Department of Information and Communication Technology, Manipal Institute of Technology, Manipal

  • India

Research Output 1999 2019

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Conference contribution
2019

A comparative analysis of different soft computing techniques for intrusion detection system

Varghese, J. E. & Muniyal, B., 01-01-2019, Security in Computing and Communications - 6th International Symposium, SSCC 2018, Revised Selected Papers. Thampi, S. M., Rawat, D. B., Alcaraz Calero, J. M., Madria, S. & Wang, G. (eds.). Springer Verlag, p. 563-577 15 p. (Communications in Computer and Information Science; vol. 969).

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

Soft computing
Soft Computing
Intrusion detection
Intrusion Detection
Comparative Analysis

Analysis of execution time for encryption during data integrity check in cloud environment

Akshay, K. C. & Muniyal, B., 01-01-2019, Security in Computing and Communications - 6th International Symposium, SSCC 2018, Revised Selected Papers. Thampi, S. M., Rawat, D. B., Alcaraz Calero, J. M., Madria, S. & Wang, G. (eds.). Springer Verlag, p. 617-627 11 p. (Communications in Computer and Information Science; vol. 969).

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

Data Integrity
Encryption
Execution Time
Cryptography
Cloud computing

A novel secret key exchange mechanism for secure communication and data transfer in symmetric cryptosystems

Prakasha, K., Kalkur, R., Acharya, V., Muniyal, B. & Khandelwal, M., 01-01-2019, Security in Computing and Communications - 6th International Symposium, SSCC 2018, Revised Selected Papers. Thampi, S. M., Rawat, D. B., Alcaraz Calero, J. M., Madria, S. & Wang, G. (eds.). Springer Verlag, p. 578-590 13 p. (Communications in Computer and Information Science; vol. 969).

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

Key Exchange
Secure Communication
Cryptosystem
Data Transfer
Data transfer

Comparative analysis of prediction algorithms for diabetes

Karun, S., Raj, A. & Attigeri, G., 01-01-2019, Advances in Computer Communication and Computational Sciences - Proceedings of IC4S 2017. Bhatia, S. K., Tiwari, S., Trivedi, M. C. & Mishra, K. K. (eds.). Springer Verlag, p. 177-187 11 p. (Advances in Intelligent Systems and Computing; vol. 759).

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

Medical problems
Feature extraction
Learning systems
Decision trees
Learning algorithms

Mobile learning recommender system based on learning styles

Saryar, S., Kolekar, S. V., Pai, R. M. & Manohara Pai, M. M., 01-01-2019, Soft Computing and Signal Processing - Proceedings of ICSCSP 2018. Prasad, V. K., Reddy, G. R. M., Wang, J. & Reddy, V. S. (eds.). Springer Verlag, p. 299-312 14 p. (Advances in Intelligent Systems and Computing; vol. 900).

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

Recommender systems
Internet
Application programs
Teaching
Availability

Segmentation of Optic Disc by Localized Active Contour Model in Retinal Fundus Image

Bhat, S. H. & Kumar, P., 01-01-2019, Smart Innovations in Communication and Computational Sciences - Proceedings of ICSICCS-2018. Trivedi, M. C., Mishra, K. K., Misra, A. K., Kumar, K. K. & Tiwari, S. (eds.). Springer Verlag, p. 35-44 10 p. (Advances in Intelligent Systems and Computing; vol. 851).

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

Optics
Hough transforms
Reaction injection molding
Blood vessels
Screening

Traffic surveillance video summarization for detecting traffic rules violators using R-CNN

Mayya, V. & Nayak, A., 01-01-2019, Advances in Computer Communication and Computational Sciences - Proceedings of IC4S 2017. Bhatia, S. K., Tiwari, S., Trivedi, M. C. & Mishra, K. K. (eds.). Springer Verlag, p. 117-126 10 p. (Advances in Intelligent Systems and Computing; vol. 759).

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

Convolution
Accidents
Neural networks
Monitoring
Automation
2018

Aggregation using the concept of dynamic-sized data packet for effective energy saving in wireless sensor network

Pai, S. N., Mruthyunjaya, H. S., Nayak, A. & Smitha, A., 01-01-2018, Ubiquitous Communications and Network Computing - 1st International Conference, UBICNET 2017, Proceedings. Springer Verlag, Vol. 218. p. 25-36 12 p. (Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST; vol. 218).

