, 16, 28. https://doi.org/10.3390/a16010028
• (2022) Saxena, A.; Chugh, D.; Mittal, H.; Sajid, M.; Chauhan, R.; Yafi, E.; Cao, J.; Prasad, M. “ A Novel Unsupervised Feature Selection Approach Using Genetic Algorithm on Partitioned Data”. Adv. Artif. Intell. Mach. Learn. 2022, 2, 500–515. https://www.oajaiml.com/uploads/archivepdf/82321134.pdf ISSN :2582-9793.
• (2022) Amit Saxena, Abhishek Dubey, “Feature Selection Using Machine Learning Techniques - A Review”, Chhattisgarh Journal of Science and Technology, Volume 19, Issue 3, 2022, pp – 348 – 353,ISSN: 0973-7219.
• (2021) Hong, G.-J.; Li, D.-L.; Pare, S.; Saxena, A.; Prasad, M.; Lin, C.-T. Adaptive Decision Support System for On-Line Multi-Class Learning and Object Detection. Appl. Sci. 2021, 11, 11268. https://doi.org/10.3390/app112311268.
• (2021) Pare, S.; Mittal, H.; Sajid, M.; Bansal, J.C.; Saxena, A.; Jan, T.; Pedrycz, W.; Prasad, M. Remote Sensing Imagery Segmentation: A Hybrid Approach. Remote Sens. 2021, 13, 4604. https://doi.org/10.3390/rs13224604
• (2021) Amit Saxena, John Wang, Wutiphol Sintunavarat, “An Empirical Study on Initializing Centroid in K-Means Clustering for Feature Selection”, International Journal of Software Science and Computational Intelligence (IJSSCI) Volume 13, Issue 1, Jan_Mar 2021, pp. 1-16, 9781799860648. https://www.igi-global.com/gateway/issue/254095 ISSN: 1942-9045 EISSN: 1942-9037.
• (2021) Gulame Mustafa Ansari, Amit Saxena and Damodar Patel, “A Novel Approach for Efficient Classification in Imbalanced datasets”, Chhattisgarh Journal of Science and Technology, Volume 18, Issue 2, 2021, pp.- 55-64, ISSN: 0973-7219.
• (2020) Hsu, Ting W.; Pare, Shreya; Meena, Mahendra S.; Jain, Deepak K.; Li, Dong L.; Saxena, Amit; Prasad, Mukesh; Lin, Chin T.. "An Early Flame Detection System Based on Image Block Threshold Selection Using Knowledge of Local and Global Feature Analysis." Sustainability 2020, 12(21), 8899; https://doi.org/10.3390/su12218899 -ISSN 2071-1050 https://www.mdpi.com/journal/sustainability/sections/energy_sustainability
• (2020) Chang, Liang C.; Pare, Shreya; Meena, Mahendra S.; Jain, Deepak; Li, Dong L.; Saxena, Amit; Prasad, Mukesh; Lin, Chin T.. "An Intelligent Automatic Human Detection and Tracking System Based on Weighted Resampling Particle Filtering." Big Data and Cognitive Computing. 2020, 4(4), 27;  https://doi.org/10.3390/bdcc4040027 https://www.mdpi.com/journal/BDCC ISSN - 2504-2289
• (2020) Amit Saxena, Shreya Pare, Mahendra Singh Meena, Deepak Gupta, Akshansh Gupta, Imran Razzak, Chin-Teng Lin and Mukesh Prasad, “A Two-Phase Approach for Semi-Supervised Feature Selection”, Algorithms 2020, 13(9), 215; doi:10.3390/a13090215, www.mdpi.com/journal/algorithms ISSN 1999-4893
• (2020) Chou, K.P., Prasad, M., Yang, J., Sheng-Yao Su, Xian Tao, Amit Saxena, Wen-Chieh Lin, Chin-Teng Lin  “ A robust real-time facial alignment system with facial landmarks detection and rectification for multimedia applications”, Multimedia Tools Appl Springer  (2020). https://doi.org/10.1007/s11042-020-09216-7 ISSN 1380-7501
• (2020) Neha Bharill, Aruna Tiwari, Aayushi Malviya, Om Prakash Patel, Akshansh Gupta, Deepak Puthal, Amit Saxena, Mukesh Prasad, “ Fuzzy Knowledge Based Performance Analysis on Big Data,” Neurocomputing, Vol. 389, 2020, pp. 218-228. https://doi.org/10.1016/j.neucom.2018.10.088 ISSN 0925-2312.
