K. G. Srinivasa

Orcid: 0000-0003-1022-8431

Affiliations:
  • International Institute of Information Technology Naya Raipur, India
  • National Institute of Technical Teachers' Training & Research, Chandigarh, India (2019 - 2022)
  • Ch. Brahm Prakash Government Engineering College, New Delhi, India (2016 - 2019)
  • M. S. Ramaiah Institute of Technology, Bengaluru, India (2003 - 2016)
  • Bangalore University, Visvesvaraya College of Engineering, India (PhD 2007)


According to our database1, K. G. Srinivasa authored at least 103 papers between 2003 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Hybrid salp swarm and grey wolf optimizer algorithm based ensemble approach for breast cancer diagnosis.
Multim. Tools Appl., August, 2024

A review of the application of virtual and augmented reality in physical and occupational therapy.
Softw. Pract. Exp., 2024

A novel approach for classification of Tor and non-Tor traffic using efficient feature selection methods.
Expert Syst. Appl., 2024

2023
Hybrid ABC and black hole algorithm with genetic operators optimized SVM ensemble based diagnosis of breast cancer.
Pattern Anal. Appl., November, 2023

DeepLSGR: Neural collaborative filtering for recommendation systems in smart community.
Multim. Tools Appl., March, 2023

DAMIAN - data accrual machine intelligence with augmented networks for contextually coherent creative story generation.
Int. J. Bus. Intell. Data Min., 2023

Identification of authorship and prevention of fraudulent transactions/cybercrime using efficient high performance machine learning techniques.
Int. J. Bus. Intell. Data Min., 2023

Multimodal Classification of Cognitive States in Alzheimer's Disease.
Proceedings of the IEEE Region 10 Conference, 2023

Maximizing Returns with Reinforcement Learning: A Paradigm Shift in Stock Market Portfolio Management.
Proceedings of the IEEE Region 10 Conference, 2023

Multilingual Speech Recognition Using Reinforcement Learning.
Proceedings of the 14th International Conference on Computing Communication and Networking Technologies, 2023

Skin-Vision: An Innovative Mobile-Based Automated Skin Disease Detection Application.
Proceedings of the OITS International Conference on Information Technology, 2023

Multilingual Speech Sentiment Recognition Using Spiking Neural Networks.
Proceedings of the Big Data and Artificial Intelligence - 11th International Conference, 2023

A Beginner's Guide to Introduce Artificial Intelligence in Teaching and Learning
Springer, ISBN: 978-3-031-32652-3, 2023

2022
Fog based smart healthcare: a machine learning paradigms for IoT sector.
Multim. Tools Appl., 2022

Deep visual ensemble similarity (DVESM) approach for visually aware recommendation and search in smart community.
J. King Saud Univ. Comput. Inf. Sci., 2022

Forecasting Stock Market Volume Price Using Sentimental and Technical Analysis.
J. Inf. Technol. Res., 2022

Design of Context Cluster and Load Balanced Video Recommendation System in Cloud Computing.
Int. J. Inf. Retr. Res., 2022

Fuzzy Inference-Propelled Sentence Ranking for Extractive Summary Generation.
Int. J. Decis. Support Syst. Technol., 2022

Leveraging the fog-based machine learning model for ECG-based coronary disease prediction.
Int. J. Bus. Intell. Data Min., 2022

2021
IoT Solution for Enhancing the Quality of Life of Visually Impaired People.
Int. J. Grid High Perform. Comput., 2021

Artifact Reduction in Fundus Imaging using Cycle Consistent Adversarial Neural Networks.
CoRR, 2021

A multi-level classification and modified PSO clustering based ensemble approach for credit scoring.
Appl. Soft Comput., 2021

2020
Database intrusion detection using role and user behavior based risk assessment.
J. Inf. Secur. Appl., 2020

Data Analytic Techniques for Developing Decision Support System on Agrometeorological Parameters for Farmers.
Int. J. Cogn. Informatics Nat. Intell., 2020

Predictive Analytical Model for Microblogging Data Using Asset Bubble Modelling.
Int. J. Cogn. Informatics Nat. Intell., 2020

Supervised ECG wave segmentation using convolutional LSTM.
ICT Express, 2020

Chapter Eight - Air pollution control model using machine learning and IoT techniques.
Adv. Comput., 2020

2019
TwitSenti: A Real-Time Twitter Sentiment Analysis and Visualization Framework.
J. Inf. Knowl. Manag., 2019

A Real-Time Twitter Trend Analysis and Visualization Framework.
Int. J. Semantic Web Inf. Syst., 2019

An IoT-Based Framework for Health Monitoring Systems: A Case Study Approach.
Int. J. Fog Comput., 2019

A Study on the Performance and Scalability of Apache Flink Over Hadoop MapReduce.
Int. J. Fog Comput., 2019

Development of Community Based Intelligent Modules Using IoT to Make Cities Smarter.
Int. J. Fog Comput., 2019

