Faculty Publication
| Year | Name of Faculty | Title of the Paper-Conference/Journal Details |
| 2024-2025 | Dr. Sherly K K | Hybrid CNN Models for Plant Species Recognition and Disease Detection Computing Conference 2024 |
| 2023-2024 | Ms. Liyan Grace Shaji | DEEP LEARNING FOR SENTIMENT BASED DYNAMIC STOCK SYMBOL ANALYSIS Journal of Theoretical and Applied Information Technology |
| 2023-2024 | Dr. Lakshmi K.S. | An Enhanced Hybrid Model for Liver Disease Detection Utilizing Deep Learning and Machine Learning Revue d'Intelligence Artificielle |
| 2023-2024 | Dr. Lakshmi K.S. | A Learning Based Method for the Drug-Drug Interaction Detection International Journal of Intelligent Systems and Applications in Engineering |
| 2023-2024 | Dr. Lakshmi K.S. | DEEP LEARNING FOR SENTIMENT BASED DYNAMIC
STOCK SYMBOL ANALYSIS Journal of Theoretical and Applied Information Technology |
| 2023-2024 | Dr. Lakshmi K.S. | AI-Empowered Intruder Alert System for Enhanced Security International Conference on Automation, Computing and Renewable Systems (ICACRS 2023) |
| 2022-2023 | Dr. Lakshmi K.S. | An innovative framework for extracting adverse drug reactions of single medication and combined medications
from medical transcriptions and online reviews Songklanakarin Journal of Science and Technology |
| 2022-2023 | Dr. Lakshmi K.S. | Automated Generation of Meeting Minutes Using Deep
Learning Techniques International Journal of Computing and Digital Systems |
| 2022-2023 | Dr. Sherly K K | Autonomous Car for Indian Conditions International Journal of Innovative Research in Technology |
| 2022-2023 | Dr. Sherly K K | An Efficient Hybrid Classifier Model for Customer Churn Prediction International Journal of Electronics and Telecommunications |
| 2022-2023 | Ms. Chinchu Krishna S | Entropy-Based Feature Selection using Extra Tree Classifier for IoT Security Iraqi Journal of Science |
| 2021-2022 | Dr. Lakshmi K.S. | Hybrid approach for disease comorbidity and disease gene prediction using heterogeneous dataset International Journal of Electrical and Computer Engineering (IJECE) |
| 2021-2022 | Dr. Lakshmi K.S. | VECTOR BASED APPROACH FOR DISEASE COMORBIDITY PREDICTION USING HETEROGENEOUS LARGE SCALE DATASET INDIAN JOURNAL OF COMPUTER SCIENCE AND ENGINEERING |
| 2021-2022 | Dr. Sherly K K | Various Approaches in Plant Species Identification and Plant Disease Detection Using Digital Images of Leaves 10th International Conference on Advances in Computing and Communications (ICACC2021) |
| 2021-2022 | Dr. Sherly K K | A novel forward filter feature selection algorithm based on Maximum Dual Interaction and Maximum Feature Relevance(MDIMFR) for Machine Learning 10th International Conference on Advances in Computing and Communication(ICACC 2021) |
| 2021-2022 | Dr. Lakshmi K.S. | A Hybrid Model for Prediction and Progression of COVID-19 Using Clinical Text Data and Chest X-rays Lecture Notes in Networks and Systems |
| 2021-2022 | Dr. Varghese S. Chooralil | Blockchain-Based Deep Learning to Process IoT Data
Acquisition in Cognitive Data Bio Med Research Journal |
| 2021-2022 | Mr. Binu A | JP-DAP: An Intelligent Data Analytics Platform for Metro Rail Transport Systems IEEE Transactions on Intelligent Transportation Systems |
| 2021-2022 | Ms. Chinchu Krishna S | Automated Event-Triggered GUI Testing and Bug Reproduction for NonAndroid Applications INTERNATIONAL JOURNAL OF INNOVATION IN ENTERPRISE SYSTEM |
| 2021-2022 | Mr. Binu A | Performance and Power Characterization of Dynamic Programming Workloads with
Memoization and Tabulation International Conference on Green Energy, Computing and Sustainable Technology (GECOST) |