• ((2018) Ratnesh Prasad Srivastava, Amit Saxena, Lokendra Singh Umrao, “CIIM A Framework for Software Reuse and Integration”, Chhattisgarh Journal of Science and Technology, Volume 15, Issue 4, 2018, pp.- 39-51, ISSN: 0973-7219
• (2018) Damodar Patel, Amit Saxena, “A Novel Sequential Feature Selection in Large Dimensional Datasets”, Chhattisgarh Journal of Science and Technology, Volume 19, Issue 4, 2022, pp.- 137-144,ISSN: 0973-7219.
• (2017) Amit K. Saxena, Vimal K. Dubey & John Wang, “Hybrid Feature Selection Methods for High Dimensional Multi-class Datasets”, Int. J. Data Mining, Modelling and Management, Vol. 9, No. 4, 2017, pp. 315-339. ISSN 1759-1171
• (2017) Amit Saxena, Madan Madhaw Shrivas, “Filter – GA Based Approach to Feature Selection for Classification”, International Journal on Future Revolution in Computer Science & Communication Engineering (IJFRCSCE), November 17 Volume 3 Issue 11, PP: 202 – 212, ISSN- 2454-4248.
• (2017) Amit Saxena, Mukesh Prasad, Akshansh Gupta,.Neha Bharill, .Om Prakash Patel, Aruna Tiwari, ..Er Meng Joo, .Ding Weiping, .Lin Chin-Teng A review of clustering techniques and developments, Neurocomputing, Vol 267,6 December 2017, pp. 664-681
• (2017) Abhishek Dubey, Amit Sxaena, Vimal Dubey ”A Binary Greedy Algorithm for Feature Selection and Classification”, Enhanced Technologies and Recent Trends in ICT Symposium, Oman April-2016, International Journal of Science Progress and Research (IJSPR), 39 (110), pp. 23-29.
• (2017) Amit Saxena, Madan Madhaw Shrivas, “Filter – PSO based approach for Feature Selection”, in International Journal of Advanced Research in Computer Science (IJARCS), http://www.ijarcs.info, ISSN:0976-5697, Vol 8, No. 5, May – June 2017, pp. 2063-2073.
• (2017) Vimal K. Dubey & Amit K. Saxena, “A Cosine Similarity- Mutual Information Approach For Feature Selection on High-Dimensional Dataset”. Journal of Information Technology Research,Volume 10, Issue 1, January-March, 2017, pp. 15-28, ISSN: 1938-7857, EISSN: 1938-7865, http://www.igi-global.com/journal/journal-information-technology-research-jitr/1100.
• (2017) Amit Saxena, Abhishek Dubey, “Feature Selection Using Machine Learning Techniques - A Review”, Chhattisgarh Journal of Science and Technology, Volume 14, Issue 04, 2017, pp.- 30-36, ISSN: 0973-7219.
• (2016) J. Singh, M. Prasad, O. K. Prasad, M. J. Er, A. Saxena, C. T. Lin, “A Novel Fuzzy Logic Model for Pseudo Relevance Feedback based Query Expansion,” Springer, International Journal of Fuzzy Systems, Vol. 18, No. 6, 2016, pp. 980-989.
