Prof. A.K. Saxena

A Bio-Inspired Earthworm Optimization Algorithm Combined with PCA for Improved Feature Selection in Machine Learning Models

Saxena A.K., Patel D., Shriwas U.K., Dubey A., Sahu G., Chinde S.

Publication Type: Journal Article (International)

Journal: International Journal of Computer Applications (IJCA)

Volume: 187(36)

Year: 2025

Pages: 43-54

Link

Deep Learning-based Plant Leaf Disease Classification

Vaishnav P., Saxena A.K., Patel D.

Publication Type: Journal Article (International)

Journal: International Journal of Computer Applications (IJCA)

Volume: 189(39)

Year: 2025

Pages: 58-66

Link

Early Diagnosis Small Cell Lung Cancer and Pneumonia Risk Level Prediction using Optimized Deep Learning Approach

Prasad R., Saxena A.K., Laha S.

Publication Type: Journal Article (International)

Journal: International Journal of Computer Applications (IJCA)

Volume: 187(38)

Year: 2025

Pages: 17-31

Link

A Particle Swarm Optimization Based Model for Feature Selection

Patel D., Saxena A.K., Dubey A.

Publication Type: Conference Proceeding

Journal: In Innovative and Intelligent Digital Technologies; Towards an Increased Efficiency

Volume: 2

Year: 2025

Pages: 329-340

Link

Prediction of Brain Cancer Occurrence and Risk Assessment of Brain Hemorrhage Using Hybrid Deep Learning Technique

Prasad R., Saxena, A.K., Laha S.

Publication Type: Journal Article (International)

Journal: Cancer Investigation

Volume: 43(1)

Year: 2024

Pages: 80-102

A Machine Learning-Based Wrapper Method for Feature Selection

Patel D., Saxena A., Wang J.

Publication Type: Journal Article (International)

Journal: International Journal of Data Warehousing and Mining (IJDWM)

Volume: 20(1)

Year: 2024

Pages: 1-33

Link

Impact Factor: 0.70

A Machine Learning Approach for an Early Prediction of Parkinson’s disease

Prasad R., Saxena, A.K.

Publication Type: Journal Article (International)

Journal: Indian Journal of Science and Technology

Volume: 17(33)

Year: 2024

Pages: 3410-3418

Feature Selection in High Dimension Datasets using Incremental Feature Clustering

Patel D., Saxena A.K.

Publication Type: Journal Article (International)

Journal: Indian Journal of Science and Technology

Volume: 17(32)

Year: 2024

Pages: 3318-3326

Ensemble Transfer Learning for Distinguishing Cognitively Normal and Mild Cognitive Impairment Patients Using MRI

Grover, P., Chaturvedi, K., Zi, X., Saxena, A., Prakash, S., Jan, T., Prasad, M.

Publication Type: Journal Article (International)

Journal: Algorithms

Volume: 16

Year: 2023

Pages: 377

Impact Factor: 2.30

An Exhaustive Wrapper Method for Feature Selection in Large Dimensional Datasets (WFS)

Patel D., Saxena A.K., Laha S., Prasad R., Roy U.

Publication Type: Journal Article (International)

Journal: The Ciência & Engenharia - Science & Engineering Journal

Volume: 11(1)

Year: 2023

Pages: 2206 – 2225

Augmentation of Densest Subgraph Finding Unsupervised Feature Selection Using Shared Nearest Neighbor Clustering

Chugh D., Mittal H., Saxena A., Chauhan R., Yafi E., Prasad M.

Publication Type: Journal Article (International)

Journal: Algorithms

Volume: 16

Year: 2023

Pages: 18

Link

Impact Factor: 2.30

A Novel Unsupervised Feature Selection Approach Using Genetic Algorithm on Partitioned Data

Saxena A., Chugh D., Mittal H., Sajid M., Chauhan R., Yafi E., Cao J., Prasad M.

Publication Type: Journal Article (International)

Journal: Advances in Artificial Intelligence and Machine Learning

Volume: 2

Year: 2022

Pages: 500-515

Link

A Novel Scheme For Feature Selection Using Filter Approach

Patel D., Saxena A.K., Laha S., Ansari G. M.

Publication Type: Conference Proceeding

Journal: In 2022 7th International Conference on Computing, Communication and Security (ICCCS)

Year: 2022

Pages: 1-4

Link

Adaptive Decision Support System for On-Line Multi-Class Learning and Object Detection.

Hong G. J., Li D. L., Pare S., Saxena A., Prasad, M., Lin C.T.

