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Research Output 2008 2019

  • 73 Citations
  • 5 h-Index
  • 10 Article
  • 7 Conference contribution
  • 1 Conference article
2019

MIT manipal at ImageCLef 2019 visual question answering in medical domain

Thanki, A. & Makkithaya, K., 01-01-2019, In : CEUR Workshop Proceedings. 2380

Research output: Contribution to journalConference article

Deep learning

Optimizing neural networks for medical data sets: A case study on neonatal apnea prediction

Shirwaikar, R. D., Acharya U, D., Makkithaya, K., M, S., Srivastava, S. & Lewis U, L. E. S., 01-07-2019, In : Artificial Intelligence in Medicine. 98, p. 59-76 18 p.

Research output: Contribution to journalArticle

Apnea
Neural Networks (Computer)
Neural networks
Decision Trees
Multilayer neural networks
2018

Design framework for a data mart in the neonatal intensive care unit

Shirwaikar, R. D., Dinesh Acharya, U., Makkithaya, K., Mallayaswamy, S. & Lewis, L. E. S., 01-01-2018, In : Critical Reviews in Biomedical Engineering. 46, 3, p. 221-243 23 p.

Research output: Contribution to journalArticle

Intensive care units
Computer systems
Decision making
Galaxies
Data mining
2 Citations (Scopus)
Caffeine
Intensive care units
Learning systems
Decision making
Physiology
2017
13 Citations (Scopus)
Public health
Classifiers
Costs
Sampling
Data mining
3 Citations (Scopus)

Supervised Learning techniques for analysis of neonatal data

Shirwaikar, R. D., Mago, N., Dinesh Acharya, U., Makkithaya, K. & Govardhan Hegde, K., 25-04-2017, Proceedings of the 2016 2nd International Conference on Applied and Theoretical Computing and Communication Technology, iCATccT 2016. Institute of Electrical and Electronics Engineers Inc., p. 25-31 7 p. 7911960

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Supervised learning
Learning systems
2016
5 Citations (Scopus)

Machine learning techniques for neonatal apnea prediction

Shirwaikar, R. D., Acharya, U. D., Makkithaya, K., Surulivel, R. M. & Lewis, L. E. S., 2016, In : Journal of Artificial Intelligence. 9, 1-3, p. 33-38 6 p.

Research output: Contribution to journalArticle

Learning systems
Decision trees
Support vector machines
Intensive care units
Learning algorithms
2015

A minimal e-referral for meaningful share of maternal health information in public health scenarios

Rao, R. R., Makkithaya, K., Kamath, V. G. & Cordeiro, R., 2015, In : International Journal of Electronic Healthcare. 8, 2-4, p. 142-162 21 p.

Research output: Contribution to journalArticle

Referral and Consultation
Public Health
Health
Hospital Information Systems
Maternal Health
10 Citations (Scopus)
Anchors
Computational efficiency
Costs
1 Citation (Scopus)

Data driven approach to monitoring and fault detection in process control plants

Varghese, L., George, V. I., Makkithaya, K. & Kumar, A., 2015, In : International Journal of Control Theory and Applications. 8, 3, p. 1121-1128 8 p.

Research output: Contribution to journalArticle

Fault detection
Process control
Monitoring
Supervised learning
Learning algorithms
2014
20 Citations (Scopus)

Multiconstrained and multipath QoS aware routing protocol for MANETs

Balachandra, M., Prema, K. V. & Makkithaya, K., 01-01-2014, In : Wireless Networks. 20, 8, p. 2395-2408 14 p.

Research output: Contribution to journalArticle

Routing protocols
Quality of service
Mobile ad hoc networks
Jitter
Network protocols
3 Citations (Scopus)

Ontology based semantic representation for Public Health data integration

Rao, R. R., Makkithaya, K. & Gupta, N., 23-01-2014, Proceedings of 2014 International Conference on Contemporary Computing and Informatics, IC3I 2014. Institute of Electrical and Electronics Engineers Inc., p. 357-362 6 p. 7019701

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Data integration
Public health
Ontology
Semantics
Health
1 Citation (Scopus)
Navigation
Robots
Lighting
Stereo vision
Military applications
2013
2 Citations (Scopus)

An informal method for identifying standards to enable meaningful exchange of public health records

Rao, R. R. & Makkithaya, K., 2013, Proceedings of the 2013 International Conference on Advances in Computing, Communications and Informatics, ICACCI 2013. p. 2037-2042 6 p. 6637495

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Public health
Health care
Interoperability
Health
Decision making
2012

Qualitative and quantitative evaluation of correlation based stereo matching algorithms

Raghavendra, U., Makkithaya, K. & Karunakar, A. K., 2012, Advanced Computing, Networking and Security - International Conference, ADCONS 2011, Revised Selected Papers. Vol. 7135 LNCS. p. 244-252 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7135 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Stereo Matching
Quantitative Evaluation
Matching Algorithm
Qualitative Analysis
Quantitative Analysis
2011
3 Citations (Scopus)

Script identification for a Tri-lingual document

Aithal, P. K., Rajesh, G., Acharya, D. U., Krishnamoorthi, M. & Subbareddy, N. V., 2011, Computer Networks and Information Technologies - Second International Conference on Advances in Communication, Network, and Computing, CNC 2011, Proceedings. Vol. 142 CCIS. p. 434-439 6 p. (Communications in Computer and Information Science; vol. 142 CCIS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Optical character recognition
Feature extraction
2010
10 Citations (Scopus)

Zone-based structural feature extraction for script identification from Indian documents

Gopakumar, R., Subbareddy, N. V., Makkithaya, K. & Dinesh Acharya, U., 2010, 2010 5th International Conference on Industrial and Information Systems, ICIIS 2010. p. 420-425 6 p. 5578668

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Feature extraction
Online searching
Optical character recognition
Support vector machines
Classifiers
2008

Improved C-fuzzy decision tree with controllable membership characteristics for intrusion detection

Makkithaya, K., Subba Reddy, N. V. & Dinesh Acharya, U., 2008, International Conference on Artificial Intelligence and Pattern Recognition 2008, AIPR 2008. p. 140-145 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Intrusion detection
Decision trees
Clustering algorithms