K ANNAPOORNESHWARI SHETTY

@aimit.edu.in

Assistant Professor and MCA
St. Aloysius (Deemed to be University)

K ANNAPOORNESHWARI SHETTY


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https://researchid.co/anushetty

RESEARCH, TEACHING, or OTHER INTERESTS

Computer Science, Artificial Intelligence, Computer Science Applications, Computer Engineering
1

Scopus Publications

115

Scholar Citations

4

Scholar h-index

3

Scholar i10-index

Scopus Publications

  • A hybrid framework to refine queries using ontology
    Ruban, Behin Sam, Annapoorna Shetty
    Indian Journal of Science and Technology, 2015
    The growth of the World Wide Web in the last two decades has posed a lot of challenges to the field of Information Retrieval. The way in which the information is collected, shared and searched is changed drastically. Searching information has never been so easy because of the search engines. Any Information Retrieval application has different components such as query handling where the user enters the user information need, Indexing part where the document representation is stored and maintained, the Ranking part which arranges the documents based on the relevance and the matching part which compares the query representation with the document representation. Most of the time since the user information need is not specified correctly, the documents that are retrieved may not be relevant or the relevant links may be less. Hence it is the challenge to be addressed by the search applications which can transform the original query into another representation which will be more responsive for the information retrieval. In this work we propose a hybrid framework which can be used to transform the original query representation to another representation which helps to retrieve more relevant results than the original representation. We further validate our point with an experiment we conducted.

