About Myself: Obtained B.E in Electronics and Communication in 2002, M.Tech in Networking and Internet Engineering in 2004, both from Visvesvaraya Technological University, Karnataka, India. I completed my Ph.D. thesis entitled “Classification of Large Text Data” from University of Mysore, Karnataka, India in 2011. I am presently working as an Associate Professor in the Department of Information Science & Engineering, JSS Science & Technology University (Formerly SJCE), Mysore. I am a Member, IEEE (93068688)Life Member, INSTICC (12844)LMIE, LMCSI (9872), LMISTE (44104) and LMIDES (1117).

My area of interest includes Machine Learning, Text Mining and Computational Intelligence.



Email Address
bsharish@jssstuniv.in
Education Qualification (All qualification including diploma)

2006-2011 Ph.D. in Computer Science, University of Mysore, India
Thesis Title: “Classification of Large Textual Data”
2002-2004 M.Tech in Networking & Internet Engineering, Visvesvaraya Technological University, India
1998-2002 B.E in Electronics & Communication, Visvesvaraya Technological University, India

Research and Development

November 2016 to Till Date:
Involved in Melinda – Gates Foundation Project. The project is jointly collaborated with Quinnipiac University, USA, JSS University, Mysore and JSS Science & Technology University, Mysore.
Project Title: “Family Planning Game - My Future Family”
Link: http://mywebspace.quinnipiac.edu/egbertozzi/myfamily/

May 2016 - July 2016:
Visiting Researcher @ DIBRIS - Department of Informatics, Bio Engineering, Robotics and System Engineering University of Genova, Genova, ITALY (On Short Term Leave)

2006-2008:
Executed AICTE (All India Council for Technical Education) sponsored research project under RPS-B scheme (Research Promotion Scheme).
Project was supported by Indian Government under Research Promotion Scheme.
Project Funds: 3.10 Lakhs (In Rupees)
Project Title: Classification of text documents

 Presently guiding 06 Ph.D. students towards their Doctoral Degree
 Recognized as a Research Supervisor under Visvesvaraya Technological University, Belagavi, India.
 Recognized as a Research Supervisor under University of Mysore, Mysore, India.

Journals Published

13

Conferences Presented

47

Research and Development projects submitted

01

Research and Development projects Awarded

01

Training Programs attended
25
Training Programs conducted and coordinated
08
Awards

RECOGNITIONS:

1. Awarded 1st Place in Gray Matter Segmentation Task in Grand Challenge on MR Brain Image Segmentation workshopat the MICCAI in Nagoya, Japan, January 2018.
2. Awarded 1st Place in Recognition Task in Sclera Segmentation and Eye Detection Benchmarking Competition in Conjunction with International Joint Conference on Biometrics 2017, October 1 – 4, 2017, Denver, Colorado, USA.
3. Awarded 1st Prize in Segmentation and 2nd Prize in Recognition in Sclera Segmentation Benchmarking Competition organized by The 9th IAPR International Conference on Biometrics (ICB-2016), June 13 – June 19, 2016, Sweden.
4. Awarded “Best Paper Award” during IEEE International Conference on Knowledge Engineering and Applications (ICKEA 2016), 28-30 September, 2016, Singapore.

Number of PhD students awarded so far
01
Number of PhD students pursuing
05
Research Interests

Machine Learning, Text Mining and Computational Intelligence

List of Publication

International Journals

H M Keerthi Kumar and B S Harish., “A New Feature Selection method for Sentiment Analysis in Short Text”, Journal of Intelligent Systems, 2018 (Accepted & In Press).

M B Revanasiddappa and B S Harish., "A New Feature Selection Method based on Intuitionistic Fuzzy Entropy to Categorize Text Documents", International Journal of Interactive Multimedia and Artificial Intelligence, pp. 1 - 12, DOI: 10.9781/ijimai.2018.04.002, 2018.

S V Aruna Kumar, B S Harish and P Shivakumara., “A Novel Fuzzy Clustering based System for Medical Image Segmentation”, International Journal of Computational Studies , pp. 33 - 66, Vol. 7, DOI: 10.1504/IJCISTUDIES.2018.090165, 2018.

