# C. A. Murthy

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^{1}, C. A. Murthy## Timeline

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## Bibliography

2017

Bridging Feature Selection and Extraction: Compound Feature Generation.

IEEE Trans. Knowl. Data Eng., 2017

Generation of power-law networks by employing various attachment schemes: Structural properties emulating real world networks.

Inf. Sci., 2017

Bridging Feature Selection and Extraction: Compound Feature Generation (Extended Abstract).

Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

Multi-label Learning Through Minimum Spanning Tree-Based Subset Selection and Feature Extraction.

Proceedings of the Advances in Artificial Intelligence, 2017

2016

A new estimate of mutual information based measure of dependence between two variables: properties and fast implementation.

Int. J. Machine Learning & Cybernetics, 2016

A supervised term selection technique for effective text categorization.

Int. J. Machine Learning & Cybernetics, 2016

Roughness and granularity measures using Hausdorff metric: a new approach.

Int. J. General Systems, 2016

On bandwidth selection using minimal spanning tree for kernel density estimation.

Computational Statistics & Data Analysis, 2016

Sparsity Measure of a Network Graph: Gini Index.

CoRR, 2016

3S: Sensing Sensor Signal: Demo Abstract.

Proceedings of the 14th ACM Conference on Embedded Network Sensor Systems, SenSys 2016, 2016

An unsupervised learning for robust cardiac feature derivation from PPG signals.

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

2015

A similarity assessment technique for effective grouping of documents.

Inf. Sci., 2015

A Similarity Based Supervised Decision Rule for Qualitative Improvement of Text Categorization.

Fundam. Inform., 2015

Face Recognition using Face-Autocropping and Facial Feature Points Extraction.

Proceedings of the 2nd International Conference on Perception and Machine Intelligence, 2015

2014

Fitting truncated geometric distributions in large scale real world networks.

Theor. Comput. Sci., 2014

Generation of new points for training set and feature-level fusion in multimodal biometric identification.

Mach. Vis. Appl., 2014

Towards enriching the quality of

*k*-nearest neighbor rule for document classification.
Int. J. Machine Learning & Cybernetics, 2014

Centrality Measures, Upper Bound, and Influence Maximization in Large Scale Directed Social Networks.

Fundam. Inform., 2014

Measure of dependence between two variables using mutual information.

CoRR, 2014

2013

An Optimization Rule for In Silico Identification of Targeted Overproduction in Metabolic Pathways.

IEEE/ACM Trans. Comput. Biology Bioinform., 2013

Intra-Class Threshold Generation in Multimodal Biometric Systems by Set Estimation Technique.

IJSSCI, 2013

2012

Variance as a Stopping Criterion for Genetic Algorithms with Elitist Model.

Fundam. Inform., 2012

Two dimensional synthetic face generation and verification using set estimation technique.

Computer Vision and Image Understanding, 2012

A Second-Order Learning Algorithm for Computing Optimal Regulatory Pathways.

Proceedings of the Perception and Machine Intelligence - First Indo-Japan Conference, 2012

Effective Text Classification by a Supervised Feature Selection Approach.

Proceedings of the 12th IEEE International Conference on Data Mining Workshops, 2012

A Feature Selection Method for Improved Document Classification.

Proceedings of the Advanced Data Mining and Applications, 8th International Conference, 2012

2011

Rough Set Based Ensemble Classifier.

Proceedings of the Rough Sets, Fuzzy Sets, Data Mining and Granular Computing, 2011

A New Centrality Measure for Influence Maximization in Social Networks.

Proceedings of the Pattern Recognition and Machine Intelligence, 2011

2010

Application of rough ensemble classifier to web services categorization and focused crawling.

Web Intelligence and Agent Systems, 2010

A Novel Split and Merge Technique for Hypertext Classification.

Trans. Rough Sets, 2010

2009

The Double Digest Problem: finding all solutions.

IJBRA, 2009

Tensor Framework and Combined Symmetry for Hypertext Mining.

Fundam. Inform., 2009

Rough Ensemble Classifier: A Comparative Study.