Publication Type: Journal Article (International)

Journal: Applied Sciences

Volume: 11

Year: 2021

Pages: 11268

Remote Sensing Imagery Segmentation: A Hybrid Approach

Pare S., Mittal H., Sajid M., Bansal J.C., Saxena A., Jan T., Pedrycz W., Prasad M.

Publication Type: Journal Article (International)

Journal: Remote Sensing

Volume: 13

Year: 2021

Pages: 4604

Impact Factor: 4.10

An Empirical Study on Initializing Centroid in K-Means Clustering for Feature Selection

Saxena A., Wang J., Sintunavarat W.

Publication Type: Journal Article (International)

Journal: International Journal of Software Science and Computational Intelligence (IJSSCI)

Volume: 13(1)

Year: 2021

Pages: 1-16

Link

Impact Factor: 3.40

Multilevel Color Image Segmentation using Modified Fuzzy Entropy and Cuckoo Search Algorithm

Pare S., Prasad M., Puthal D., Gupta D., Malik A., Saxena A.

Publication Type: Conference Proceeding

Journal: In 2021 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)

Year: 2021

Pages: 1-7

Link

An Early Flame Detection System Based on Image Block Threshold Selection Using Knowledge of Local and Global Feature Analysis

Hsu T. W., Pare S., Meena, M. S., Jain D. K., Li D. L., Saxena A., Prasad M., Lin C. T.

Publication Type: Journal Article (International)

Journal: Sustainability

Volume: 12(21)

Year: 2020

Pages: 2071-1050

Link

An Intelligent Automatic Human Detection and Tracking System Based on Weighted Resampling Particle Filtering

Chang Liang C., Pare S., Meena Mahendra S., Jain D., Li Dong L., Saxena Amit., Prasad, M., Lin C.T..

Publication Type: Journal Article (International)

Journal: Big Data and Cognitive Computing

Volume: 4(4)

Year: 2020

Pages: 27

Link

Impact Factor: 4.40

A Two-Phase Approach for Semi-Supervised Feature Selection

Saxena A., Pare S. , Singh M. M., Gupta D., Gupta A., Razzak I., Lin C.T., Prasad M.

Publication Type: Journal Article (International)

Journal: Algorithms

Volume: 13(9)

Year: 2020

Pages: 215

Impact Factor: 2.10

A robust real-time facial alignment system with facial landmarks detection and rectification for multimedia applications

Chou K.P., Prasad M., Yang J., Su S.Y., Tao X., Saxena A., Lin W.C., Lin C.T.

Publication Type: Journal Article (International)

Journal: Multimedia Tools and Applications

Volume: 80(11)

Year: 2020

Pages: 16635-16657

Link

Impact Factor: 2.31

Fuzzy Knowledge Based Performance Analysis on Big Data

Bharill N., Tiwari A., Malviya A., Patel O.P., Gupta A., Puthal D., Saxena A., Prasad M.

Publication Type: Journal Article (International)

Journal: Neurocomputing

Volume: 389

Year: 2020

Pages: 218-228

Link

Impact Factor: 6.50

Information Technology in 21st Century in India (Evaluation of I.T. Investment: Benefits and Risks)

None

Publication Type: Conference Proceeding

Journal: in the proceedings National Seminar (Jan-1) at S.P. University, Ballabh Vidyanagar, Gujarat, India

Year: 2020

Fusion based En-FEC transfer learning approach for automobile parts recognition system

Prasad, M., Rajora, S., Gupta, D., Daraghmi, Y.A., Daraghmi, E., Yadav, P., Tiwari, P., Saxena, A

Publication Type: Conference Proceeding

Journal: In 2018 IEEE Symposium Series on Computational Intelligence (SSCI)

Year: 2018

Pages: 2193-2199

Link

Hybrid Feature Selection Methods for High Dimensional Multi-class Datasets

Saxena A.K., Dubey V. K., Wang J.

Publication Type: Journal Article (International)

Journal: International Journal of Data Mining, Modelling and Management

Volume: 9(4)

Year: 2017

Pages: 315-339

Link

Impact Factor: 0.50

Filter – GA Based Approach to Feature Selection for Classification

Saxena A., Shrivas M.M.

Publication Type: Journal Article (International)

Journal: International Journal on Future Revolution in Computer Science & Communication Engineering (IJFRCSCE)

Volume: 9(11)

Year: 2017

Pages: 2020-212

Link

A review of clustering techniques and developments

Saxena, A., Prasad, M., Gupta, A., Bharill, N., Patel, O.P., Tiwari, A., Er, M.J., Ding, W., Lin, C.T.