B S Harish and S V Aruna Kumar., “Anomaly based Intrusion Detection using Modified Fuzzy Clustering”, International Journal of Interactive Multimedia and Artificial Intelligence, International Journal of Interactive Multimedia and Artificial Intelligence, Vol. 4, No. 6, pp. 54 – 59, DOI: 10.9781/ijimai.2017.05.002, 2017.

S V Aruna Kumar and B S Harish., “A Modified Intuitionistic Fuzzy Clustering Algorithm for Medical Image Segmentation”, Journal of Intelligent Systems, 2017 (DOI 10.1515/jisys-2016-0241).

C K Roopa and B S Harish., “A Survey on various Machine Learning Approaches for ECG Analysis”, International Journal of Computer Applications, vol. 163, No. 9, pp. 25 – 33, DOI: 10.5120/ijca2017913737, 2017.

M B Revanasiddappa and B S Harish., “A Comprehensive Survey on various Feature Selection Methods to Categorize Text Documents”, International Journal of Computer Applications, vol. 164, No. 8, pp. 1 – 7, DOI: 10.5120/ijca2017913711, 2017.

S V Aruna Kumar and B S Harish., "Segmenting Medical Images using Computational Intelligence Techniques", International Journal of Information Processing, Vol. 9, No. 1, pp. 48 – 56, 2015.

B S Harish, S Manjunath and D S Guru., “Text Document Classification: An Approach based on Indexing”, International Journal of Data Mining & Knowledge Management Process (IJDKP), vol. 2, No. 1, pp. 43 – 62, 2012.

“A Novel Approach for Text Classification Based on LZW Compression Techniques”, International Journal of Machine Intelligence, vol. 3, No. 4, pp. 364 – 370, 2011.

“Cluster based Text Classification: A Symbolic Approach”, International Journal of Computer Applications, vol. 1, No. 1, pp. 38 – 44, 2011.

B S Harish, D S Guru and S Manjunath., “Representation and Classification of Text Documents: A Brief Review”, International Journal of Computer Applications Special Issue on Recent Trends in Image Processing and Pattern Recognition, pp. 110 – 119, 2010.

“MNV for Clustering Non Symmetric Symbolic Proximity Matrices”, International Journal of Recent Trends in Engineering, vol. 2, No. 1, pp. 121 – 124, 2009.

Conference Publications:

C K Roopa, B S Harish and Aruna Kumar S V., “A Novel Method of Clustering ECG Arrhythmia data using Robust Spatial Kernel Fuzzy C-Means”, 8th International Conference on Advances in Computing & Communications (Elsevier Procedia), 13-15 September 2018, Cochin, India.

H M Keerthi Kumar and B S Harish., “Sarcasm classification: A novel approach by using Content Based Feature Selection Method”, 8th International Conference on Advances in Computing & Communications (Elsevier Procedia), 13-15 September 2018, Cochin, India.

M S Maheshan, B S Harish and N Nagadarshan., “On the use of Image Enhancement Technique towards Robust Sclera Segmentation”, 8th International Conference on Advances in Computing & Communications, (Elsevier Procedia), 13-15 September 2018, Cochin, India.

C K Roopa, B S Harish and S V Aruna Kumar., "Classification of ECG Arrhythmia using Symbolic Dynamics through Fuzzy Clustering Neural Network", International Workshop on Pattern Recognition (SPIE Indexed), Jinan, China, 2018.

BS Harish and M B Revanasiddappa., "A New Approach of Categorizing Text Documents through Consensus Clustering", 3rd International Conference on Knowledge Engineering and Applications, (IEEE - ICKEA 2018), June 25 - 27, 2018, Moscow, Russia.

B S Harish and Manju N., "Hybrid Feature Selection Method using Fisher’s Discriminate Ratio to Classify Internet Traffic Data", 3rd International Conference on Knowledge Engineering and Applications, (IEEE - ICKEA 2018), June 25 - 27, 2018, Moscow, Russia.

H K Darshan, Aditya R Shankar, B S Harish, H M Keerthi Kumar., "Exploiting RLPI for Sentiment Analysis on Movie Reviews", 3rd International Conference on Knowledge Engineering and Applications, (IEEE - ICKEA 2018), June 25 - 27, 2018, Moscow, Russia.

M B Revanasiddappa, B S Harish, S V Aruna Kumar., "Meta-cognitive Neural Network based Sequential Learning Framework for Text Categorization", International Conference on Computational Intelligence and Data Science (ICCIDS 2018) (Elsevier - Procedia), Vol. 132, pp. 1503 - 1511, 2018.