Proceedings of the Fuzzy Logic and Applications, 8th International Workshop, 2009

Hypertext Classification Using Tensor Space Model and Rough Set Based Ensemble Classifier.

Proceedings of the Pattern Recognition and Machine Intelligence, 2009

Metric in Feature Space.

Proceedings of the Pattern Recognition and Machine Intelligence, 2009

Feature Selection Using Non Linear Feature Relation Index.

Proceedings of the Pattern Recognition and Machine Intelligence, 2009

Class Specific Threshold Selection in Face Space Using Set Estimation Technique for RGB Color Components.

Proceedings of the Pattern Recognition and Machine Intelligence, 2009

A Least Squares Fitting-Based Modeling of Gene Regulatory Sub-networks.

Proceedings of the Pattern Recognition and Machine Intelligence, 2009

Image Enhancement Using Multi-objective Genetic Algorithms.

Proceedings of the Pattern Recognition and Machine Intelligence, 2009

Semantic Relation between Words with the Web as Information Source.

Proceedings of the Pattern Recognition and Machine Intelligence, 2009

Rough Set Based Ensemble Prediction for Topic Specific Web Crawling.

Proceedings of the Seventh International Conference on Advances in Pattern Recognition, 2009

2008

A New Probabilistic Approach for Fractal Based Image Compression.

Fundam. Inform., 2008

Classification of Web Services Using Tensor Space Model and Rough Ensemble Classifier.

Proceedings of the Foundations of Intelligent Systems, 17th International Symposium, 2008

Determination of optimal metabolic pathways through a new learning algorithm.

Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Tensor Space Model for Hypertext Representation.

Proceedings of the 2008 International Conference on Information Technology, 2008

2007

Distinct Multicolored Region Descriptors for Object Recognition.

IEEE Trans. Pattern Anal. Mach. Intell., 2007

Rough set Based Ensemble Classifier forWeb Page Classification.

Fundam. Inform., 2007

2006

Standardization of edge magnitude in color images.

IEEE Trans. Image Processing, 2006

Maxdiff kd-trees for data condensation.

Pattern Recognition Letters, 2006

2005

Euler vector for search and retrieval of gray-tone images.

IEEE Trans. Systems, Man, and Cybernetics, Part B, 2005

On Visualization and Aggregation of Nearest Neighbor Classifiers.

IEEE Trans. Pattern Anal. Mach. Intell., 2005

A pipeline architecture for computing the Euler number of a binary image.

Journal of Systems Architecture, 2005

Determination of Minutiae Scores for Fingerprint Image Applications.

Int. J. Image Graphics, 2005

Genetic Algorithm for Double Digest Problem.

Proceedings of the Pattern Recognition and Machine Intelligence, 2005

A Hybrid Data and Space Partitioning Technique for Similarity Queries on Bounded Clusters.

Proceedings of the Pattern Recognition and Machine Intelligence, 2005

2004

Thresholding in edge detection: a statistical approach.

IEEE Trans. Image Processing, 2004

Hough Transform for Region Extraction in Color Images.

Proceedings of the ICVGIP 2004, 2004

2003

Hue-preserving color image enhancement without gamut problem.

IEEE Trans. Image Processing, 2003

A Probabilistic Active Support Vector Learning Algorithm.

IEEE Trans. Pattern Anal. Mach. Intell., 2003

Topic Continuity for Web Document Categorization and Ranking.

Proceedings of the 2003 IEEE / WIC International Conference on Web Intelligence, 2003

Flavours of Traveling Salesman Problem in VLSI Design.

Proceedings of the 1st Indian International Conference on Artificial Intelligence, 2003

2002

Density-Based Multiscale Data Condensation.

IEEE Trans. Pattern Anal. Mach. Intell., 2002

Unsupervised Feature Selection Using Feature Similarity.

IEEE Trans. Pattern Anal. Mach. Intell., 2002

Euler Vector: A Combinatorial Signature for Gray-Tone Images.

