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Viswanath Pulabaigari

Other IDs

Scopus Author ID: 16178339100

Keywords

Machine Learning, Algorithms

Countries

India

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Employment (1)

IIIT SriCity: Sri City, Andhra Pradesh, IN

2015 to present | Associate Professor (Computer Science and Engineering)
Employment
Source: Self-asserted source
Viswanath Pulabaigari

Education and qualifications (1)

Indian Institute of Science: Bangalore, Karnataka, IN

2001 to 2004 (Computer Science and Automation)
Qualification
Source: Self-asserted source
Viswanath Pulabaigari

Works (46)

Impact of Type of Convolution Operation on Performance of Convolutional Neural Networks for Online Signature Verification

2022 | Book chapter
DOI: 10.1007/978-3-031-21648-0_6
Contributors: Chandra Sekhar Vorugunti; Balasubramanian Subramanian; Avinash Gautam; Viswanath Pulabaigari
Source: check_circle
Crossref

Fake spreader is narcissist; Real spreader is Machiavellian prediction of fake news diffusion using psycho-sociological facets

Expert Systems with Applications
2022-11 | Journal article
DOI: 10.1016/j.eswa.2022.117952
Contributors: Srinivas P.Y.K.L.; Amitava Das; Viswanath Pulabaigari
Source: check_circle
Crossref

AutoTune: Automatically Tuning Convolutional Neural Networks for Improved Transfer Learning

Neural Networks
2021-01 | Journal article
DOI: 10.1016/j.neunet.2020.10.009
Contributors: S.H. Shabbeer Basha; Sravan Kumar Vinakota; Viswanath Pulabaigari; Snehasis Mukherjee; Shiv Ram Dubey
Source: check_circle
Crossref

Semantic segmentation of satellite images using a modified cnn with hard-swish activation function

VISIGRAPP 2019 - Proceedings of the 14th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications
2019 | Conference paper
EID:

2-s2.0-85068222604
Contributors: Avenash, R.; Viswanath, P.
Source: Self-asserted source
Viswanath Pulabaigari via Scopus - Elsevier

A Style Preserving Shape Representation Scheme for Handwritten Gesture Recognition

2017 9th International Conference on Advances in Pattern Recognition, ICAPR 2017
2018 | Conference paper
DOI: 10.1109/ICAPR.2017.8593187
EID:

2-s2.0-85061474562
Contributors: Viswanath, P.; Sekhar, V.C.
Source: Self-asserted source
Viswanath Pulabaigari via Scopus - Elsevier

A cascaded method to reduce the computational burden of nearest neighbor classifier

Advances in Intelligent Systems and Computing
2017 | Book
DOI: 10.1007/978-981-10-2471-9_27
EID:

2-s2.0-85007295260
Contributors: Raja Kumar, R.; Viswanath, P.; Shobha Bindu, C.
Source: Self-asserted source
Viswanath Pulabaigari via Scopus - Elsevier

An approach to improve nearest neighbor classifier performance

International Journal of Applied Engineering Research
2017 | Journal article
EID:

2-s2.0-85064096236
Contributors: Raja Kumar, R.; Viswanath, P.; Shobha Bindu, C.
Source: Self-asserted source
Viswanath Pulabaigari via Scopus - Elsevier

Data compaction techniques

Modern Technologies for Big Data Classification and Clustering
2017 | Book
Part of DOI: 10.4018/978-1-5225-2805-0.ch003
EID:

2-s2.0-85028858575
Contributors: Kumar, R.R.; Viswanath, P.; Bindu, C.S.
Source: Self-asserted source
Viswanath Pulabaigari via Scopus - Elsevier

Query performance prediction using joint inverse document frequency of multiple terms

Lecture Notes in Electrical Engineering
2017 | Book
DOI: 10.1007/978-981-10-1540-3_10
EID:

2-s2.0-84998546719
Contributors: Viswanath, P.; Rohini, J.; Padmanabha Reddy, Y.C.A.
Source: Self-asserted source
Viswanath Pulabaigari via Scopus - Elsevier

Semi-supervised single-link clustering method

2016 IEEE International Conference on Computational Intelligence and Computing Research, ICCIC 2016
2017 | Conference paper
DOI: 10.1109/ICCIC.2016.7919689
EID:

2-s2.0-85020008226
Contributors: Padmanabha Reddy, Y.C.A.; Viswanath, P.; Eswara Reddy, B.
Source: Self-asserted source
Viswanath Pulabaigari via Scopus - Elsevier

An Approach to Reduce the Computational Burden of Nearest Neighbor Classifier

Procedia Computer Science
2016 | Conference paper
DOI: 10.1016/j.procs.2016.05.225
EID:

