Ashwin Perti

@galgotiasuniversity.edu.in

Assistant Professor, Department of Computer Science and Engineering
Galgotias University

Ashwin Perti


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https://researchid.co/ashwinperti
Founder, FusionTech innovations LLP || Data Scientist, Ghaziabad
Working as a Trainer and assistant professor
Department of CSE, School of Computer Science and Engineering.
Greater Noida, Uttar Pradesh, India

EDUCATION

M. Tech. in CSE
Pursuing a PhD from Dr. APj Aktu Lucknow.

RESEARCH, TEACHING, or OTHER INTERESTS

Engineering, General Engineering, Multidisciplinary, Computer Engineering
15

Scopus Publications

73

Scholar Citations

6

Scholar h-index

3

Scholar i10-index

Scopus Publications

  • Navigating Truth: Unraveling the Web of Fake News Through RAG
    Ashwin Perti, Yash Raj, Akarshan Upadhyay
    Smart Innovation Systems and Technologies, 2026
  • Face:Secure: A New Era of Intelligent Door Security
    Ashwin Perti, Bhaskar Bajaj, Anmol
    Lecture Notes in Networks and Systems, 2026
  • Document-level sentiment analysis using Jaya chimp optimisation algorithm-enabled deep residual network
    Manoj L. Bangare, Sampath Arpakkam Karuppan, Debarati Ghosal, Ashwin Perti, Sanjay Nakharu Prasad Kumar
    International Journal of Intelligent Information and Database Systems, 2026
  • Design and implementation of transition table for token recognizer with a given suffix
    Utkarsh Raj, Ashwin Perti, Vibhanshu Rajauria, Sanjeev Kumar Punia, Kumar Mishra
    Progressive Computational Intelligence Information Technology and Networking, 2025
  • Cognitive Hybrid Deep Learning-based Multi-modal Sentiment Analysis for Online Product Reviews
    Ashwin Perti, Amit Sinha, Ankit Vidyarthi
    ACM Transactions on Asian and Low Resource Language Information Processing, 2024
    Recently the field of sentiment analysis has gained a lot of attraction in literature. The idea that a machine can dynamically spot the text’s sentiments is fascinating. In this paper, we propose a method to classify the textual sentiments in Twitter feeds. In particular, we focus on analyzing the tweets of products as either positive or negative. The proposed technique utilizes a deep learning schema to learn and predict the sentiment by extracting features directly from the text. Specifically, we use Convolutional Neural Networks with different convolutional layers. Further, we experiment with LSTMs and try an ensemble of multiple models to get the best results. We employ an n-gram-based word embeddings approach to get the machine-level word representations. Testing of the method is conducted on real-world datasets. We have discovered that the ensemble technique yields the best results after conducting experiments on a huge corpus of more than one million tweets. To be specific, we get an accuracy of 84.95%. The proposed method is also compared with several existing methods. An extensive numerical investigation has revealed the superiority of the proposed work in actual deployment scenarios.
  • Algorithm Transparency and Interpretability for AI-Based Medical Imaging
    Amit Sinha, Ashwin Perti
    Computer Assisted Analysis for Digital Medicinal Imagery, 2024
    Transparency and interpretability of algorithms are essential factors required while developing and implementing AI-based medical imaging systems. Algorithm transparency ability lies in understanding and interpreting how an AI algorithm arrives at its decisions or predictions. This is the main challenge in implementing AI-based medical imaging techniques. Methods like explainable AI (XAI) are utilized to show how the algorithm makes decisions and points out important parts of the input data. These methods include feature visualization, attention mechanisms, artificial neural networks, and conceptNet. In our work, we perform extensive algorithmic testing and evaluation on various datasets, including external testing using real-world clinical data. The algorithm's advantages and disadvantages require openness in reporting evaluation results
  • Improved genetic algorithm-based sensor nodes deployment for barrier coverage
    Subash Harizan, Pratyay Kuila, Rajeev Kumar, Akhilendra Khare, Reeta Clonia, et al.
    International Journal of Sensor Networks, 2023
  • An IOT Based Medical Tracking System (IMTS) and Prediction with Probability of Infection
    Amit Sinha, Ashwin Perti, Suneet Kumar Gupta
    Studies in Systems Decision and Control, 2021
  • Security risks and challenges in iot-based applications
    Ashwin Perti, Alka Singh, Amit Sinha, Prabhat Kr. Srivastava
    Lecture Notes in Networks and Systems, 2021
  • Security implementations in iot using digital signature
    Purnima Gupta, Amit Sinha, Prabhat Kr. Srivastava, Ashwin Perti, Aswani Kumar Singh
    Lecture Notes in Electrical Engineering, 2021
  • Face Recognition from Surveillance Using Sequnetial CNN-Model
    Ashwin Perti, Mukul Pratap Singh, Harsh Panwar, Harsh Tyagi
    Icrito 2020 IEEE 8th International Conference on Reliability Infocom Technologies and Optimization Trends and Future Directions, 2020
  • Development of intelligent model for twitter sentiment analysis
    Ashwin Perti, Munesh Chandra Trivedi, Amit Sinha
    Materials Today Proceedings, 2020
  • Security issues with self-signed SSL certificates
    International Journal of Innovative Technology and Exploring Engineering, 2019
  • Novel idea for real-time health monitoring using wearable devices
    International Journal of Mechanical Engineering and Technology, 2018
  • Reliable AODV protocol for wireless ad hoc networking
    Ashwin Perti, Pradeep Sharma
    2009 IEEE International Advance Computing Conference Iacc 2009, 2009