| 2021-2022 | Dr. Varghese S. Chooralil | Secure Key Management Based Mobile Authentication in Cloud Computer Systems Science & Engineering |
| 2021-2022 | Dr. Varghese S. Chooralil | Modelling Of Maximal Connectivity Pattern in
Human Brain Networks Neuro Quantology |
| 2021-2022 | Dr. Lakshmi K.S. | Container ID Detection and Recognition ICSCSP 2020 |
| 2021-2022 | Dr. Lakshmi K.S. | Disease and Adverse Drug Reaction Prediction using Machine Learning International Journal of Pharmaceutical Sciences Review and Research |
| 2020-2021 | Dr. Varghese S. Chooralil | Energy Efficient Sustainable City Monitoring Using IoT
Enabled Wireless Sensor Networks and Data Analytics JOURNAL OF INFORMATION SCIENCE AND ENGINEERING |
| 2020-2021 | Dr. Sherly K K | The Biometric Cardless Transaction with Shuffling Keypad Using Proximity Sensor 2nd INTERNATIONAL CONFERENCE ON INVENTIVE RESEARCH IN COMPUTING APPLICATIONS |
| 2020-2021 | Dr. Sherly K K | Ayurvedic Plant Recognition using Multi-learners Model 3rdInternational Conference on Computer Networks and Inventive Communication Technologies (ICCNCT - 2020) |
| 2020-2021 | Mr. Binu A | Facial Emotion Recognition System for Unusual Behaviour Identification and Alert Generation Intelligent Data Communication Technologies and Internet of Things Proceedings of ICICI 2020 |
| 2020-2021 | Dr. Varghese S. Chooralil | A Combinatorial Optimized Knapsack Linear Space for Information Retrieval Computers, Materials & Continua |
| 2020-2021 | Ms. Chinchu Krishna S | ARShoppy: A Real-time Simulation of In-store Shopping Using Augmented Reality INTERNATIONAL CONFERENCE on Technological Convergence in Engineering, Energy, and Sustainability (ICTCEES-2020) |
| 2020-2021 | Ms. Chinchu Krishna S | Automated Event Triggered GUI Testing and Bug Reproduction for Non-Android
Applications INTERNATIONAL CONFERENCE on Technological Convergence in Engineering, Energy, and Sustainability (ICTCEES-2020) |
| 2020-2021 | Dr. Varghese S. Chooralil | Intelligent Farming Of The Future: An Integrated Farming Assistance And Crop Prediction Technique Using Isolation Forest Anomaly Detection International Journal of Advanced Trends in Computer Science & Engineering |
| 2019-2020 | Mr. Binu A | An Intelligent Data Analytics Platform for Metro Rail Transport Systems (Communicated) IEEE Transactions on Intelligent Transportation Systems |
| 2019-2020 | Dr. Lakshmi K.S. | Network based approach for discovering novel gene-phenotypic association and disease co morbidities using ontological data International Conference on Computational Intelligence and Data Science (ICCIDS 2019) |
| 2019-2020 | Dr. Lakshmi K.S. | Comparative analysis of vehicle make and model recognition using deep learning techniques. Second IEEE International Conference on Intelligent Computing Instrumentation and Control Technologies. |
| 2019-2020 | Dr. Lakshmi K.S. | An enhanced approach for movie review analysis using deep learning techniques 4th International Conference on Communication and Electronic Systems |
| 2019-2020 | Dr. Lakshmi K.S. | Movie success prediction using ensemble classifier Conference - International Conference on Computer Communication and Informatics (ICCCI -2020) |
| 2018-2019 | Dr. Lakshmi K.S. | A Comparative Analysis of Adverse Drug Reaction Prediction Techniques International Journal of Pharmaceutical Sciences Review and Research |
| 2018-2019 | Dr. Varghese S. Chooralil | Decentralized Isolated Educational Content Aggregation System International Journal of Information system & Computer sciences. |
| 2018-2019 | Dr. Lakshmi K.S. | A novel approach for disease comorbidity prediction using weighted association rule mining Journal of Ambient Intelligence and Humanized Computing |