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

Wireless sensor networks
Energy conservation
Agglomeration
Network protocols

Analysis of Data Hiding Methods in Image Steganography

Akshay, K. C. & Muniyal, B., 30-11-2018, 2018 International Conference on Advances in Computing, Communications and Informatics, ICACCI 2018. Institute of Electrical and Electronics Engineers Inc., p. 2023-2027 5 p. 8554540

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

Steganography
Security of data
Cloud computing
Authentication

Assessment of water parameters using Z-test for planning of aqua monitoring system using underwater sensor

Shetty, S. B., Pai, R. M. & Manohara Pai, M. M., 20-06-2018, IEEE International Conference on Power, Control, Signals and Instrumentation Engineering, ICPCSI 2017. Institute of Electrical and Electronics Engineers Inc., p. 1018-1023 6 p.

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

Aquaculture
Monitoring System
planning
Planning
rivers

Assigning Sentiment Score for Twitter Tweets

Bhat, S., Garg, S. & Poornalatha, G., 30-11-2018, 2018 International Conference on Advances in Computing, Communications and Informatics, ICACCI 2018. Institute of Electrical and Electronics Engineers Inc., p. 934-937 4 p. 8554762

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

Customer satisfaction
Industry

A study of various varieties of distributed data mining architectures

Paul, S., Shetty, N. P. & Balachandra, 01-01-2018, Information and Decision Sciences - Proceedings of the 6th International Conference on FICTA. Springer Verlag, p. 77-88 12 p. (Advances in Intelligent Systems and Computing; vol. 701).

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

Data mining
Parallel algorithms
Data warehouses
Intrusion detection
Sensor networks

Authentication Using Text and Graphical Password

Joshi, A. M. & Muniyal, B., 30-11-2018, 2018 International Conference on Advances in Computing, Communications and Informatics, ICACCI 2018. Institute of Electrical and Electronics Engineers Inc., p. 381-386 6 p. 8554390

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

Authentication

Chroot Hardening Through System Calls Modification

Haque, A., Ayyar, A. & Singh, S., 20-08-2018, Proceedings of the 8th International Conference Confluence 2018 on Cloud Computing, Data Science and Engineering, Confluence 2018. Institute of Electrical and Electronics Engineers Inc., p. 491-496 6 p. 8442709. (Proceedings of the 8th International Conference Confluence 2018 on Cloud Computing, Data Science and Engineering, Confluence 2018).

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

Directories
Hardening
Vulnerability
Computer operating systems
Mountings

Face Detection and Tagging Using Deep Learning

Mehta, J., Ramnani, E. & Singh, S., 30-08-2018, 2nd International Conference on Computer, Communication, and Signal Processing: Special Focus on Technology and Innovation for Smart Environment, ICCCSP 2018. Institute of Electrical and Electronics Engineers Inc., 8452853. (2nd International Conference on Computer, Communication, and Signal Processing: Special Focus on Technology and Innovation for Smart Environment, ICCCSP 2018).

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

Face recognition
learning
marking
Neural networks
boom
2 Citations (Scopus)

Feature based opinion mining for restaurant reviews

Nithin, Y. R. & Poornalatha, G., 2018, Advances in Signal Processing and Intelligent Recognition Systems - Proceedings of 3rd International Symposium on Signal Processing and Intelligent Recognition Systems, SIRS-2017. Springer Verlag, Vol. 678. p. 305-318 14 p. (Advances in Intelligent Systems and Computing; vol. 678).

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

Marketing
Scanning
Feedback

Performance comparison of machine learning classification algorithms

Veena, K. M., Manjula Shenoy, K. & Ajitha Shenoy, K. B., 01-01-2018, Advances in Computing and Data Science - Second International Conference, ICACDS 2018, Revised Selected Papers. Ören, T., Gupta, P. K., Flusser, J., Tyagi, V. & Singh, M. (eds.). Springer Verlag, p. 489-497 9 p. (Communications in Computer and Information Science; vol. 906).