Publication Type: Journal Article (International)

Journal: Neurocomputing

Volume: 267

Year: 2017

Pages: 664-681

Link

Impact Factor: 6.50

A Binary Greedy Algorithm for Feature Selection and Classification

Dubey A., Sxaena A., Dubey V.

Publication Type: Journal Article (International)

Journal: International Journal of Science Progress and Research (IJSPR)

Volume: 39(110)

Year: 2017

Pages: 23-29

Link

Filter – PSO based approach for Feature Selection

Saxena A., Shrivas M.M.

Publication Type: Journal Article (International)

Journal: International Journal of Advanced Research in Computer Science (IJARCS)

Volume: 8(5)

Year: 2017

Pages: 2063-2073

A Cosine Similarity- Mutual Information Approach For Feature Selection on High-Dimensional Dataset

None

Publication Type: Journal Article (International)

Journal: Journal of Information Technology Research

Volume: 10(1)

Year: 2017

Pages: 15-28

Link

Fuzzy Logic Hybrid Model with Semantic Filtering Approach for Pseudo Relevance Feedback-based Query Expansion

Singh, J., Prasad, M., Daraghmi, Y.A., Tiwari, P., Yadav, P., Bharill, N., Pratama, M., Saxena, A.

Publication Type: Conference Proceeding

Journal: In 2017 IEEE symposium series on computational intelligence (SSCI)

Year: 2017

Pages: 1-7

Link

A Novel Fuzzy Logic Model for Pseudo Relevance Feedback based Query Expansion

Singh J., Prasad M., Prasad O. K. , Er M. J., Saxena A., Lin C. T.

Publication Type: Journal Article (International)

Journal: International Journal of Fuzzy Systems

Volume: 18(6)

Year: 2016

Pages: 980-989

Link

Impact Factor: 3.60

Leave One Out Cross Validated Hybrid Model of Genetic Algorithm and Naïve bayes for Classification Problem

Saxena, A., Shrivas, M.M.

Publication Type: Journal Article (International)

Journal: International Journal of Engineering Research and Application(IJERA)

Volume: 6(3)

Year: 2016

Pages: 107-114

Link

Impact Factor: 0.36

A hybrid Classification model of correlation based feature selection and Support vector machine

Dubey, V.K., Saxena, A.K.

Publication Type: Conference Proceeding

Journal: In 2016 IEEE International Conference on Current Trends in Advanced Computing (ICCTAC)

Year: 2016

Pages: 1-6

Cosine Similarity Based Filter Technique for Feature Selection

Dubey, V.K., Saxena, A.K.

Publication Type: Conference Proceeding

Journal: In 2016 International Conference on Control, Computing, Communication and Materials (ICCCCM)

Year: 2016

Pages: 1-6

Link

A Cluster Filter Feature Selection Approach

Dubey, V.K., Saxena, A.K., Shrivas, M.M.

Publication Type: Conference Proceeding

Journal: In 2016 International Conference on ICT in Business Industry & Government (ICTBIG)

Year: 2016

Pages: 1-5

Link

An Improved Polynomial Neural Network Classifier Using Real-Coded Genetic Algorithm

Lin C. T., Prasad M., Saxena A.

Publication Type: Journal Article (International)

Journal: IEEE Transactions on Systems, Man, and Cybernetics: Systems

Volume: 45(11)

Year: 2015

Pages: 1389-1401

Link

Impact Factor: 8.70

A Review of Particle Swarm Optimization: Feature Selection, Classification and Hybridizations

Shrivas, M.M., Saxena, A. Gavel, L.K.

Publication Type: Journal Article (International)

Journal: International Journal of Recent and Innovation Trends in Computing and Communication, (IJRITCC)

Volume: 3(4)

Year: 2015

Pages: 1816-1820

Link

Impact Factor: 0.70

A Survey on Feature Selection Algorithms

Saxena A., Dubey V.

Publication Type: Journal Article (International)

Journal: International Journal of Recent and Innovation Trends in Computing and Communication, (IJRITCC)

Volume: 3(4)

Year: 2015

Pages: 1895-1899

Link

Impact Factor: 0.70

Rough Sets: an Overview, Hybridization and Applications

Saxena, A., Gavel, L.K. Shrivas, M.M.,

Publication Type: Journal Article (International)

Journal: International Journal of Emerging Science and Engineering™ (IJESE)

Volume: 3(3)

Year: 2015

Pages: 17-26

Link

Impact Factor: 0.70

Leave One Out Cross Validated GA K-NN Approach For Feature Selection In Classification

Saxena A., Shrivas M.M.

