KRISHNA GANESH S M

@npsbcet.edu.in

Assistant Professor/Artificial Intelligence and Data Science
New Prince Shri Bhavani College of Engineering and Technology

KRISHNA GANESH S M


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https://researchid.co/krishnaganeshsm

RESEARCH, TEACHING, or OTHER INTERESTS

Computer Engineering, Artificial Intelligence, Computer Networks and Communications
3

Scopus Publications

40

Scholar Citations

4

Scholar h-index

1

Scholar i10-index

Scopus Publications

  • Computer-aided innovation for intelligent product design: a text mining and knowledge management approach
    S.M. Krishna Ganesh, Prolay Ghosh, Amit S. Tiwari, Bhushan S. Deore, Jignesh Hirapara, K. Hema, Debashis Dev Misra
    Future Technology, 2026
    The fast-paced innovation and the growing need for user-centric products hold traditional design approaches against the wall in the Industry 4.0 era. This research establishes a unified Computer-Aided Innovation (CAI) framework based on text mining, ontology-based knowledge management, and TRIZ-based reasoning to support intelligent product design. The framework uses natural language processing to extract user requirements, technical problems, and potential contradictions from unstructured textual content sources such as product reviews, patents, and technical information. These insights are then structured in a TRIZ-compliant knowledge base to enable the rapid, transparent, and traceable generation of concepts. A smart wearable health device was used as the case study to evaluate the system's performance, and the results showed that the ideation efficiency of all concepts was significantly improved, with all concepts produced in less than 20 minutes, and the results were balanced across novelty, feasibility, and usability metrics. Compared with traditional methods such as brainstorming and Quality Function Deployment (QFD), the proposed framework yielded richer insights, greater concept diversity, and more evidence-based recommendations. Despite these advantages, the approach appears sensitive to textual ambiguity, domain-specific terminology, and the long-term scalability of the ontology repository. Future research will focus on the following areas: leveraging multilingual data sources, combining generative AI with digital twin simulations for time-critical design exploration, and expanding the framework to other product domains. Overall, the proposed CAI framework is part of promoting systematic innovation by incorporating AI-assisted reasoning and structured knowledge representation in the early stages of product design.
  • Augmented Reality-Assisted Pediatric Surgery: A Machine Learning-Based Approach for Enhancing Accuracy
    Sumedha Bhardwaj, Swapna Narla, Md Nurul Absur, Shuvo Dutta, J B Hyzil, S M Krishna Ganesh
    1st International Conference on Advances in Computer Science Electrical Electronics and Communication Technologies Ce2ct 2025, 2025
    Numerous advancements have been identified as potentially disruptive innovations in the surgical workplace as surgical workflow continues to improve in the digital age. The application of virtual reality (VR) and augmented reality (AR) within health care to enhance the use of data for medical reasons is unavoidable given their rapid expansion in availability, affordability, and accessibility. Using augmented reality may help paediatric orthopaedic and trauma surgeons overcome the difficult problem of comprehending the spatial linkages among the implants, anatomy, and their instruments. As needs be, the current examination proposes another AR of the surgical scene that deftly incorporates the various information sources given by a mobile C-arm and a Kinect RGB-depth sensor. This paper present a learning-based worldview to perceive the significant items or life structures in both Kinect and data of X-ray, and to produce an object unambiguous pixel-wise alpha guide that permits importance based combination of the X-ray pictures and the video inside a solitary view. We demonstrate very encouraging results in 10 simulated procedures with the goal of giving physicians a better grasp of the surgical environment and an enhanced perception.
  • Consistent and power eifficient clustering protocol in wireless sensor networks
    International Journal of Applied Engineering Research, 2015