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

Performance Comparison
Classification Algorithm
Learning systems
Learning Algorithm
Machine Learning

Prediction of academic performance using gravitational search based neural network algorithm

Chaudhary, S., Imran, A. & Kolekar, S. V., 24-05-2018, Proceedings of the International Conference on Inventive Computing and Informatics, ICICI 2017. Institute of Electrical and Electronics Engineers Inc., p. 388-393 6 p.

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

Feedforward neural networks
Education
Neural networks
Classifiers
Supervised learning

Prediction of social dimensions in a heterogeneous social network

Aiswarya & Pai, R. M., 01-01-2018, Advances in Machine Learning and Data Science - Recent Achievements and Research Directives. Springer Verlag, p. 139-147 9 p. (Advances in Intelligent Systems and Computing; vol. 705).

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

Joining
Clustering algorithms
Data mining
Communication

Query Quality Prediction on Source Code Base Dataset: A Comparative Study

Swathi, B. P. & Muniyal, B., 30-11-2018, 2018 International Conference on Advances in Computing, Communications and Informatics, ICACCI 2018. Institute of Electrical and Electronics Engineers Inc., p. 1115-1119 5 p. 8554602

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

Decision trees
Support vector machines
Logistics

Segmentation of Pap Smear Images to Diagnose Cervical Cancer Types and Stages

Acharya, V. & Kumar, P., 30-11-2018, 2018 International Conference on Advances in Computing, Communications and Informatics, ICACCI 2018. Institute of Electrical and Electronics Engineers Inc., p. 595-603 9 p. 8554911

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

Computer aided diagnosis
Image segmentation
Textures
Inspection
Pixels

Segmentation techniques for computer-aided diagnosis of glaucoma: A review

Pathan, S., Kumar, P. & Pai, R. M., 01-01-2018, Advances in Machine Learning and Data Science - Recent Achievements and Research Directives. Springer Verlag, p. 163-173 11 p. (Advances in Intelligent Systems and Computing; vol. 705).

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

Computer aided diagnosis
Optics
Screening

Synthesis, characterization and investigation of ZnO @ Cu/CuO core-multishell nanoparticles for solar energy harvesting

Kulkarni, D. R., Ayachit, N. H., Kulkarni, S. D. & Kulkarni, R. M., 23-07-2018, Emerging Technologies: Micro to Nano (ETMN-2017): Proceedings of the 3rd International Conference on Emerging Technologies: Micro to Nano. American Institute of Physics Inc., Vol. 1989. 020019

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

solar energy
nanoparticles
synthesis
reflectance
copper

The Role of Color and Texture Features in Glaucoma Detection

Pathan, S., Kumar, P. & Pai, R. M., 30-11-2018, 2018 International Conference on Advances in Computing, Communications and Informatics, ICACCI 2018. Institute of Electrical and Electronics Engineers Inc., p. 526-530 5 p. 8554854

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

Blood vessels
Classifiers
Textures
Neurodegenerative diseases
Color
2 Citations (Scopus)

Twitter sentiment analysis using a modified naïve bayes algorithm

Masrani, M. & Gou, P., 2018, Information Systems Architecture and Technology: Proceedings of 38th International Conference on Information Systems Architecture and Technology – ISAT 2017. Springer Verlag, Vol. 655. p. 171-181 11 p. (Advances in Intelligent Systems and Computing; vol. 655).

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

Websites
Communication
Industry
2017

Analysis of feature selection and extraction algorithm for loan data: A big data approach

Manohara, P. M. M., Attigeri, G. & Pai, R. M., 30-11-2017, 2017 International Conference on Advances in Computing, Communications and Informatics, ICACCI 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2017-January. p. 2147-2151 5 p.

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

Feature extraction
Electric sparks
Big data
Economics
Processing

Analysis of vehicle speed limit and air pollution load for identifying road conditions in India: An empirical study for smart city

Mallissery, S., Manohara Pai, M. M. & Pai, R. M., 14-09-2017, 2017 IEEE International Conference on Smart Grid and Smart Cities, ICSGSC 2017. Institute of Electrical and Electronics Engineers Inc., p. 272-276 5 p. 8038590

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

speed limit
air pollution
Air pollution
pollutant
atmospheric pollution
1 Citation (Scopus)

An investigation of classification algorithms for intrusion detection system - A quantitative approach

Varghese, J. E. & Muniyal, B., 30-11-2017, 2017 International Conference on Advances in Computing, Communications and Informatics, ICACCI 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2017-January. p. 2045-2051 7 p.