Publication Type: Conference Proceeding

Journal: in Proc. International Conference on Emerging Research in Computer Science and Software Engineering

Year: 2015

Pages: 155-159

Sequential Cosine Similarity based feature Selection Technique for High-Dimensional Datasets

Dubey V.K., Saxena A.

Publication Type: Conference Proceeding

Journal: In 2015 39th National Systems Conference (NSC)

Year: 2015

Pages: 1-5

Link

Rough Sets for Feature Selection and Classification: An Overview with Applications

None

Publication Type: Journal Article (International)

Journal: International Journal of Recent Technology and Engineering™ (IJRTE)

Volume: 3(5)

Year: 2014

Pages: 62-69

Link

A Preprocessed Induced Partition Matrix Based Collaborative Fuzzy Clustering for Data Analysis

Prasad, M., Siana, L., Li, D.L., Lin, C.T., Liu, Y.T., Saxena, A.

Publication Type: Conference Proceeding

Journal: In 2014 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)

Year: 2014

Pages: 1553-1558

Link

Collaborative Fuzzy Rule Learning for Mamdani Type Fuzzy Inference System with Mapping of Cluster Centers

Prasad, M., Chou, K.P., Saxena, A., Kawrtiya, O.P., Li, D.L., Lin, C.T.

Publication Type: Conference Proceeding

Journal: In 2014 IEEE Symposium on Computational Intelligence in Control and Automation (CICA)

Year: 2014

Pages: 1-6

Link

On the importance of Ensemble of Classifiers

Saxena A.

Publication Type: Journal Article (International)

Journal: International Journal of Information Technology

Volume: 5(1)

Year: 2013

Link

Improving the Classification Accuracy with Ensemble of Classifiers

Saxena A., Mondal A., Mir I.

Publication Type: Journal Article (International)

Journal: International Journal of Emerging Technology and Advanced Engineering,

Volume: 3(2)

Year: 2013

Pages: 52-56

Link

Impact Factor: 3.70

An Evolutionary Feature Selection Technique Using Polynomial Neural Network

Saxena A., Patra D., Dubey A.

Publication Type: Journal Article (International)

Journal: International Journal of Computer Science Issues

Volume: 8

Year: 2011

Pages: 1694-0784

Link

Impact Factor: 7.32

Investigating a novel GA-Based Feature Selection Method Using Improved KNN Classifiers

Saxena A., Patra D., Dubey A.

Publication Type: Journal Article (International)

Journal: International Journal of Information and Communication Technology (IJICT)

Volume: 3(3)

Year: 2011

Pages: . 274-288

Link

Impact Factor: 3.60

Feature Selection Using Polynomial Neural Networks

Saxena A., Patra D.

Publication Type: Conference Proceeding

Journal: in the Proceeding of SCICT2011 (International Conference on Emerging Trends in Soft Computing and ICT),

Year: 2011

Pages: 70-73

Evolutionary methods for unsupervised feature selection using Sammon’s stress function

Saxena A., Pal N., Vora M.

Publication Type: Journal Article (International)

Journal: Fuzzy Information and Engineering

Volume: 2(3)

Year: 2010

Pages: 229-247

Link

Impact Factor: 1.30

Dimensionality Reduction with Unsupervised Feature Selection and Applying Non-Euclidean Norms for Classification Accuracy

Saxena A., Wang J.

Publication Type: Journal Article (International)

Journal: International Journal of Data Warehousing and Mining

Volume: 6(2)

Year: 2010

Pages: 22-40

Link

Impact Factor: 0.70

An Analytical Review of Classification Methodologies

Saxena A., Patre D., Dubey A.

Publication Type: Journal Article (International)

Journal: APEEJAY Journal of Management & Technology

Volume: 5(1)

Year: 2010

Pages: 27-37

Link

Validation of Self-Organizing Map tuned Adaptive Neuro-Fuzzy Inference System (SONFIS) for Visualization and Rectification of Power System Problems

Qureshi M.F., Singh R. P., Saxena A.K.

Publication Type: Journal Article (International)

Journal: International Journal Association for the Advancement of Modelling & Simulation

Volume: 82

Year: 2009

Pages: 1-17

Fuzzy Sliding Mode Controller Design For Controlling The Structural Vibration of Multistoreyed Building

Saxena A. , Hota H. S.

