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

  • India

Research Output 1999 2019

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

A meta data mining framework for botnet analysis

Haque, A., Ayyar, A. V. & Singh, S., 03-09-2019, In : International Journal of Computers and Applications. 41, 5, p. 392-399 8 p.

Research output: Contribution to journalArticle

Metadata
Data mining
Botnet

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 approach to sensor implementation for healthcare systems using internet of things

Mitra, R. & Ganiga, R., 01-01-2019, In : International Journal of Electrical and Computer Engineering. 9, 6, p. 5031-5045 15 p.

Research output: Contribution to journalArticle

Sensors
Health care
Network protocols
Ecosystems
Farms

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

Automated User Authentication in Wireless Public Key Infrastructure for Mobile Devices Using Aadhar Card

Prakasha, K., Muniyal, B. & Acharya, V., 01-01-2019, In : IEEE Access. 7, p. 17981-18007 27 p., 8630929.

Research output: Contribution to journalArticle

Mobile devices
Authentication
Analog to digital conversion
Electronic mail
Biometrics

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

Computer aided technique to separate the red blood cells, categorize them and diagnose sickle cell anemia

Acharya, V. & Prakasha, K., 01-01-2019, In : Journal of Engineering Science and Technology Review. 12, 2, p. 67-80 14 p.

Research output: Contribution to journalArticle

Open Access
Blood
Cells
Oxygen
Moon
Decision trees
1 Citation (Scopus)

Detection of acute lymphoblastic leukemia using image segmentation and data mining algorithms

Acharya, V. & Kumar, P., 01-08-2019, In : Medical and Biological Engineering and Computing. 57, 8, p. 1783-1811 29 p.

Research output: Contribution to journalArticle

Image segmentation
Data mining
Blood
Cells
Classifiers
Profitability
Health
Neural networks
Big data

Meta-learner with sparsified backpropagation

Paithankar, R., Verma, A., Agnihotri, M. & Singh, S., 01-01-2019, Proceedings of the 9th International Conference On Cloud Computing, Data Science and Engineering, Confluence 2019. Institute of Electrical and Electronics Engineers Inc., p. 315-319 5 p. 8776608. (Proceedings of the 9th International Conference On Cloud Computing, Data Science and Engineering, Confluence 2019).

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

Backpropagation
Speech recognition
Computer vision
Tuning
Scheduling

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

Online and offline communication architecture for vehicular ad-hoc networks using NS3 and SUMO simulators

Mallissery, S., Pai, M. M. M., Mehbadi, M., Pai, R. M. & Wu, Y. S., 01-01-2019, In : Journal of High Speed Networks. 25, 3, p. 253-271 19 p.

Research output: Contribution to journalArticle

Vehicular ad hoc networks
Simulators
Communication
Telecommunication networks
Wireless networks

Performance Analysis of Out-Band OpenFlow Switch Architecture: The Single Node Case

Kamath, S., Singh, S. & Kumar, M. S., 08-05-2019, 2018 IEEE International Conference on Advanced Networks and Telecommunications Systems, ANTS 2018. IEEE Computer Society, 8710089. (International Symposium on Advanced Networks and Telecommunication Systems, ANTS; vol. 2018-December).

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

Switches
networking
performance
Network architecture
Software defined networking

Prediction of the Movement of Nodes and Evaluating the Impact of Mobility Model in Underwater Sensor Network for Aquaculture Application

Shetty, S. B., Pai, R. M. & Manohara Pai, M. M., 07-03-2019, Proceedings of the 2nd International Conference on Intelligent Computing and Control Systems, ICICCS 2018. Institute of Electrical and Electronics Engineers Inc., p. 753-757 5 p. 8662839. (Proceedings of the 2nd International Conference on Intelligent Computing and Control Systems, ICICCS 2018).

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

Aquaculture
Mobility Model
Sensor networks
Sensor Networks
Water

Rule based adaptive user interface for adaptive E-learning system

Kolekar, S. V., Pai, R. M. & Manohara Pai, M. M., 15-01-2019, In : Education and Information Technologies. 24, 1, p. 613-641 29 p.

Research output: Contribution to journalArticle

user interface
learning
statistical analysis
learning process
engineering
1 Citation (Scopus)

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

Symmetric key-based authenticated encryption protocol

Bhuva, M. J. & Singh, S., 04-03-2019, In : Information Security Journal. 28, 1-2, p. 35-45 11 p.

Research output: Contribution to journalArticle

Authentication
Cryptography
Encryption
Authenticity
Confidentiality

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
Neural networks
High speed cameras
Muscle
Experiments
2018

Adaptive User Interface for Moodle based E-learning System using Learning Styles

Kolekar, S. V., Pai, R. M. & Manohara Pai, M. M., 01-01-2018, In : Procedia Computer Science. 135, p. 606-615 10 p.