An Image Processing and Machine Learning Approach for Early Detection of Diseased Leaves.
Int. J. Cyber Phys. Syst., 2019

Curriculum Enrichment in Empowering "Corporate-Ready" Individuals.
Proceedings of the Fourth International Congress on Information and Communication Technology, 2019

2018
Network Data Analytics - A Hands-On Approach for Application Development
Computer Communications and Networks, Springer, ISBN: 978-3-319-77799-3, 2018

Practical Social Network Analysis with Python
Computer Communications and Networks, Springer, ISBN: 978-3-319-96745-5, 2018

Data Analytics Assisted Internet of Things Towards Building Intelligent Healthcare Monitoring Systems: IoT for Healthcare.
J. Organ. End User Comput., 2018

Smart Vehicular System based on the Internet of Things.
J. Organ. End User Comput., 2018

Minimization of Energy in Smart Phone Application Development Using Code Analysis.
Int. J. Open Source Softw. Process., 2018

Real-Time Streaming Data Analysis Using a Three-Way Classification Method for Sentimental Analysis.
Int. J. Inf. Technol. Web Eng., 2018

Data analytics on census data to predict the income and economic hierarchy.
Int. J. Data Anal. Tech. Strateg., 2018

Semi-structured data analysis and visualisation using NoSQL.
Int. J. Big Data Intell., 2018

An efficient sensor integrated model for hosting real-time data monitoring applications on cloud.
Int. J. Auton. Comput., 2018

Clustering trajectory-based objects in spatio networks.
Int. J. Auton. Comput., 2018

Chapter Five - Comparative Study of Different In-Memory (No/New) SQL Databases.
Adv. Comput., 2018

Content-Based Music Classification Using Ensemble of Classifiers.
Proceedings of the Intelligent Human Computer Interaction - 10th International Conference, 2018

Performance Analysis of Deep Learning Architectures for Recommendation Systems.
Proceedings of the 25th IEEE International Conference on High Performance Computing Workshops, 2018

2017
Performance of procedures for identifying influentials in a social network: prediction of time and memory usage as a function of network properties.
Soc. Netw. Anal. Min., 2017

Internet of Things (IOT) Solution for Increasing the Quality of Life of Physically Challenged People.
J. Organ. End User Comput., 2017

Utility maximisation-based game theoretic approach for resource allocation in clouds.
Int. J. Commun. Networks Distributed Syst., 2017

2016
Know Your World Better: Cloud Based Augmented Reality Android Application.
Int. J. Handheld Comput. Res., 2016

Microsense: Sensor Framework for IoT System-on-Chip.
Int. J. Handheld Comput. Res., 2016

Social Impacts of Using Internet of Things and Data Analytics to Prevent and Reduce the Rate of Accidents.
Int. J. Appl. Evol. Comput., 2016

Efficient Image Denoising for Effective Digitization using Image Processing Techniques and Neural Networks.
Int. J. Appl. Evol. Comput., 2016

Project Based Learning for Internet of Things and Data Analytics: Experience Report of Learning from ET601X.
Proceedings of the Eighth IEEE International Conference on Technology for Education, 2016

Performance Analysis of Java Virtual Machine for Machine Learning Workloads using Apache Spark.
Proceedings of the International Conference on Informatics and Analytics, 2016

An Internet of Things Based Software Framework to Handle Medical Emergencies.
Proceedings of the Distributed Computing and Internet Technology, 2016

Paving the Future of Vehicle Maintenance, Breakdown Assistance and Weather Prediction Using IoT in Automobiles.
Proceedings of the 5th International Conference on Frontiers in Intelligent Computing: Theory and Applications, 2016

2015
Guide to High Performance Distributed Computing - Case Studies with Hadoop, Scalding and Spark
Computer Communications and Networks, Springer, ISBN: 978-3-319-13497-0, 2015

Phylogenetic Analysis Using MapReduce Programming Model.
Proceedings of the 2015 IEEE International Parallel and Distributed Processing Symposium Workshop, 2015

A Case Study based Software Engineering Education using Open Source Tools.
Proceedings of the Joint Proceedings of the 3rd International Workshop on Quantitative Approaches to Software Quality (QuASoQ), 2015

2014
Game theoretic resource allocation in cloud computing.
Proceedings of the Fifth International Conference on the Applications of Digital Information and Web Technologies, 2014

SentenceRank - A graph based approach to summarize text.
Proceedings of the Fifth International Conference on the Applications of Digital Information and Web Technologies, 2014

2013
An Intelligent Network Intrusion Detection System Based on Multi-Modal Support Vector Machines.
Int. J. Inf. Secur. Priv., 2013

GRFM: an efficient grid-based replication and fault tolerant middleware.
Int. J. Comput. Sci. Eng., 2013

SLA-driven dynamic capacity forecasting and resource allocation with risk analysis on clouds.
Int. J. Commun. Networks Distributed Syst., 2013