Publication Type: Journal Article (International)

Journal: Journal of C.G. State Science and Technology

Volume: 3

Year: 2008

Pages: 157-168

Novel Approach for the use of Small World Theory in Particle Swarm Optimization

None

Publication Type: Conference Proceeding

Journal: In the Proceeding of ADCOM2008 (The International Conference on Advances in Computing 2008

Year: 2008

Pages: 363-366

Unsupervised Approach for Structure Preserving Dimensionality Reduction

Saxena A., Kothari M.

Publication Type: Conference Proceeding

Journal: in the Proceeding of ICAPR07 (The 6th International Conference on Advances in Pattern Recognition 2007)

Year: 2007

Pages: 315-318

Intelligent mining of 3D Medical Images

Saxena A.

Publication Type: Conference Proceeding

Journal: In the Proceedings of National Conference (18-19 Jan) on Cyber Security, Data Mining and ICT for the Society, at G G University, Bilaspur, India.

Year: 2006

Lossless Data Compression using Neural Networks

Saxena A., Dash P.K. ,Panda G.

Publication Type: Journal Article (International)

Journal: Journal of Institution of Engineers

Volume: 86

Year: 2005

Pages: 65-70

Link

Development of a Fuzzy rule based System for measuring skill through games playing

Saxena A , Kothari M

Publication Type: Journal Article (International)

Journal: C.G. State Science and Technology

Volume: 1(1)

Year: 2004

Pages: 197-206

Semi-Hypocycloid Membership Function for Fuzzy Systems

Saxena A., Dwivedi A.

Publication Type: Journal Article (International)

Journal: International Research Journal of Sciences

Volume: 22E

Year: 2003

Pages: 405-419

A Fuzzy Based Novel Approach for Comparing the Scanners

Saxena A., Dwivedi A.

Publication Type: Journal Article (International)

Journal: Bulletin of Pure and Applied Sciences (International Research Journal of Sciences)

Volume: 22E

Year: 2003

Pages: 313-333

Rule Extraction From Binary Databases Using Neural Networks

Saxena A.

Publication Type: Conference Proceeding

Journal: In the Proceedings (CDROM) of National Seminar, (17-18 Jan.)

Year: 2003

Soft Computing Techniques for Data Mining Using Wavelet based Data Compression

Saxena A.

Publication Type: Conference Proceeding

Journal: in the Proceedings, International Conference (17-19 Nov) on . e- Manufacturing at Bhopal, India

Year: 2002

Pages: 596-601

Neuro-controller for a nonlinear discrete time system

Saxena A.

Publication Type: Conference Proceeding

Journal: in Proc. (CD ROM) 3rd International Conference on Communications and Signal Processing

Year: 2001

Neural Nets for Data Mining Applications in Rule Extraction

Saxena A.

Publication Type: Conference Proceeding

Journal: in the Proc. of IASTED International Conference

Year: 2001

Pages: 274-277

E-commerce: Challenges to benefit India

Saxena A.

Publication Type: Conference Proceeding

Journal: in the proceedings of the National Conference (Feb. 18-19) on E-commerce at Hyderabad, India

Year: 2000

Pages: 137-144

ANN based adaptive equalizers

in the proceedings of International Conference (CMSC’99, 1-3 Dec. 1999) Jaipur, India.

Publication Type: Conference Proceeding

Journal: 341-347

Year: 2000

An Efficient ANN Scheme for Identification of Nonlinear systems

Saxena A.

Publication Type: Conference Proceeding

Journal: in the Proceedings of ICCS’98 at Delhi, India

Year: 1998

Computation of Discrete Fourier Transform using L.M.S. Techniques

Saxena A.

Publication Type: Conference Proceeding

Journal: in the Proceedings of Fifth National Conference

Year: 1998

Development of an Efficient Deconvolvor using Artificial Neural Network Technique

Saxena A., Singh R.K., Panda G.

Publication Type: Journal Article (National)

Journal: Journal of Computer Science and Informatics, India,

Volume: 27(3)

Year: 1997

Pages: 23-33

Computer Simulation of DSP Algorithm Using LMS Techniques

Saxena A., Singh R.K., Panda G.

Publication Type: Journal Article (National)

Journal: Journal of Computer Science and Informatics, India

Volume: 26

Year: 1996

Pages: 11-28

Microcomputer Based Linear Deconvolver for Engineering Application

Saxena A.

Publication Type: Conference Proceeding

Journal: in the proceedings of National Conference

Year: 1996

An Efficient Data Communication Scheme Using Artificial Neural Network

Saxena A.

Publication Type: Conference Proceeding

Journal: in the proceedings National Conference

Year: 1994

Pages: 78-83