Proceedings of the 2002 International Symposium on Information Technology (ITCC 2002), 2002

Combinatorial Classification of Pixels for Ridge Extraction in a Gray-Scale Fingerprint Image.

Proceedings of the ICVGIP 2002, 2002

Determination of Minutiae Scores for Fingerprint Image Applications.

Proceedings of the ICVGIP 2002, 2002

Content based image retrieval: related issues using Euler vector.

Proceedings of the 2002 International Conference on Image Processing, 2002

2001

Fractal Image Compression Using Iterated Function System with Probabilities.

Proceedings of the 2001 International Symposium on Information Technology (ITCC 2001), 2001

On-chip computation of Euler number of a binary image for efficient database search.

Proceedings of the 2001 International Conference on Image Processing, 2001

2000

VGA-Classifier: design and applications.

IEEE Trans. Systems, Man, and Cybernetics, Part B, 2000

A technique for image magnification using partitioned iterative function system.

Pattern Recognition, 2000

Mathematical framework to show the existence of attractor of partitioned iterative function systems.

Pattern Recognition, 2000

Fitting Optimal Piecewise Linear Functions Using Genetic Algorithms.

IEEE Trans. Pattern Anal. Mach. Intell., 2000

Data Condensation in Large Databases by Incremental Learning with Support Vector Machines.

Proceedings of the 15th International Conference on Pattern Recognition, 2000

1998

Genetic algorithms for generation of class boundaries.

IEEE Trans. Systems, Man, and Cybernetics, Part B, 1998

Technique for fractal image compression using genetic algorithm.

IEEE Trans. Image Processing, 1998

A new gray level based Hough transform for region extraction: An application to IRS images.

Pattern Recognition Letters, 1998

Pattern classification using genetic algorithms: Determination of H.

Pattern Recognition Letters, 1998

Multilayer Perceptrons and Fractals.

Inf. Sci., 1998

Simulated Annealing Based Pattern Classification.

Inf. Sci., 1998

epsilon-Optimal Stopping Time for Genetic Algorithms.

Fundam. Inform., 1998

A Study on Partitioned Iterative Function Systems for Image Compression.

Fundam. Inform., 1998

1997

Selection of alpha for alpha-hull in R

^{2}.
Pattern Recognition, 1997

Minimal spanning tree based clustering technique: Relationship with Bayes Classifier.

Pattern Recognition, 1997

1996

Analysis of IRS imagery for detecting man-made objects with a multivalued recognition system.

IEEE Trans. Systems, Man, and Cybernetics, Part A, 1996

In search of optimal clusters using genetic algorithms.

Pattern Recognition Letters, 1996

A data driven procedure for density estimation with some applications.

Pattern Recognition, 1996

Genetic Algorithm with Elitist Model and Its Convergence.

IJPRAI, 1996

A self-organizing network for mixed category perception.

Neurocomputing, 1996

GA-based pattern classification: theoretical and experimental studies.

Proceedings of the 13th International Conference on Pattern Recognition, 1996

1995

Pattern classification with genetic algorithms.

Pattern Recognition Letters, 1995

Selection of α for α-Hull and formulation of fuzzy α-Hull in Ir

^{2}.
International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, 1995

1994

A Remote Sensing Application of a fuzzy Classifier.

International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, 1994

1993

A connectionist model for category perception: theory and implementation.

IEEE Trans. Neural Networks, 1993

1992

Formulation of a multivalued recognition system.

IEEE Trans. Systems, Man, and Cybernetics, 1992

A new split-and-merge clustering technique.

Pattern Recognition Letters, 1992

A modified metric to compute distance.

Pattern Recognition, 1992

Histogram thresholding by minimizing graylevel fuzziness.

Inf. Sci., 1992

Bounds for membership functions: A correlation-based approach.

Inf. Sci., 1992

1990

Fuzzy thresholding: mathematical framework, bound functions and weighted moving average technique.

Pattern Recognition Letters, 1990

1983

Bayes' error probability for noisy and imprecise measurement in pattern recognition.

IEEE Trans. Systems, Man, and Cybernetics, 1983