Extraction and interpretation of charts in technical documents.
Proceedings of the International Conference on Advances in Computing, 2013

2012
Empirical studies of global volunteer collaboration in the development of free and open source software: analysis of six top ranked projects in sourceforge.net.
ACM SIGSOFT Softw. Eng. Notes, 2012

gNIDS: rule-based network intrusion detection system using genetic algorithms.
Int. J. Intell. Syst. Technol. Appl., 2012

Effects of Information Filters: A Phenomenon on the Web.
Int. J. Inf. Retr. Res., 2012

MeghaOS: A Framework for Scalable, Interoperable Cloud Based Operating System.
Int. J. Cloud Appl. Comput., 2012

An Enterprise Mashup Integration Service Framework for Clouds.
Int. J. Cloud Appl. Comput., 2012

Early Performance Prediction of Web Services
CoRR, 2012

General Methodology for developing UML models from UI
CoRR, 2012

2011
Analysis of projects and volunteer participation in large scale free and open source software ecosystem.
ACM SIGSOFT Softw. Eng. Notes, 2011

MapReduce Based Information Retrieval Algorithms for Efficient Ranking of Webpages.
Int. J. Inf. Retr. Res., 2011

Information extraction by an abstractive text summarization for an Indian regional language.
Proceedings of the 7th International Conference on Natural Language Processing and Knowledge Engineering, 2011

GRM: a reliable and fault tolerant data replication middleware for grid environment.
Proceedings of the ICWET '11 International Conference & Workshop on Emerging Trends in Technology, Mumbai, Maharashtra, India, February 25, 2011

An Adaptive Scheduler Framework for Complex Workflow Jobs on Grid Systems.
Proceedings of the 13th IEEE International Conference on High Performance Computing & Communication, 2011

SLA - Driven Dynamic Resource Allocation on Clouds.
Proceedings of the Advanced Computing, Networking and Security - International Conference, 2011

2010
Information retrieval by text summarization for an Indian regional language.
Proceedings of the 6th International Conference on Natural Language Processing and Knowledge Engineering, 2010

Fault-Tolerant Middleware for Grid Computing.
Proceedings of the 12th IEEE International Conference on High Performance Computing and Communications, 2010

2009
Soft Computing for Data Mining Applications
Studies in Computational Intelligence 190, Springer, ISBN: 978-3-642-00192-5, 2009

Soft Computing for XML Data Mining.
Proceedings of the Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes), 2009

2008
A soft computing approach for data mining based query processing using rough sets and genetic algorithms.
Int. J. Hybrid Intell. Syst., 2008

2007
A self-adaptive migration model genetic algorithm for data mining applications.
Inf. Sci., 2007

Selective dissemination of XML documents based on genetically learned user model and Support Vector Machines.
Intell. Data Anal., 2007

Statistical Analysis and Compression of DNA using Weighted Probability Approach and Modified Run-Length Encoding.
Proceedings of the 3rd Indian International Conference on Artificial Intelligence, 2007

Selective Querying and Other Proposals for a Less Congested Gnutella Network.
Proceedings of the Distributed Computing and Internet Technology, 2007

Data Mining based Query Processing using Rough Sets and Genetic Algorithms.
Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining, 2007

2006
An efficient fuzzy based neuro - genetic algorithm for stock market prediction.
Int. J. Hybrid Intell. Syst., 2006

A neural network based CBIR system using STI features and relevance feedback.
Intell. Data Anal., 2006

Non-repetitive DNA Sequence Compression Using Memoization.
Proceedings of the Biological and Medical Data Analysis, 7th International Symposium, 2006

Indexing XML Documents Using Self Adaptive Genetic Algorithms for Better Retreival.
Proceedings of the Frontiers of WWW Research and Development, 2006

2005
Sagaxsearch: an Xml Information Retrieval Mechanism Using Self Adaptive Genetic Algorithms.
Int. J. Comput. Intell. Appl., 2005

Dynamic Association Rule Mining using Genetic Algorithms.
Intell. Data Anal., 2005

A Self-Adaptive Migration Model Genetic Algorithms for Data Mining Applications.
Proceedings of the 2nd Indian International Conference on Artificial Intelligence, 2005

A Dynamic Migration Model for Self-adaptive Genetic Algorithms.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2005

Selective Dissemination of XML Documents Using GAs and SVM.
Proceedings of the Computational Intelligence and Security, International Conference, 2005

GaXsearch: An XML Information Retrieval Mechanism Using Genetic Algorithms.
Proceedings of the AI 2005: Advances in Artificial Intelligence, 2005

2004
Mining Top - <i>k</i> Ranked Webpages Using Simulated Annealing and Genetic Algorithms.
Proceedings of the Applied Computing, Second Asian Applied Computing Conference, 2004

2003
Evolutionary Approach for Mining Association Rules on Dynamic Databases.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2003

Dynamic Subspace Clustering for Very Large High-Dimensional Databases.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2003


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