2-s2.0-84978700511
Contributors: Kumar, R.R.; Viswanath, P.; Bindu, C.S.
Source: Self-asserted source
Viswanath Pulabaigari via Scopus - Elsevier

Ensemble of randomized soft decision trees for robust classification

Sadhana - Academy Proceedings in Engineering Sciences
2016 | Journal article
DOI: 10.1007/s12046-016-0465-z
EID:

2-s2.0-84961192454
Contributors: Kumar, G.K.; Viswanath, P.; Rao, A.A.
Source: Self-asserted source
Viswanath Pulabaigari via Scopus - Elsevier

Nearest Neighbor Classifiers: Reducing the Computational Demands

Proceedings - 6th International Advanced Computing Conference, IACC 2016
2016 | Conference paper
DOI: 10.1109/IACC.2016.19
EID:

2-s2.0-84987746835
Contributors: Kumar, R.R.; Viswanath, P.; Bindu, C.S.
Source: Self-asserted source
Viswanath Pulabaigari via Scopus - Elsevier

Speeding-up the prototype based kernel k-means clustering method for large data sets

Proceedings of the International Joint Conference on Neural Networks
2016 | Conference paper
DOI: 10.1109/IJCNN.2016.7727432
EID:

2-s2.0-85007197384
Contributors: Hitendra Sarma, T.; Viswanath, P.; Negi, A.
Source: Self-asserted source
Viswanath Pulabaigari via Scopus - Elsevier

A hybrid approach to speed-up the k-means clustering method

International Journal of Machine Learning and Cybernetics
2013 | Journal article
DOI: 10.1007/s13042-012-0079-7
EID:

2-s2.0-84874877000
Contributors: Sarma, T.H.; Viswanath, P.; Reddy, B.E.
Source: Self-asserted source
Viswanath Pulabaigari via Scopus - Elsevier

E-mail address categorization based on semantics of surnames

Proceedings of the 2013 IEEE Symposium on Computational Intelligence and Data Mining, CIDM 2013 - 2013 IEEE Symposium Series on Computational Intelligence, SSCI 2013
2013 | Conference paper
DOI: 10.1109/CIDM.2013.6597240
EID:

2-s2.0-84885643358
Contributors: Veluru, S.; Rahulamathavan, Y.; Viswanath, P.; Longley, P.; Rajarajan, M.
Source: Self-asserted source
Viswanath Pulabaigari via Scopus - Elsevier

Single pass kernel k-means clustering method

Sadhana - Academy Proceedings in Engineering Sciences
2013 | Journal article
DOI: 10.1007/s12046-013-0143-3
EID:

2-s2.0-84884951554
Contributors: Sarma, T.H.; Viswanath, P.; Reddy, B.E.
Source: Self-asserted source
Viswanath Pulabaigari via Scopus - Elsevier

Speeding-up the kernel k-means clustering method: A prototype based hybrid approach

Pattern Recognition Letters
2013 | Journal article
DOI: 10.1016/j.patrec.2012.11.009
EID:

2-s2.0-84873815043
Contributors: Sarma, T.H.; Viswanath, P.; Reddy, B.E.
Source: Self-asserted source
Viswanath Pulabaigari via Scopus - Elsevier

A distance based clustering method for arbitrary shaped clusters in large datasets

Pattern Recognition
2011 | Journal article
DOI: 10.1016/j.patcog.2011.04.027
EID:

2-s2.0-79959362532
Contributors: Patra, B.K.; Nandi, S.; Viswanath, P.
Source: Self-asserted source
Viswanath Pulabaigari via Scopus - Elsevier

A fast approximate kernel k-means clustering method for large data sets

2011 IEEE Recent Advances in Intelligent Computational Systems, RAICS 2011
2011 | Conference paper
DOI: 10.1109/RAICS.2011.6069372
EID:

2-s2.0-81355153580
Contributors: Sarma, T.H.; Viswanath, P.; Reddy, B.E.
Source: Self-asserted source
Viswanath Pulabaigari via Scopus - Elsevier

A selective incremental approach for transductive nearest neighbor classification

2011 IEEE Recent Advances in Intelligent Computational Systems, RAICS 2011
2011 | Conference paper
DOI: 10.1109/RAICS.2011.6069306
EID:

2-s2.0-81355150621
Contributors: Viswanath, P.; Rajesh, K.; Lavanya, C.; Padmanabha Reddy, Y.C.A.
Source: Self-asserted source
Viswanath Pulabaigari via Scopus - Elsevier

A shape representation scheme for 2D images using distributions of centroid contour distances and their local variations

Communications in Computer and Information Science
2011 | Book
DOI: 10.1007/978-3-642-25734-6_81
EID:

2-s2.0-84055176145
Contributors: Gokaramaiah, T.; Viswanath, P.; Eswara Reddy, B.
Source: Self-asserted source
Viswanath Pulabaigari via Scopus - Elsevier