• (2016)Amit Saxena, Madan Madhav, “Leave One Out Cross Validated Hybrid Model of Genetic Algorithm and Naïve bayes for Classification Problem”, in International Journal of Engineering Research and Application(IJERA), http://www.ijera.com, ISSN : 2248-9622, Vol. 6, Issue 3, March 2016, pp.107-114. ( Part -4).
• (2015) C T Lin, Mukesh Prasad, Amit Saxena, “An Improved Polynomial Neural Network Classifier Using Real-Coded Genetic Algorithm”, IEEE Transaction on Systems, Man and Cybernetics: Systems, Volume: 45, Issue: 11, pp. 1389-1401, Nov. 2015.
• (2015)Madan Madhaw, Amit Saxena, L. Gavel, “A Review of Particle Swarm Optimization: Feature Selection, Classification and Hybridizations”, International Journal of Recent and Innovation Trends in Computing and Communication, (IJRITCC), ISSN 2321-8169, Volume-3 Issue 4, April 2015, pp 1816-1820.
• (2015) Amit Saxena, Vimal Dubey, “A Survey on Feature Selection Algorithms”, International Journal of Recent and Innovation Trends in Computing and Communication, (IJRITCC), ISSN 2321-8169, Volume-3 Issue 4, pp 1895-1899, April 2015.
• (2015)Amit Saxena, L. Gavel, Madan Madhaw “Rough Sets: an Overview, Hybridization and Applications”, International Journal of Emerging Science and Engineering™ (IJESE), ISSN 2319-7378, Volume-3 Issue 3, pp 17-26, January 2015.
• (2014) Amit Saxena, L. Gavel, Madan Madhaw, “Rough Sets for Feature Selection and Classification: An Overview with Applications”, International Journal of Recent Technology and Engineering™ (IJRTE), ISSN 2277-3878, Volume-3 Issue 5, November 2014:, pp 62-69.
• (2013) Amit Saxena “On the importance of Ensemble of Classifiers”, International Journal of Information Technology, https://bvicam.ac.in/bjit/ (ISSN 0973-5658), Volume 5, No.1, June 2013 Springer.
• (2013) Amit Saxena, Apoorva Mondal, Itfaq Mir, “Improving the Classification Accuracy with Ensemble of Classifiers”, International Journal of Emerging Technology and Advanced Engineering, www.ijetae.com (ISSN 2250-2459 (Online), An ISO 9001:2008 Certified Journal, Volume 3, Special Issue 2, pp. 52-56., January 2013.
• (2011) Amit Saxena, D. Patre, Abhishek Dubey, “'An Evolutionary Feature Selection Technique Using Polynomial Neural Network”, International Journal of Computer Science Issues, (www.IJCSI.org), Volume 8, July, Issue 4(1), Impact Factor 0.242, pp 494-502. http://www.ijcsi.org/issues.php, ISSN (print): 1694-0784, ISSN (online): 1694-0814.
• (2011) Amit Saxena, D. Patre, Abhishek Dubey “ Investigating a novel GA-Based Feature Selection Method Using Improved KNN Classifiers”, International Journal of Information and Communication Technology (IJICT), (http://www.inderscience.com ) published by Inderscience Publishing House, Vol. 3, No. 3, pp. 274-288, ISSN:1741-8070, DOI 10.1504/IJICT.2011.041929.
• (2010) Amit Saxena, Nikhil Pal, Megha Vora, “ Evolutionary methods for unsupervised feature selection using Sammon’s stress function”, Fuzzy Information and Engineering, Volume 2, Number 3, 229-247, DOI: 0.1007/s12543-010-0047-4, Springer, ISSN : 1616-8658 (Print) 1616-8666 (Online) http://www.springerlink.com/content/1616-8658/2/3/ .
• (2010) Amit Saxena, John Wang, “Dimensionality Reduction with Unsupervised Feature Selection and Applying Non-Euclidean Norms for Classification Accuracy”, International Journal of Data Warehousing and Mining (IJDWM), (http://www.igi-global.com ) Vol. 6, Issue 2, 2010, pp. 22-40, ISSN: 1548-3924.