RECENT SCHOLAR PUBLICATIONS

  • Computer-aided innovation for intelligent product design: a text mining and knowledge management approach
    DDM S.M. Krishna Ganesh1*, Prolay Ghosh2, Amit S. Tiwari3, Bhushan S. Deore4 ...
    Future Technology Open Access Journal 5 (1), 278-289 , 2026
    2026
  • Block Chain – Enabled Smart Grid Energy Distribution
    SMK Ganesh
    IN Patent App. 2,025,410,554,598 , 2025
    2025
  • Glow of Awareness: Re-imaging Streetlights as Environmental Sentinels
    SMK Ganesh
    IN Patent App. 202,541,054,992 , 2025
    2025
  • Machine Learning Models For Enhanced Decision Making In Financial Fraud Detection
    SMK Ganesh
    2025
  • Machine Learning Based Robotic Equipment For Quarantined Patient
    SMK Ganesh
    IN Patent App. 4422211-001 , 2025
    2025
  • MACHINE LEARNING BASED ROBOTIC EQUIPMENT FOR QUARANTINED PATIENT
    DVK Mr.S.M.Krishna Ganesh,Dr.K.Saravanan, Dr. A. Maheshwari,Dr. Sumathy G,Dr ...
    IN Patent App. 4422211-001 , 2025
    2025
  • Augmented Reality-Assisted Pediatric Surgery: A Machine Learning-Based Approach for Enhancing Accuracy
    KG S M
    2025 First International Conference on Advances in Computer Science … , 2025
    2025
    Citations: 8
  • Optimizing Urban Planning with Multi-Agent Systems: A Case Study in Smart City Infrastructure
    RR D. Venkata Lakshmi, Krishna Ganesh S M, D. Bhavana, Preetha S, Roopa R
    Nanotechnology Perceptions 20 (16), 879-891 , 2024
    2024
  • Next-Generation Integrated Smart Home Automation System for Enhanced Monitoring and Security
    SMK Ganesh
    IN Patent App. 202,441,028,599 , 2024
    2024
  • Next-Generation Integrated Smart Home Automation System for Enhanced Monitoring and Security
    DBM Dr.Muthuvel Laxmikanthan, Dr.Jeyapratha Muthuvel, Mr.S.M.Krishna Ganesh
    IN Patent App. 202,441,028,599 , 2024
    2024
  • Gateway migration algorithm between mobile node and gateway node
    D A S, KG S M
    International Journal of Computer Science and Network Security (IJCSNS) 15 … , 2015
    2015
    Citations: 6
  • Steadfast Energy Efficient Clustering Protocol in Wireless Sensor Networks
    KG S M, S P
    INTERNATIONAL JOURNAL OF ADVANCED RESEARCH IN COMPUTER AND COMMUNICATION … , 2015
    2015
  • FLC based Maximum Power Point Tracking of Solar Photovoltaic System
    SMK Ganesh, M L
    International Journal of Computer Science & Applications (TIJCSA) 1 (6) , 2012
    2012
    Citations: 3
  • An Evolutionary Neural Network Architecture Optimization Algorithm for Handwritten Digits Recognition
    SMK Ganesh, P Saranya
    IOSR Journal of Engineering 2 (4), 726-730 , 2012
    2012
    Citations: 1
  • Bandwidth Secure VPN Using PRA with QOS
    SMK Ganesh, SV Jeyakumar, A SilesBalasingh
    International Journal of Advanced Research in Computer Science 3 (2) , 2012
    2012
  • Node Circulation in Cluster Computing Using ORCS
    KG S M
    International Conference on Information and Network Technology (ICINT) 2012 … , 2012
    2012
  • ROBUST Information Clustering Based on MDL
    KG S M
    International Journal of Modern Engineering Research 2 (4), 1482-1485 , 2012
    2012
  • Text Extraction from Document Metaphors
    KG S M
    International Journal of Advances in Science and Technology 4 (5), 25-30 , 2012
    2012
  • VPN Hose Model Provisioning using KDSVT
    SMK Ganesh
    International Journal of Computer Applications 2 (2), 43-51 , 2012
    2012
  • A STUDY ON CONSUMERS’ PERCEPTION ON NOKIA PHONES IN KANYAKUMARI DISTRICT
    KG S M
    International Journal of Research in Finance & Marketing 2 (4), 47-55 , 2012
    2012