C K Roopa and B S Harish., “An empirical evaluation of Savitzky-Golay (SG) filter for denoising ST segment”, Springer Third International Conference on Cognitive Computing and Information Processing (CCIP 2017) (Springer),Vol. 801, pp. 18 - 28, 2018.

H M Keerthi Kumar, B S Harish, S V Aruna Kumar and V N Manjunath Aradya., "Classification of Sentiments in Short-Text: An approach using mSMTP measure", 2nd International Conference on Machine Learning and Soft Computing, Vietnam, pp. 145 - 150, 2018.

M B Revanasiddappa and B S Harish., “A New Framework to Categorize Text Documents using SMTP Measure”, Soft Computing: Theories and Applications (SoCTA 2017) (Springer), December 22 - 24, 2017.

B S Harish, Anukarsh Prasad, Sanjana S and Skanda Bhat., “Sentiment Analysis for Sarcasm Detection on Streaming Short Text Data”, 2nd International Conference on Knowledge Engineering and Applications (ICKEA 2017), 2017.

M S Maheshan, B S Harish and M B Revannasiddappa., “Indexing based Classification: An Approach towards Classifying Text Documents”, 4th International Conference on Information System Design and Intelligent Applications, Vietnam, (Springer – Advances in Intelligent Systems and Computing Series), Vol. 672, pp. 894 - 902, 2017.

H Raghav Rao, K Karthik, S S Nikhil, K S Srujan, B S Harish and H M Keerthi Kumar., “Classification of Amazon Book Reviews based on Sentiment Analysis”, 4th International Conference on Information System Design and Intelligent Applications, Vietnam, (Springer – Advances in Intelligent Systems and Computing Series), June 2017 (Accepted).

H M Keerthi Kumar and B S Harish., “Classification of short text using various preprocessing techniques: An Empirical Evaluation”, 5th International Conference on Advanced Computing, Networking and Informatics (ICACNI 2017) (Springer – Advances in Intelligent Systems and Computing Series), June 2017 (Accepted).

“Classification of short text using various preprocessing techniques: An Empirical Evaluation”, 5th International Conference on Advanced Computing, Networking and Informatics (ICACNI 2017) (Springer – Advances in Intelligent Systems and Computing Series), 1 - 3, June 2017 (Accepted).

"Adaptive Initialization of Cluster Centers Using Ant Colony Optimization: Application to Medical Images", 6th International Conference on Pattern Recognition Applications and Methods (ICPRAM 17) (Springer Publications) (ISI, INSPEC, DBLP, EI and Scopus), 24 - 26 February, 2017, Porto, Portugal

“Clustering Text Documents using Kernel Possibilistic C-Means”, International Conference on Cognition and Recognition (ICCR 2016), September 2016, India (Accepted).
"A Modified Support Vector Clustering Method for Document Categorization", IEEE International Conference on Knowledge Engineering and Applications (ICKEA 2016) (IEEE, Scopus and Google Scholar), 28 - 30 September, 2016, Singapore.

“A Picture Fuzzy Clustering Approach for Brain Tumor Segmentation”, IEEE Second International Conference on Cognitive Computing and Information Processing (CCIP 2016) (IEEE), 12 – 13 August, 2016.

“Spot detection in Microarray Images: An Approach based on Fuzzy Clustering”, International Conference on Recent Trends in Engineering and Material Sciences (ICEMS 2016) (Elsevier Publications), 17 – 19 March, 2016.

“Symbolic Representation of Text Documents using Multiple Kernel FCM”, 3rd International Conference on Mining Intelligence and Knowledge Exploration (MIKE 2015) (Springer LNAI), 9 – 11 December, pp. 93 – 102, 2015.

“A Novel Iris Segmentation Algorithm based on Small Eigenvalue Analysis”, 7th International Conference on Graphic and Image Processing (ICGIP 2015) (SPIE Indexed), 23 – 25 October, Singapore, 2015.

“Segmenting MRI brain Images using Evolutionary Computation Techniques”, International Conference Cognitive Computing and Information Processing (CCIP) (IEEE), 3rd – 4th March, 2015.

“Document Classification using Symbolic Classifiers”, International Conference on Contemporary Computing and Informatics (IC3I) (IEEE), 27th – 29th, Mysore, pp. 299 – 303, 2014.