• (2010) Amit Saxena, D. Patre, Abhishek Dubey “ An Analytical Review of Classification Methodologies”, APEEJAY Journal of Management & Technology, vol. 5 (1), pp. 27-37, Jan 2010, ISSN : 0974-3294.
• (2009) Qureshi M.F.,Singh Ramesh Pratap, Saxena A.K, ” Validation of Self-Organizing Map tuned Adaptive Neuro-Fuzzy Inference System (SONFIS) for Visualization and Rectification of Power System Problems”, International Journal Association for the Advancement of Modelling & Simulation AMSE France (http://www.amse-modeling.com) Advances in Modelling, A, 82(3-4), pp 1-17.
• (2008) Amit Saxena, H S Hota, “Fuzzy Sliding Mode Controller Design For Controlling The Structural Vibration of Multistoreyed Building” Journal of C.G. State Science and Technology and published by G.G. University, Bilaspur, India, Vol. 3 & 4 (2006,2007), pp. 157-168.
• (2005) Amit Saxena, P K Dash, G Panda, “Lossless Data Compression using Neural Networks”, Journal of Institution of Engineers, India, by Springer, https://link.springer.com/journal/40030 vol. 86, No., pp. 65-70. ISSN 0971-0469.
• (2004) Amit Saxena, Megha Kothari, “Development of a Fuzzy rule based System for measuring skill through games playing” published in the Journal of C.G. State Science and Technology and published by G.G. University, Bilaspur, India, Vol. 1(1), pp. 197-206.
• (2003) Amit Saxena, A. Dwivedi, “Semi-Hypocycloid Membership Function for Fuzzy Systems” published in Bulletin of Pure and Applied Sciences (International Research Journal of Sciences), vol. 22E (2), 2003, pp 405-419. ISSN – 0970-6577.
• (2003) Amit Saxena, A. Dwivedi, “A Fuzzy Based Novel Approach for Comparing the Scanners” published in Bulletin of Pure and Applied Sciences (International Research Journal of Sciences), vol. 22E (2) pp 313-333. ISSN – 0970-6577.
• (1997) Amit Saxena, R K Singh, G Panda, “Development of an Efficient Deconvolvor using Artificial Neural Network Technique” published in the Journal of Computer Science and Informatics, India, Vol. 27, No. 3., pp.23-33. ISSN 0254-7813.
• (1996) Amit Saxena, R K Singh, G Panda “Computer Simulation of DSP Algorithm Using LMS Techniques”, published in the Journal of Computer Science and Informatics, India, Vol. 26, No. 1, pp. 11-28. ISSN 0254-7813.

• Book: “C Programming – An Introduction”, released in February 2007, ISBN- 13 978-81-88342-93-8; published by Anamaya Publishers, New Delhi, India.
• (2013) Amit Saxena, C T Lin, Mukesh Prasad, Book Chapter titled “Vertical Collaborative Fuzzy C-Means for Multiple EEG Data Set”, Intelligent Robotics and Applications, Lecture Notes in Computer Science Volume 8102, 2013, pp 246-257, Springer Berlin Heidelberg, http://link.springer.com/chapter/10.1007/978-3-642-40852-6_26
• (2008) Amit Saxena, Megha Kothari, Navneet Pandey, “Evolutionary Approach to Dimensionality Reduction”, Encyclopedia of Data Warehousing and Mining, Second Edition, Vol II pp 810-816, ISBN 978-1-60566-010-3 (hardcover), ISBN 978-1-60566-011-0 (ebook), IGI Global,2008, http://www.igi-global.com/downloads/pdf/Wang810.pdf .
• Proceedings of International Conference on Soft Computing and ICT SCICT-2011 on 16-17 March 2011 at G G Vishwavidyalaya, Bilaspur India, ISBN – 978-81-920913-3-4

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