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

Intrusion detection
Classifiers
Principal component analysis
Feature extraction
Decision making
1 Citation (Scopus)

A novel approach for intelligent crime pattern discovery and prediction

Vineeth, K. R. S., Pandey, A. & Pradhan, T., 24-01-2017, Proceedings of 2016 International Conference on Advanced Communication Control and Computing Technologies, ICACCCT 2016. Institute of Electrical and Electronics Engineers Inc., p. 531-538 8 p. 7831697

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

Crime
Data mining
1 Citation (Scopus)

A proactive intelligent model for identification of reduced factors affecting severity of coronary artery disease and its prediction

Bhattacharya, A., Khatri, R. & Pradhan, T., 30-11-2017, 2017 International Conference on Advances in Computing, Communications and Informatics, ICACCI 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2017-January. p. 1519-1524 6 p.

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

Identification (control systems)
Blood
Cholesterol
Muscle

Automatic detection of Acute Myeloid Leukemia from microscopic blood smear image

Kumar, P. & Udwadia, S. M., 30-11-2017, 2017 International Conference on Advances in Computing, Communications and Informatics, ICACCI 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2017-January. p. 1803-1808 6 p.

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

Blood
Bone
Cell growth
Support vector machines
Cells
10 Citations (Scopus)

Chatbot for university related FAQs

Ranoliya, B. R., Raghuwanshi, N. & Singh, S., 30-11-2017, 2017 International Conference on Advances in Computing, Communications and Informatics, ICACCI 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2017-January. p. 1525-1530 6 p.

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

Artificial intelligence
Markup languages
Semantics
Thermostats
Students

Clustering of web users' access patterns using a modified competitive agglomerative algorithm

Veena, K. M. & Pai, R. M., 30-11-2017, 2017 International Conference on Advances in Computing, Communications and Informatics, ICACCI 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2017-January. p. 701-707 7 p.

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

Websites
Recommender systems
Clustering algorithms
World Wide Web
Experiments

Context based interesting tweet recommendation framework

Dang, M. & Singh, S., 31-01-2017, 2016 IEEE Annual India Conference, INDICON 2016. Institute of Electrical and Electronics Engineers Inc., 7838957

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

recommendations
Probability distributions
embedding

Extracting quality relations from categorical data using modified Qube algorithm

Nanda, S., Gopakumar, R. & Singh, S., 30-11-2017, 2017 International Conference on Advances in Computing, Communications and Informatics, ICACCI 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2017-January. p. 651-655 5 p.

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

Derivatives
5 Citations (Scopus)

Eye blink count and eye blink duration analysis for deception detection

George, S., Pai, M. M. M., Pai, R. M. & Praharaj, S. K., 30-11-2017, 2017 International Conference on Advances in Computing, Communications and Informatics, ICACCI 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2017-January. p. 223-229 7 p.

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

Experiments

Fitness function to find Game Equilibria using Genetic Algorithms

Gunturu, M., Shakarad, G. N. & Singh, S., 30-11-2017, 2017 International Conference on Advances in Computing, Communications and Informatics, ICACCI 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2017-January. p. 1531-1534 4 p.

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

Game theory
Multiobjective optimization
Evolutionary algorithms
Genetic algorithms
Polynomials

Game theoretic approach towards intrusion detection

Belavagi, M. C. & Muniyal, B., 18-01-2017, Proceedings of the International Conference on Inventive Computation Technologies, ICICT 2016. Institute of Electrical and Electronics Engineers Inc., Vol. 1. 7823193

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

Intrusion detection
Datasets
1 Citation (Scopus)

Genetic algorithm based correlation enhanced prediction of online news popularity

Choudhary, S., Sandhu, A. S. & Pradhan, T., 2017, Computational Intelligence in Data Mining - Proceedings of the International Conference on CIDM. Springer Verlag, Vol. 556. p. 133-144 12 p. (Advances in Intelligent Systems and Computing; vol. 556).