A shape representation scheme for hand-drawn symbol recognition

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2011 | Book
DOI: 10.1007/978-3-642-25725-4_19
EID:

2-s2.0-84055192472
Contributors: Viswanath, P.; Gokaramaiah, T.; Prabhakar Rao, G.V.
Source: Self-asserted source
Viswanath Pulabaigari via Scopus - Elsevier

An improvement to k-nearest neighbor classifier

2011 IEEE Recent Advances in Intelligent Computational Systems, RAICS 2011
2011 | Conference paper
DOI: 10.1109/RAICS.2011.6069307
EID:

2-s2.0-81355132870
Contributors: Viswanath, P.; Hitendra Sarma, T.
Source: Self-asserted source
Viswanath Pulabaigari via Scopus - Elsevier

Intrusion detection using an ensemble of decision trees

Proceedings of the 5th Indian International Conference on Artificial Intelligence, IICAI 2011
2011 | Conference paper
EID:

2-s2.0-84872178944
Contributors: Kishor Kumar, G.; Viswanath, P.; Ananda Rao, A.
Source: Self-asserted source
Viswanath Pulabaigari via Scopus - Elsevier

Pattern synthesis using fuzzy partitions of the feature set for nearest neighbor classifier design

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2011 | Book
DOI: 10.1007/978-3-642-25725-4_11
EID:

2-s2.0-84055198798
Contributors: Viswanath, P.; Chennakesalu, S.; Rajkumar, R.; Raja Sekhar, M.
Source: Self-asserted source
Viswanath Pulabaigari via Scopus - Elsevier

A method to generate a reduced training set for faster and better nearest neighbor classification

KDIR 2010 - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval
2010 | Conference paper
EID:

2-s2.0-78651432589
Contributors: Viswanath, P.; Suresh Babu, V.; Naveen Kumar, T.
Source: Self-asserted source
Viswanath Pulabaigari via Scopus - Elsevier

A novel shape based hierarchical retrieval system for 2D images

Proceedings - 2nd International Conference on Advances in Recent Technologies in Communication and Computing, ARTCom 2010
2010 | Conference paper
DOI: 10.1109/ARTCom.2010.43
EID:

2-s2.0-78651431164
Contributors: Gokaramaiah, T.; Viswanath, P.; Reddy, B.E.
Source: Self-asserted source
Viswanath Pulabaigari via Scopus - Elsevier

A simplified error model for height estimation using a single camera

2009 IEEE 12th International Conference on Computer Vision Workshops, ICCV Workshops 2009
2009 | Conference paper
DOI: 10.1109/ICCVW.2009.5457466
EID:

2-s2.0-77953183514
Contributors: Viswanath, P.; Kakadiaris, I.A.; Shah, S.K.
Source: Self-asserted source
Viswanath Pulabaigari via Scopus - Elsevier

Data summarization based fast hierarchical clustering method for large datasets

Proceedings - 2009 International Conference on Information Management and Engineering, ICIME 2009
2009 | Conference paper
DOI: 10.1109/ICIME.2009.65
EID:

2-s2.0-70349507284
Contributors: Patra, B.K.; Nandi, S.; Viswanath, P.
Source: Self-asserted source
Viswanath Pulabaigari via Scopus - Elsevier

Genetic programming method of evolving the robotic soccer player strategies with ant intelligence

International Journal of Advanced Robotic Systems
2009 | Journal article
EID:

2-s2.0-70849130427
Contributors: Ramani, R.G.; Subramanian, R.; Viswanath, P.
Source: Self-asserted source
Viswanath Pulabaigari via Scopus - Elsevier

Rough-DBSCAN: A fast hybrid density based clustering method for large data sets

Pattern Recognition Letters
2009 | Journal article
DOI: 10.1016/j.patrec.2009.08.008
EID:

2-s2.0-70350130556
Contributors: Viswanath, P.; Suresh Babu, V.
Source: Self-asserted source
Viswanath Pulabaigari via Scopus - Elsevier

Rough-fuzzy weighted k-nearest leader classifier for large data sets

Pattern Recognition
2009 | Journal article
DOI: 10.1016/j.patcog.2008.11.021
EID:

2-s2.0-67349183937
Contributors: Suresh Babu, V.; Viswanath, P.
Source: Self-asserted source
Viswanath Pulabaigari via Scopus - Elsevier

Speeding-up the K-means clustering method: A prototype based approach

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2009 | Book
DOI: 10.1007/978-3-642-11164-8_10
EID:

2-s2.0-76249085437
Contributors: Sarma, T.H.; Viswanath, P.
Source: Self-asserted source
Viswanath Pulabaigari via Scopus - Elsevier