| 2018-2019 | Dr. Lakshmi K.S. | Joint Slot Filling and Intent Prediction for Natural Language Understanding in Frames Dataset. International Conference on Inventive Research in Computing Applications (ICIRCA 2018) |
| 2018-2019 | Dr. Varghese S. Chooralil | Security and Privacy via Optimized Block chain IJATCSE |
| 2018-2019 | Dr. Varghese S. Chooralil | Efficient Route Recommendation System Based On Keyword Using Candidate Route Generation And Travel Route Exploration International Journal of Advanced Trends in Computer Science and Engineering |
| 2018-2019 | Dr. Sherly K K | A Network Intrusion Detection System Based on Ensemble CVM Using efficient feature Selection approach |
| 2017-2018 | Ms. Chinchu Krishna S | Convolution neural network based fruit recognition application National conference on Recent Trends in Computing and Communication |
| 2017-2018 | Mr. Binu A | Design and Development of Ontology Based DSL to Monitor Human Movement Using Video Surveillance Systems |
| 2017-2018 | Dr. Sherly K K | Analyzing the Behaviour of Youth to Sociality using Social Media Mining |
| 2017-2018 | Ms. Chinchu Krishna S | Steganographic access protocol for online transaction |
| 2017-2018 | Ms. Chinchu Krishna S | A survey on big data analytics for precision machine |
| 2017-2018 | Dr. Sherly K K | Flow chart Plagiarism Detection System: An Image Processing Approach |
| 2017-2018 | Dr. Varghese S. Chooralil | Continuous Point Wise Key Information
Extraction For Semantic Data Analysis IJCTA |
| 2017-2018 | Dr. Lakshmi K.S. | Extracting Association Rules from Medical Health Records Using Multi-Criteria Decision Analysis International Conference on Advances in Computing & Communications (ICACC-2017) |
| 2017-2018 | Dr. Lakshmi K.S. | Predicting hyperlipidemia using enhanced ensemble classifier International Journal of Engineering and Technology(UAE) |
| 2017-2018 | Ms. Chinchu Krishna S | Zero-shot learning with Fast RCNN and Mask RCNN through semantic attribute Mapping- International Journal of Engineering Science Invention (IJESI) |
| 2017-2018 | Dr. Varghese S. Chooralil | A Pattern Tree User Queries based Key Frame
Extraction and Sentimental Divergence
Classifi cation in Semantic Data Analysis International Journal of CTA |
| 2016-2017 | Dr. Sherly K K | Efficient Adaptive Frequent Mining techniques for Market Analysis in Sequential and Parallel Systems The International Arab Journal of Information Technology |
| 2016-2017 | Mr. Binu A | A Modularized Approach for Real Time Vehicular Surveillance with a Custom HOG based LPR System" |
| 2016-2017 | Dr. Varghese S. Chooralil | “A Pattern Tree User Queries Based Key Frame Extraction and Sentimental Divergence Classification in Semantic Data Analysis” in one Scoupus Indexed Journal |
| 2016-2017 | Dr. Varghese S. Chooralil | “Continious Point wise Key Information Extraction for Semantic Data Analysis”, In Scoupous Indexed Journal. |
| 2016-2017 | Dr. Lakshmi K.S. | Gene Ontology Mining: A Survey |
| 2016-2017 | Dr. Varghese S. Chooralil | Access Enabled database Query Recommendation system International Journal Of Advanced Research |
| 2016-2017 | Ms. Chinchu Krishna S | A Progressive Approach for Duplicate Detection with Map Reduce,IJAR |
| 2016-2017 | Ms. Chinchu Krishna S | A comparison between two variants of sorted neighborhood method, International journal of innovative research in computer and communication engineering |
| 2015-2016 | Dr. Varghese S. Chooralil | "AN EFFICIENT QUERY RETRIEVAL MODEL USING PATTERN TREE-BASED LATENT DIRICHELT ALLOCATION" Varghese S Chooralil, Dr. E. Gopinathan,International Journal Of Applied Engineering & Research,ISSN 0973-4562,Vol-10.No-5,pp 3979-3982 |