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

Learning algorithms
Learning systems
Genetic algorithms
Internet
Neural networks
2 Citations (Scopus)

Hybrid data mining algorithm in cloud computing using MapReduce framework

Sahay, S., Khetarpal, S. & Pradhan, T., 24-01-2017, Proceedings of 2016 International Conference on Advanced Communication Control and Computing Technologies, ICACCCT 2016. Institute of Electrical and Electronics Engineers Inc., p. 507-511 5 p. 7831691

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

Cloud computing
Data mining
Computer science
Processing
2 Citations (Scopus)

Identification and red blood cell classification using computer aided system to diagnose blood disorders

Acharya, V. & Kumar, P., 30-11-2017, 2017 International Conference on Advances in Computing, Communications and Informatics, ICACCI 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2017-January. p. 2098-2104 7 p.

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

Blood
Cells
Feature extraction
Image processing
Microscopes
2 Citations (Scopus)

Merge sort enhanced in place sorting algorithm

Vignesh, R. & Pradhan, T., 24-01-2017, Proceedings of 2016 International Conference on Advanced Communication Control and Computing Technologies, ICACCCT 2016. Institute of Electrical and Electronics Engineers Inc., p. 698-704 7 p. 7831730

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

Sorting
Merging
1 Citation (Scopus)

Multi Class Machine Learning Algorithms for Intrusion Detection - A Performance Study

Belavagi, M. C. & Muniyal, B., 01-01-2017, Security in Computing and Communications - 5th International Symposium, SSCC 2017, Proceedings. Springer Verlag, p. 170-178 9 p. (Communications in Computer and Information Science; vol. 746).

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

Intrusion detection
Multi-class
Intrusion Detection
Learning algorithms
Learning systems

Multi-modality face recognition: An information theoretic approach

Supriy, M. & Singh, S., 30-11-2017, 2017 International Conference on Advances in Computing, Communications and Informatics, ICACCI 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2017-January. p. 1080-1084 5 p.

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

Face recognition
Lighting
Crime
Law enforcement
1 Citation (Scopus)

Neural network approach for vision-based track navigation using low-powered computers on MAVs

Brahmbhatt, K., Pai, A. R. & Singh, S., 30-11-2017, 2017 International Conference on Advances in Computing, Communications and Informatics, ICACCI 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2017-January. p. 578-583 6 p.

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

Micro air vehicle (MAV)
Navigation
Neural networks
Computer vision
Facings

Parallel implementation of rotation visual cryptography on GPU using CUDA

Mayya, V. & Nayak, A., 25-08-2017, Proceedings of 2017 International Conference on Advances in Image Processing, ICAIP 2017. Association for Computing Machinery (ACM), Vol. Part F131200. p. 62-65 4 p.

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

Cryptography
Graphics processing unit
Pixels

Performance evaluation of scalable video stream over bandwidth constrained network using software defined networks

Fernandes, R., Ramakrishna, M. & Karunakar, A. K., 30-11-2017, 2017 International Conference on Advances in Computing, Communications and Informatics, ICACCI 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2017-January. p. 1042-1047 6 p.

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

Scalable video coding
Bandwidth
Video streaming
Image coding
Scalability
1 Citation (Scopus)

Predicting traffic density and increasing fuel efficiency in vehicles using secure vehicular networks

Bhargava, S., Prakasha, K. & Sinha, I., 21-11-2017, 2017 International Conference on Computer Communication and Informatics, ICCCI 2017. Institute of Electrical and Electronics Engineers Inc., 8117709

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

Vehicular ad hoc networks
Traffic congestion
Fuel consumption
Pollution
Monitoring

Prediction of factors affecting amlodipine induced pedal edema and its classification

Chopra, A., Dimri, A. & Pradhan, T., 30-11-2017, 2017 International Conference on Advances in Computing, Communications and Informatics, ICACCI 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2017-January. p. 1684-1689 6 p.

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

Blood vessels
Calcium
Blood pressure
Blood
Cells

Word based thematic game on Indian mythology

Padiyar, S. S. & Singh, S., 30-11-2017, 2017 International Conference on Advances in Computing, Communications and Informatics, ICACCI 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2017-January. p. 1619-1623 5 p.

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

Artificial intelligence