“Segmenting MRI Brain Images using novel Robust Spatial Kernel FCM (RSKFCM)”, International Conference on Eighth International Conference on Image and Signal Processing (Elsevier), 25 – 27th July, Bangalore, pp. 38 – 44, 2014.

“Classifying Text Documents using Unconventional Representation”, International Conference on Big Data and Smart Computing (BigComp 2014) (IEEE), 15 – 17th January, Bangkok, Thailand, pp. 210 – 216, 2014.

“Document Classification: An Approach Using Feature Clustering”, Recent Advances in Intelligent Informatics, Advances in Intelligent Systems and Computing (Springer), vol. 235, pp. 163 – 173, 2013.

“Classification of Text Documents using Adaptive Fuzzy C-Means Clustering”, Recent Advances in Intelligent Informatics, Advances in Intelligent Systems and Computing (Springer), vol. 235, pp. 163 – 173, 2013.

“Classification of Plant Leaves Using Morphological Features and Zernike Moments”, Second International Symposium on Pattern Recognition and Image Processing (IEEE), pp. 1827 – 1837, 2013.

“Digital Video Broadcast (DVB) Standards: Comparison based on Technical Characteristics”, Fifth International conference on Networks & Communications, July 13 – 15, Chennai, India (Accepted).

“Symbolic Classification of Traffic Videos”, Proceedings of 1st International Conference on Multimedia Processing, Communication and Computing Applications, December 13 – 15, 2012, Bangalore, India.

“Text Classification using Symbolic Similarity Measure”, In the Proceedings of The Second International Conference on Computational Science, Engineering and Information Technology, Proceedings of ACM International Conference Proceedings Series (ICPS), October 2012, India, pp. 308 – 311.

“An Empirical Study on Various Text Classifiers”, In the Proceedings of The Second International Conference on Computational Science, Engineering and Information Technology, Proceedings of ACM International Conference Proceedings Series (ICPS), October 2012, India, pp. 584 – 590.

“Symbolic Similarity and Symbolic Feature Selection for Text Classification”, Bilateral Russian-Indian Scientific Workshop on Emerging Applications of Computer Vision, November 1 – 5, 2011, Moscow, Russia, pp. 141 – 146.

“Classification of Text Documents using B-Tree”, In the Proceedings of The Second International Conference on Computer Science and Information Technology, Springer Publishers, Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering (LNICST) Series, January 2 – 4, 2012, Bangalore, India, Vol. 85, pp. 627 – 636.

“A Non Parametric shot boundary detection: An eigen gap approach”, In the Proceedings of Fourth Annual ACM Compute 2011, March 25 – 26, Bangalore, India (2011).

“Cluster Based Symbolic Representation and Feature Selection for Text Classification”, In the proceedings of Sixth International Conference on Advanced Data Mining and Applications, Springer-Verlag, Berlin Heidelberg, LNAI, Chongqing, China, November, 19 – 21, pp. 158 – 166, 2010.

“Dissimilarity Based Feature Selection for Text Classification: A Cluster Based Approach”, In the proceedings of ACM International Conference and Workshop on Emerging Trends and Technology, Feb 25 -26, 2011, Mumbai, India, Association of Computing Machinery, New York, NY, USA, pp. 495 – 499.

“A symbolic approach for text classification based on dissimilarity measure”, In the proceedings of ACM First International Conference on Intelligent Interactive Technologies and Multimedia, Allahabad, India, Association of Computing Machinery, New York, NY, USA, pp. 106 – 109, 2010.

“Concept of Status Matrix in Classification of Text Documents”, In the Proceedings of 4th Indian International Conference on Artificial Intelligence (IICAI-09), December 16th – 18th, India, pp. 2071 – 2079, 2009.

“Clustering of Textual Data: A Brief Survey”, In the Proceedings of International Conference on Signal and Image Processing (ICSIP-09), August 12th--14th, India, pp. 409 – 413, 2009.

“New Symbolic proximity approximation techniques and clustering algorithms”, In the Proceedings of International Conference on Signal and Image Processing (ICSIP-09), August 12th – 14th, India, pp. 365—366 (2009).

“Symbolic Representation of Text Documents”, In the proceedings of Third Annual ACM Compute 2010, January 22 – 23, Bangalore, India (2010).

Subjects

Data Mining, Machine Learning