| 2015-2016 | Dr. Varghese S. Chooralil | "A Semantic Web Query Optimization Using Resource Description Framework " Varghese S Chooralil, Dr. E Gopinathan, Fourth International Conference on Eco Friendly Computing & Communication Systems,ELSEVIER,NIT Kurukshetra, Hariyana.Dec-2015 |
| 2015-2016 | Mr. Binu A | 2016 IEEE International Conference on Distributed Computing, VLSI, Electrical circuits and Robotics (DISCOVER) Article Title: Energy Aware SLA and Green Cloud Federations |
| 2015-2016 | Mr. Binu A | 2016 IEEE International Conference on Data Science and Engineering (ICDSE) Article Title: Auto Scaling for Various Patterns of Workflow within Deadline time and Energy aware VM allocation in Cloud Environment |
| 2015-2016 | Mr. Binu A | ACM Optimization-Aware Scheduling in Cloud Computing |
| 2015-2016 | Ms. Chinchu Krishna S | “ARCHITECTURAL SOLUTION FOR BIGDATA SECURITY MONITORING”, 5th International Conference on Advances in Computing and Communications (ICACC-2015) held at Rajagiri School of Engineering and Technology, Cochin during 3-5 Sept 2015, published by McGraw-Hill Education ,ISBN(13):978-93-392-2412-7, ISBN(10):93-392-2412-4 |
| 2014-2015 | Dr. Varghese S. Chooralil | "Enhanced ranking method for information retrieval", ICACC 2014, |
| 2014-2015 | Mr. Binu A | Binu A and Sreelakshmi Ganesh, "Statistical Analysis to determine the performance of Multiple beneciaries of educational sector using Hadoop-Hive-ICDSE 2014 |
| 2014-2015 | Mr. Binu A | Ancy Sherin Jose and Binu A., "Automatic Detection and Rectication of DNS Re ection Ampli- cation Attacks with Hadoop MapReduce and Chukwa,ICACC 2014 |
| 2014-2015 | Mr. Binu A | Binu A., Anjali P.P., Bincy Andrews, Sreelakshmi Ganesh and Suman Elizabeth Daniel "An Impudent Ap- proach for Prudential Hadoop Cluster ,ICDSE 2014 |
| 2014-2015 | Mr. Binu A | Neenu George and Binu A "An Analysis on Fault Tolerance Techniques in Cloud Computing Interna- tional Workshop Co-located with International Conference on Advances in Computing and Communication (ACC)- 2014 (Accepted for Publication) |
| 2014-2015 | Mr. Binu A | Sruthy Santhosh and Binu A "An Analysis on Authentication Protocol To Resist Password Guessin- gAttacks International Workshop Co-located with International Conference on Advances in Computing and Communication (ACC)- 2014 (Accepted for Publication) |
| 2014-2015 | Mr. Binu A | Replication in Grid Using Domination Set - HiPC 2014 |
| 2014-2015 | Dr. Varghese S. Chooralil | "Survey on ranking methods for information retrieval ", NCCC 2014 |
| 2014-2015 | Dr. Lakshmi K.S. | Extending MANETRouting Protocol by adding Gateway Mode |
| 2014-2015 | Mr. Binu A | AutoScaling Of VM in Private And Public Cloud Environment with Debt Assessment (ICACC 2015) |
| 2014-2015 | Mr. Binu A | Determination of Scheduling Mechanism Using Computational Intelligence in Cloud Computing (centre for information technology, university of petroleum dehradun) |
| 2013-2014 | Mr. Binu A | Network Traffic Analysis : Hadoop Pig vs Typical MapReduce - Second International Conference on Information Technology Convergence and Services |
| 2013-2014 | Mr. Binu A | Survey on Job Schedulers in Hadoop Cluster - IOSR Journal of Computer Engineering |
| 2013-2014 | Mr. Binu A | Paralyzing Bioinformatics Applications Using Conducive Hadoop Cluster - IOSR Journal of Computer Engineering |
| 2013-2014 | Mr. Binu A | A Perusal On Hadoop Small File Problem - International Journal of Computer Science Engineering and Information Technology Research |
| 2013-2014 | Mr. Binu A | An Exploration based on Multifarious Video Copy Detection Strategies - Fifth International Conference on Advances in Recent Technologies in Communication and Computing |
| 2013-2014 | Mr. Binu A | A Survey On Bioinformatics Tools - Fifth International Conference on Advances in Recent Technologies in Communication and Computing |