An efficient and fast Parzen-Window density based clustering method for large data sets

Proceedings - 1st International Conference on Emerging Trends in Engineering and Technology, ICETET 2008
2008 | Conference paper
DOI: 10.1109/ICETET.2008.166
EID:

2-s2.0-51949101161
Contributors: Suresh Babu, V.; Viswanath, P.
Source: Self-asserted source
Viswanath Pulabaigari via Scopus - Elsevier

Ant Intelligence in Robotic Soccer

International Journal of Advanced Robotic Systems
2008 | Journal article
DOI: 10.5772/5657
EID:

2-s2.0-40549096088
Contributors: Ramani, R.G.; Viswanath, P.; Arjun, B.
Source: Self-asserted source
Viswanath Pulabaigari via Scopus - Elsevier

Generalized branch and bound algorithm for feature subset selection

Proceedings - International Conference on Computational Intelligence and Multimedia Applications, ICCIMA 2007
2008 | Conference paper
DOI: 10.1109/ICCIMA.2007.210
EID:

2-s2.0-41149148691
Contributors: Viswanath, P.; Vinay Kumar, P.; Suresh Babu, V.; Venkateswara Kumar, M.
Source: Self-asserted source
Viswanath Pulabaigari via Scopus - Elsevier

A new tree generation algorithm for Genetic Programming

Proceedings of the 3rd Indian International Conference on Artificial Intelligence, IICAI 2007
2007 | Conference paper
EID:

2-s2.0-84872088108
Contributors: Ramani, R.G.; Subramanian, R.; SivaSathya, S.; Viswanath, P.
Source: Self-asserted source
Viswanath Pulabaigari via Scopus - Elsevier

Weighted k-nearest leader classifier for large data sets

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2007 | Book
EID:

2-s2.0-38149096234
Contributors: Babu, V.S.; Viswanath, P.
Source: Self-asserted source
Viswanath Pulabaigari via Scopus - Elsevier

A fast and efficient ensemble clustering method

Proceedings - International Conference on Pattern Recognition
2006 | Conference paper
DOI: 10.1109/ICPR.2006.62
EID:

2-s2.0-34047220354
Contributors: Viswanath, P.; Jayasurya, K.
Source: Self-asserted source
Viswanath Pulabaigari via Scopus - Elsevier

L-DBSCAN: A fast hybrid density based clustering method

Proceedings - International Conference on Pattern Recognition
2006 | Conference paper
DOI: 10.1109/ICPR.2006.741
EID:

2-s2.0-34047195988
Contributors: Viswanath, P.; Pinkesh, R.
Source: Self-asserted source
Viswanath Pulabaigari via Scopus - Elsevier

Partition based pattern synthesis technique with efficient algorithms for nearest neighbor classification

Pattern Recognition Letters
2006 | Journal article
DOI: 10.1016/j.patrec.2006.04.015
EID:

2-s2.0-33747892727
Contributors: Viswanath, P.; Murty, M.N.; Bhatnagar, S.
Source: Self-asserted source
Viswanath Pulabaigari via Scopus - Elsevier

An efficient Parzen-window based network intrusion detector using a pattern synthesis technique

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2005 | Book
DOI: 10.1007/11590316_129
EID:

2-s2.0-33646716076
Contributors: Viswanath, P.; Murty, M.N.; Kambala, S.
Source: Self-asserted source
Viswanath Pulabaigari via Scopus - Elsevier

Overlap pattern synthesis with an efficient nearest neighbor classifier

Pattern Recognition
2005 | Journal article
DOI: 10.1016/j.patcog.2004.10.007
EID:

2-s2.0-18544379616
Contributors: Viswanath, P.; Murty, N.; Bhatnagar, S.
Source: Self-asserted source
Viswanath Pulabaigari via Scopus - Elsevier

A pattern synthesis technique with an efficient nearest neighbor classifier for binary pattern recognition

Proceedings - International Conference on Pattern Recognition
2004 | Conference paper
DOI: 10.1109/ICPR.2004.1333791
EID:

2-s2.0-10044223081
Contributors: Viswanath, P.; Murty, M.N.; Bhatnagar, S.
Source: Self-asserted source
Viswanath Pulabaigari via Scopus - Elsevier

Fusion of multiple approximate nearest neighbor classifiers for fast and efficient classification

Information Fusion
2004 | Journal article
DOI: 10.1016/j.inffus.2004.02.003
EID:

2-s2.0-7544251042
Contributors: Viswanath, P.; Murty, M.N.; Bhatnagar, S.
Source: Self-asserted source
Viswanath Pulabaigari via Scopus - Elsevier

Peer review (2 reviews for 2 publications/grants)

Review activity for SN computer science. (1)
Review activity for Soft computing. (1)
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