RECENT SCHOLAR PUBLICATIONS

  • INTELLIGENT NETWORK LOG ANALYSIS AND INTRUSION DETECTION USING MACHINE LEARNING
    KA Shetty, MKM Pratham
    Archives , 2026
    2026
  • ENHANCING KANNADA NATURAL LANGUAGE PROCESSING: PARAPHRASE GENERATION AND EVALUATION USING SYNONYM SUBSTITUTION AND CHARACTER-LEVEL SIMILARITY METRICS
    KA Shetty, S Charishma
    Archives , 2026
    2026
  • DEEP LEARNING-BASED VIDEO CAPTIONING
    KA Shetty, KR Mithisha, PR Thrisha
    INTERNATIONAL CONFERENCE ON ADVANCED IT, ENGINEERING AND MANAGEMENT SACAIM … , 2026
    2026
  • SIMULATION-BASED BEHAVIOURAL CLONING FOR AUTONOMOUS VEHICLES USING AIRSIM
    KA Shetty, NA Pereira, LC Pereira
    INTERNATIONAL CONFERENCE ON ADVANCED IT, ENGINEERING AND MANAGEMENT SACAIM … , 2026
    2026
  • EYE DISEASE CLASSIFICATION USING DEEP LEARNING
    KA Shetty, PH Frenita Fernandes
    Archives , 2026
    2026
  • ANALYSING AND PREDICTING THE IMPACT OF WORK FROM HOME TRENDS ON EMPLOYEE PRODUCTIVITY: A MACHINE LEARNING APPROACH
    KA Shetty, S R Dhanushree
    Archives , 2026
    2026
  • DISEASE RISK PREDICTION USING AUTOMATED DIAGNOSIS SYMPTOMS
    KA Shetty, PS Rao, R Pereira
    INTERNATIONAL CONFERENCE ON ADVANCED IT, ENGINEERING AND MANAGEMENT SACAIM … , 2026
    2026
  • VIDEO CAPTIONING USING TRANSFORMERS AND BERT
    KA Shetty, IA Shravya
    Archives , 2026
    2026
  • SOLVING THE AI PUZZLE IN EDUCATION: STRATEGIES FOR OVERCOMING CHALLENGES
    KA Shetty, S Pranav
    Archives , 2026
    2026
  • TRUST MATTERS: ONGOING STAKEHOLDER CONFIDENCE IN AI FOR EDUCATION
    KA Shetty, TS Poojary, Y Madhavi
    INTERNATIONAL CONFERENCE ON ADVANCED IT, ENGINEERING AND MANAGEMENT SACAIM … , 2026
    2026
  • Sentence Vectors Enable GRU And Multi-Headed Attention-Based Video Captioning Framework For Specifying Events In MSVD Video Dataset
    KA Shetty, S Bhat
    INTERNATIONAL JOURNAL OF ADVANCES IN SIGNAL AND IMAGE SCIENCES, 916-939 , 2026
    2026
  • AI-Powered Augmented Reality (AR) Approach for Real-Time Wound Healing Visualization and Infection Risk Prediction
    K Poojary, A Raj, KA Shetty, K Adamsab
    2025 International Conference on Intelligent Systems and Pioneering … , 2025
    2025
  • ViT-LSTM Model for Predicting Water Body Shrinkage Due to Urbanization Using Satellite Images
    A Raj, KA Shetty, K Adamsab
    2025 International Conference on Intelligent Systems and Pioneering … , 2025
    2025
  • Branch LLM: A Local Branching Memory Interface for Exploratory Conversations
    M Isham, A Raj, KA Shetty, K Adamsab
    2025 International Conference on Intelligent Systems and Pioneering … , 2025
    2025
  • Advanced Lane Detection and Curvature Estimation for Autonomous Vehicles
    P Salian, KA Shetty, AC Thomas, S Salian
    2025 7th International Conference on Innovative Data Communication … , 2025
    2025
  • Real-Time Smart Bin Overflow Monitoring with YOLOv7
    KP Salian, S Salian, KA Shetty, AC Thomas, V Naik
    2025 6th International Conference on Electronics and Sustainable … , 2025
    2025
  • The role of positive psychology in fostering a balanced and supportive work environment
    MKA Shetty
    World Wide Journal of Multidisciplinary Research and Development 1 (1), 1-4 , 2025
    2025
    Citations: 1
  • MUSIC RECOMMENDATION SYSTEM FOR KIDS USING FACIAL EXPRESSION ANALYSIS
    KA Shetty, PM Shanbhag, KM Sanjay, S Bhat
    INFORMATION TECHNOLOGY & BIOINFORMATICS INTERNATIONAL CONFERENCE ON ADVANCE … , 2024
    2024
  • Intelligent Traffic Forecasting: Enhancing Real-Time Predictions with Machine Learning and Gated Recurrent Unit (GRU)
    KA Shetty, PJ Sebastian, S Ballal, S Bhat
    INFORMATION TECHNOLOGY & BIOINFORMATICS INTERNATIONAL CONFERENCE ON ADVANCE … , 2024
    2024
    Citations: 2
  • PRECISION MONITORING: UNVEILING THE SCIENCE BEHIND BLOOD SUGAR MONITORING USING MACHINE LEARNING
    KA Shetty, P Nayak, CS Saksha, S Bhat
    INFORMATION TECHNOLOGY & BIOINFORMATICS INTERNATIONAL CONFERENCE ON ADVANCE … , 2024
    2024

