Training feedforward networks using simultaneous perturbation with dynamic tunneling. - P. Thangavel; T. Kathirvalavakumar (Neurocomputing, 2002)

Simultaneous perturbation for single hidden layer networks – cascade learning. - P. Thangavel; T. Kathirvalavakumar (Neurocomputing, 2003)

A New Learning Algorithm Using Simultaneous Perturbation with Weight Initialization. - T. Kathirvalavakumar; P. Thangavel (Neural Process. Lett., 2003)

A Modified Backpropagation Training Algorithm for Feedforward Neural Networks*. - T. Kathirvalavakumar; P. Thangavel (Neural Process. Lett., 2006)

Neighborhood based modified backpropagation algorithm using adaptive learning parameters for training feedforward neural networks. - T. Kathirvalavakumar; S. Jeyaseeli Subavathi (Neurocomputing, 2009)

A Novel Pruning Algorithm for Optimizing Feedforward Neural Network of Classification Problems. - M. Gethsiyal Augasta; T. Kathirvalavakumar (Neural Process. Lett., 2011)

A new discretization algorithm based on range coefficient of dispersion and skewness for neural networks classifier. - M. Gethsiyal Augasta; T. Kathirvalavakumar (Appl. Soft Comput., 2012)

Reverse Engineering the Neural Networks for Rule Extraction in Classification Problems. - M. Gethsiyal Augasta; T. Kathirvalavakumar (Neural Process. Lett., 2012)

An Empirical Comparison of Discretization Methods for Neural Classifier. - M. Gethsiyal Augasta; Thangairulappan Kathirvalavakumar (MIKE, 2013)

Efficient Touching Text Line Segmentation in Tamil Script Using Horizontal Projection. - Thangairulappan Kathirvalavakumar; M. Karthigai Selvi (MIKE, 2013)

Face Representation Using Averaged Wavelet, Micro Patterns and Recognition Using RBF Network. - Thangairulappan Kathirvalavakumar; J. Jebakumari Beulah Vasanthi (MIKE, 2013)

Pruning algorithms of neural networks - a comparative study. - M. Gethsiyal Augasta; T. Kathirvalavakumar (Central Eur. J. Comput. Sci., 2013)

Self organizing map and wavelet based image compression. - T. Kathirvalavakumar; E. Ponmalar (Int. J. Mach. Learn. Cybern., 2013)

Efficient Handwritten Numeral Recognition System Using Leaders of Separated Digit and RBF Network. - Thangairulappan Kathirvalavakumar; M. Karthigai Selvi; R. Palaniappan (MIKE, 2014)

Optimal Core Point Detection Using Multi-scale Principal Component Analysis. - T. Kathirvalavakumar; K. S. Jeyalakshmi (MIKE, 2015)

Recognizing Handwritten Arabic Numerals Using Partitioning Approach and KNN Algorithm. - T. Kathirvalavakumar; R. Palaniappan (MIKE, 2015)

Fingerprint Image Enhancement Using Steerable Filter in Wavelet Domain. - K. S. Jeyalakshmi; T. Kathirvalavakumar (ISDA, 2017)

Classification of Dengue Gene Expression Using Entropy-Based Feature Selection and Pruning on Neural Network. - Pandiselvam Pandiyarajan; Thangairulappan Kathirvalavakumar (ISDA, 2017)

Face Recognition by RBF with Wavelet, DCV and Modified LBP Operator Face Representation Methods. - J. Jebakumari Beulah Vasanthi; T. Kathirvalavakumar (MIKE, 2017)

Classification of Dengue Serotypes Using Protein Sequence Based on Rule Extraction from Neural Network. - Pandiselvam Pandiyarajan; Thangairulappan Kathirvalavakumar (MIKE, 2018)

Haralick Features from Wavelet Domain in Recognizing Fingerprints Using Neural Network. - K. S. Jeyalakshmi; T. Kathirvalavakumar (MIKE, 2019)

Under-Sample Binary Data Using CURE for Classification. - T. Kathirvalavakumar; S. Karthikeyan 002; Rajendra Prasath (MIKE, 2019)

Compact Associative Classification for Up and Down Regulated Genes Using Supervised Discretization and Clustering. - S. Alagukumar; T. Kathirvalavakumar; Rajendra Prasath (MIKE, 2021)

Type 2 Diabetes Prediction from the Weighted Data. - A. Suriya Priyanka; T. Kathirvalavakumar; Rajendra Prasath (MIKE, 2021)

Enhanced Group Key Distribution Protocol for Intra Group and Inter Group Communication Using Access Control Polynomial. - M. Ragunathan; T. Kathirvalavakumar; Rajendra Prasath (MIKE, 2021)

Classification of the Class Imbalanced Data Using Mahalanobis Distance with Feature Filtering. - S. Karthikeyan 002; T. Kathirvalavakumar; Rajendra Prasath (MIKE, 2023)