| 2013-2014 | Mr. Binu A | Non repudiation for internet access by using browser based user authentication mechanism - Third International Conference on Advances in Computing and Communications |
| 2013-2014 | Mr. Binu A | A Survey on Bio-inspired Methods for Resource Discovery - International Journal of Advanced Research in Computer and Communication Engineering |
| 2013-2014 | Mr. Binu A | Easier Management Strategy for Small and Large Enterprise Networks with Enhanced Security - International Journal of Modern Engineering Research (IJMER) |
| 2013-2014 | Mr. Binu A | Statistical Analysis to determine the performance of Multiple beneficiaries of educational sector using Hadoop-Hive - International Conference on Data Science Engineering (ICDSE)- 2014} (Accepted for Publication) |
| 2013-2014 | Mr. Binu A | Automatic Detection and Rectification of DNS Reflection Amplification Attacks with Hadoop MapReduce and Chukwa - International Conference on Advances in Computing and Communication (ACC)- 2014} (Accepted for Publication) |
| 2013-2014 | Mr. Binu A | An Impudent Approach for Prudential Hadoop Cluster - International Conference on Data Science Engineering (ICDSE)- 2014} (Accepted for Publication) |
| 2013-2014 | Mr. Binu A | An Impudent Approach for Prudential Hadoop Cluster - International Conference on Data Science Engineering (ICDSE)- 2014} (Accepted for Publication) |
| 2013-2014 | Mr. Binu A | "An Analysis on Fault Tolerance Techniques in Cloud Computing - International Workshop Co-located with International Conference on Advances in Computing and Communication (ACC)- 2014} (Accepted for Publication) |
| 2013-2014 | Mr. Binu A | An Analysis on Authentication Protocol To Resist Password GuessingAttacks - International Workshop Co-located with International Conference on Advances in Computing and Communication (ACC)- 2014} (Accepted for Publication) |
| 2013-2014 | Dr. Varghese S. Chooralil | Supporting Efficient Type-Ahead Keyword Search Using GINIX |
| 2013-2014 | Dr. Varghese S. Chooralil | Effective XML Document Classification with Protection from Ambiguous Class |
| 2013-2014 | Dr. Varghese S. Chooralil | TaskTracker Aware Scheduling for Hadoop MapReduce |
| 2013-2014 | Dr. Lakshmi K.S. | Link Failure Recovery using Autonomous Network Reconfiguration System in Wireless Mesh Networks |
| 2013-2014 | Dr. Lakshmi K.S. | Wireless Device Localization using Vehicular Ad-Hoc Network |
| 2013-2014 | Dr. Lakshmi K.S. | Improved Autonomous Network Reconfiguration System |
| 2013-2014 | Dr. Lakshmi K.S. | Association rule extraction from medical transcripts of diabetic patients |
| 2013-2014 | Dr. Varghese S. Chooralil | Survey on Structure and Structure-content Classification of XML Document International Journal of Computer Science & Communication Networks |
| 2013-2014 | Dr. Lakshmi K.S. | Position based Anonymous Routing Scheme in MANETs |
| 2012-2013 | Ms. Chinchu Krishna S | GIS/GPS Tracking with E-Logistics" in Second National Conference on Innovation & Invention in Communication and Computing on 17th April 2013, Kalaivani College of Technology, Coimbatore |
| 2012-2013 | Ms. Chinchu Krishna S | • IOSR Journal of Engineering (IOSRJEN)- Secure Data Accumulation and Certification Procedure for Sensor Networks |
| 2012-2013 | Ms. Chinchu Krishna S | • International Journal of Modern Engineering Research (IJMER)- DASH 7 |
| 2010-2011 | Dr. Varghese S. Chooralil | Semantic Digital Library Cochin University of Science & Technology |
| 2010-2011 | Dr. Varghese S. Chooralil | A survey on Personalized Query
Recommendation System for Database
Exploration International Journal of Scientific & Engineering Research, |