MOST CITED SCHOLAR PUBLICATIONS

  • A review on asymmetric cryptography–RSA and Elgamal algorithm
    A Shetty, K Shravya, K Krithika
    International Journal of Innovative Research in Computer and Communication … , 2014
    2014
    Citations: 49
  • The impact of social media on youth
    A Shetty, R Rosario, S Hyder
    International Journal of Innovative Research in Computer and Communication … , 2015
    2015
    Citations: 24
  • Advancement and contribution of mobile smartphones to the consumer
    KA Shetty, S Bhat
    International Journal of Case Studies in Business, IT and Education (IJCSBE … , 2022
    2022
    Citations: 16
  • Challenges faced by e-governance in India
    L Fernandes, MA Shetty
    International Journal of latest Trends in Engineering and technology … , 2016
    2016
    Citations: 4
  • A hybrid framework to refine queries using ontology
    B Sam, A Shetty
    Indian Journal of Science and Technology 8 (24), 1 , 2015
    2015
    Citations: 4
  • Machine learning algorithm for predicting ethylene responsive transcription factor in rice using an ensemble classifier
    A Shetty, N Hemalatha, VF Brendon, MM Shihab, MK Rajesh
    Procedia Computer Science 49, 128-135 , 2015
    2015
    Citations: 4
  • K., H D, R., Salian, S., Jayashree, Annapoorneshwari Shetty, K.: Wearable sensor-based gait analysis: advanced feature extraction techniques
    PS Karthik
    2024 Second International Conference on Advances in Information Technology … , 2024
    2024
    Citations: 3
  • A study on different approaches towards Aspect Oriented Requirements Engineering
    S Vijay, A Shetty
    Indian Journal of Computer Science and Engineering 2 (4), 407-419 , 2011
    2011
    Citations: 3
  • Intelligent Traffic Forecasting: Enhancing Real-Time Predictions with Machine Learning and Gated Recurrent Unit (GRU)
    KA Shetty, PJ Sebastian, S Ballal, S Bhat
    INFORMATION TECHNOLOGY & BIOINFORMATICS INTERNATIONAL CONFERENCE ON ADVANCE … , 2024
    2024
    Citations: 2
  • Wearable Sensor-Based Gait Analysis: Advanced Feature Extraction Techniques
    KP Salian, HD Ranjith, S Salian, KA Shetty
    2024 Second International Conference on Advances in Information Technology … , 2024
    2024
    Citations: 2
  • Implementation Benefits of Customer Relationship Management System in Small and Medium Enterprises
    K Sajan, A Shetty
    International Journal of Latest Trends in Engineering and Technology Special … , 2017
    2017
    Citations: 2
  • The role of positive psychology in fostering a balanced and supportive work environment
    MKA Shetty
    World Wide Journal of Multidisciplinary Research and Development 1 (1), 1-4 , 2025
    2025
    Citations: 1
  • Perceived Quality of Work Life and Its Influence on Organizational Commitment Among the Nurses of NABH-Accredited Hospitals in Karnataka, India
    RB Kumar, KA Shetty, T Vanitha
    Perspectives in Human Resources, 132-144 , 2024
    2024
    Citations: 1
  • INTELLIGENT NETWORK LOG ANALYSIS AND INTRUSION DETECTION USING MACHINE LEARNING
    KA Shetty, MKM Pratham
    Archives , 2026
    2026
  • ENHANCING KANNADA NATURAL LANGUAGE PROCESSING: PARAPHRASE GENERATION AND EVALUATION USING SYNONYM SUBSTITUTION AND CHARACTER-LEVEL SIMILARITY METRICS
    KA Shetty, S Charishma
    Archives , 2026
    2026
  • DEEP LEARNING-BASED VIDEO CAPTIONING
    KA Shetty, KR Mithisha, PR Thrisha
    INTERNATIONAL CONFERENCE ON ADVANCED IT, ENGINEERING AND MANAGEMENT SACAIM … , 2026
    2026
  • SIMULATION-BASED BEHAVIOURAL CLONING FOR AUTONOMOUS VEHICLES USING AIRSIM
    KA Shetty, NA Pereira, LC Pereira
    INTERNATIONAL CONFERENCE ON ADVANCED IT, ENGINEERING AND MANAGEMENT SACAIM … , 2026
    2026
  • EYE DISEASE CLASSIFICATION USING DEEP LEARNING
    KA Shetty, PH Frenita Fernandes
    Archives , 2026
    2026
  • ANALYSING AND PREDICTING THE IMPACT OF WORK FROM HOME TRENDS ON EMPLOYEE PRODUCTIVITY: A MACHINE LEARNING APPROACH
    KA Shetty, S R Dhanushree
    Archives , 2026
    2026
  • DISEASE RISK PREDICTION USING AUTOMATED DIAGNOSIS SYMPTOMS
    KA Shetty, PS Rao, R Pereira
    INTERNATIONAL CONFERENCE ON ADVANCED IT, ENGINEERING AND MANAGEMENT SACAIM … , 2026
    2026