Research output: Contribution to journalConference article

E-learning
User interfaces
Learning systems
Statistical methods
Education

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

Application aware energy and cost efficient resource provisioning in cloud

Acharya, S., D'Mello, D. A. & Achar, R., 01-01-2018, In : International Journal of Engineering and Technology(UAE). 7, 4, p. 3530-3537 8 p.

Research output: Contribution to journalArticle

Workload
Energy utilization
Costs and Cost Analysis
Benchmarking
Resource Allocation
1 Citation (Scopus)

Applications nature aware virtual machine provisioning in cloud

Achar, R. & Thilagam, P. S., 01-01-2018, In : International Journal of Ad Hoc and Ubiquitous Computing. 27, 2, p. 93-107 15 p.

Research output: Contribution to journalArticle

Degradation
Virtual machine
Servers
Simulators
Genetic algorithms

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

A survey on computer based deception detection techniques

George, S., Pai, M. M. M. & Pai, R. M., 01-01-2018, In : International Journal of Engineering and Technology(UAE). 7, 4, p. 14-21 8 p.

Research output: Contribution to journalArticle

Deception
Sensors
Brain
Skin
Lie Detection

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

Design and implementation of aquaculture resource planning using underwater sensor wireless network

Shetty, S., Pai, R. M. & Pai, M. M. M., 01-01-2018, In : Cogent Engineering. 5, 1, p. 1-23 23 p.

Research output: Contribution to journalArticle

Open Access
Aquaculture
Wireless sensor networks
Planning
Water
Rivers
1 Citation (Scopus)

Efficient digital certificate verification in wireless public key infrastructure using enhanced certificate revocation list

Prakasha, K., Muniyal, B., Acharya, V., Krishna, S. & Prakash, S., 04-07-2018, In : Information Security Journal. 27, 4, p. 214-229 16 p.

Research output: Contribution to journalArticle

Public key cryptography
Data transfer
Mobile commerce
Communication
Cryptography
2 Citations (Scopus)
Aquaculture
Routing protocols
Sensor networks
Energy utilization
Water
1 Citation (Scopus)

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
4 Citations (Scopus)

Identification and red blood cell automated counting from blood smear images using computer-aided system

Acharya, V. & Kumar, P., 01-03-2018, In : Medical and Biological Engineering and Computing. 56, 3, p. 483-489 7 p.

Research output: Contribution to journalArticle

Blood
Cells
Hough transforms
Labeling
Image processing

IoT based driving risk assessment and warning system

Aithal, A. & Singh, S., 01-12-2018, Proceedings of the International Conference on Smart Systems and Inventive Technology, ICSSIT 2018. Institute of Electrical and Electronics Engineers Inc., p. 282-286 5 p. 8748704. (Proceedings of the International Conference on Smart Systems and Inventive Technology, ICSSIT 2018).

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

Alarm systems
Risk assessment
Accidents
Sensors
Highway accidents

Knowledge Base Ontology Building for Fraud Detection Using Topic Modeling

Attigeri, G., Manohara Pai, M. M., Pai, R. M. & Kulkarni, R., 01-01-2018, In : Procedia Computer Science. 135, p. 369-376 8 p.

Research output: Contribution to journalConference article

Ontology
Analog to digital conversion
Industry
Experiments
1 Citation (Scopus)

Performance comparison of feature-based and CSCPG models for 3D spine reconstruction

Hareesha, K. S. & Kumar, S., 01-01-2018, In : Cogent Engineering. 5, 1, p. 1-11 11 p.

Research output: Contribution to journalArticle

Radiation hazards
Statistical tests
Tomography
X rays
Costs

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
1 Citation (Scopus)

Private cloud solution for Securing and Managing Patient Data in Rural Healthcare System

Ganiga, R., Pai, R. M., Pai, M. & Sinha, R. K., 01-01-2018, In : Procedia Computer Science. 135, p. 688-699 12 p.

Research output: Contribution to journalConference article

Health
Analog to digital conversion
Cloud computing
Developing countries
Cryptography

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

Rate adaptive multicast video streaming over software defined network

Ramakrishna, M. & Karunakar, A. K., 30-09-2018, In : Journal of Theoretical and Applied Information Technology. 96, 18, p. 6163-6171 9 p.

Research output: Contribution to journalArticle

Multicasting
Video Streaming
Video streaming
Multicast
Quality of service

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

Smart Phone based cost effective visitor management system for smart offices

Rao, S., Smitha, A. & Kulkarni, K., 01-01-2018, In : International Journal of Interactive Mobile Technologies. 12, 6, p. 112-123 12 p.

Research output: Contribution to journalArticle

Open Access
Costs
Transmitters
Display devices
Mobile phones
Automation

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