MOST CITED SCHOLAR PUBLICATIONS

  • New enolic type bioactive constituents from Hyptis suaveolens (L.) Poit
    KG S M, SV Jayakumar
    Asian J. Plant Sci. Res 2 (4), 403-408 , 2012
    2012
    Citations: 12
  • Augmented Reality-Assisted Pediatric Surgery: A Machine Learning-Based Approach for Enhancing Accuracy
    KG S M
    2025 First International Conference on Advances in Computer Science … , 2025
    2025
    Citations: 8
  • Gateway migration algorithm between mobile node and gateway node
    D A S, KG S M
    International Journal of Computer Science and Network Security (IJCSNS) 15 … , 2015
    2015
    Citations: 6
  • The efficacy of aqueous methanolic extract of murraya koenigi (L.) spreng in alloxan induced diabetic albino rats
    KG S M, SV Jayakumar
    Asian Journal of Plant Science & Research , 2011
    2011
    Citations: 6
  • FLC based Maximum Power Point Tracking of Solar Photovoltaic System
    SMK Ganesh, M L
    International Journal of Computer Science & Applications (TIJCSA) 1 (6) , 2012
    2012
    Citations: 3
  • Privacy Enhanced Context-Aware Architecture for Ubiquitous Computing
    KG S M
    International Journal of Electronics and Computer Science Engineering 2 (1 … , 2010
    2010
    Citations: 3
  • An Evolutionary Neural Network Architecture Optimization Algorithm for Handwritten Digits Recognition
    SMK Ganesh, P Saranya
    IOSR Journal of Engineering 2 (4), 726-730 , 2012
    2012
    Citations: 1
  • OPTIMIZED APPROACH FOR PROVISIONING VPN IN THE HOSE MODEL WITH QOS
    SMK Ganesh
    Journal of Global Research in Computer Science 3 (2), 1-4 , 2012
    2012
    Citations: 1
  • Computer-aided innovation for intelligent product design: a text mining and knowledge management approach
    DDM S.M. Krishna Ganesh1*, Prolay Ghosh2, Amit S. Tiwari3, Bhushan S. Deore4 ...
    Future Technology Open Access Journal 5 (1), 278-289 , 2026
    2026
  • Block Chain – Enabled Smart Grid Energy Distribution
    SMK Ganesh
    IN Patent App. 2,025,410,554,598 , 2025
    2025
  • Glow of Awareness: Re-imaging Streetlights as Environmental Sentinels
    SMK Ganesh
    IN Patent App. 202,541,054,992 , 2025
    2025
  • Machine Learning Models For Enhanced Decision Making In Financial Fraud Detection
    SMK Ganesh
    2025
  • Machine Learning Based Robotic Equipment For Quarantined Patient
    SMK Ganesh
    IN Patent App. 4422211-001 , 2025
    2025
  • MACHINE LEARNING BASED ROBOTIC EQUIPMENT FOR QUARANTINED PATIENT
    DVK Mr.S.M.Krishna Ganesh,Dr.K.Saravanan, Dr. A. Maheshwari,Dr. Sumathy G,Dr ...
    IN Patent App. 4422211-001 , 2025
    2025
  • Optimizing Urban Planning with Multi-Agent Systems: A Case Study in Smart City Infrastructure
    RR D. Venkata Lakshmi, Krishna Ganesh S M, D. Bhavana, Preetha S, Roopa R
    Nanotechnology Perceptions 20 (16), 879-891 , 2024
    2024
  • Next-Generation Integrated Smart Home Automation System for Enhanced Monitoring and Security
    SMK Ganesh
    IN Patent App. 202,441,028,599 , 2024
    2024
  • Next-Generation Integrated Smart Home Automation System for Enhanced Monitoring and Security
    DBM Dr.Muthuvel Laxmikanthan, Dr.Jeyapratha Muthuvel, Mr.S.M.Krishna Ganesh
    IN Patent App. 202,441,028,599 , 2024
    2024
  • Steadfast Energy Efficient Clustering Protocol in Wireless Sensor Networks
    KG S M, S P
    INTERNATIONAL JOURNAL OF ADVANCED RESEARCH IN COMPUTER AND COMMUNICATION … , 2015
    2015
  • Bandwidth Secure VPN Using PRA with QOS
    SMK Ganesh, SV Jeyakumar, A SilesBalasingh
    International Journal of Advanced Research in Computer Science 3 (2) , 2012
    2012
  • Node Circulation in Cluster Computing Using ORCS
    KG S M
    International Conference on Information and Network Technology (ICINT) 2012 … , 2012
    2012