RECENT SCHOLAR PUBLICATIONS

  • A55-35 CT Scan Derived Thoracic Body Composition Metrics and Outcomes in Acute Respiratory Failure Requiring Mechanical Ventilation
    P Jain, M Nouraie, X Meng, T Yu, J Wang, A Perti, G Kolkenberger, ...
    American Journal of Respiratory and Critical Care Medicine 212 (Supplement_1 … , 2026
    2026.0
  • Document-level sentiment analysis using Jaya chimp optimisation algorithm-enabled deep residual network
    ML Bangare, SA Karuppan, D Ghosal, A Perti, SNP Kumar
    International Journal of Intelligent Information and Database Systems 18 (2 … , 2026
    2026.0
  • Design and implementation of transition table for token recognizer with a given suffix
    U Raj, A Perti, V Rajauria, SK Punia, K Mishra
    Progressive Computational Intelligence, Information Technology and … , 2025
    2025.0
  • Face_Secure: A New Era of Intelligent Door Security
    A Perti, B Bajaj, Anmol
    International Conference on Data Analytics & Management, 162-173 , 2025
    2025.0
  • Navigating Truth: Unraveling the Web of Fake News Through RAG
    A Perti, Y Raj, A Upadhyay
    International Conference on Business Intelligence and Data Analytics, 225-235 , 2025
    2025.0
  • Algorithm Transparency and Interpretability for AI-Based Medical Imaging
    A Sinha, A Perti
    Computer-Assisted Analysis for Digital Medicinal Imagery, 339-364 , 2025
    2025.0
    Citations: 1
  • Cognitive hybrid deep learning-based multi-modal sentiment analysis for online product reviews
    A Perti, A Sinha, A Vidyarthi
    ACM Transactions on Asian and Low-Resource Language Information Processing … , 2024
    2024.0
    Citations: 12
  • eyeRoad–An App that Helps Visually Impaired Peoples
    NM Upadhyay, AP Singh, A Perti
    Available at SSRN 4825671 , 2024
    2024.0
    Citations: 1
  • Improved genetic algorithm-based sensor nodes deployment for barrier coverage
    S Harizan, P Kuila, R Kumar, A Khare, R Clonia, A Perti
    International Journal of Sensor Networks 43 (3), 146-157 , 2023
    2023.0
    Citations: 8
  • An Intelligent Method for Plastic Money Fraud Detection Using Isolation Forest Classifier
    A Perti, A Sinha, A Dixit
    Soft Computing for Problem Solving: Proceedings of SocProS 2020, Volume 1, 39-48 , 2021
    2021.0
  • Security risks and challenges in IoT-based applications
    A Perti, A Singh, A Sinha, PK Srivastava
    Proceedings of International Conference on Big Data, Machine Learning and … , 2020
    2020.0
    Citations: 7
  • Analysis of Smart Contract using Ethereum Blockchain
    H Singh, A Sinha, A Perti
    Authorea 2020 (1118) , 2020
    2020.0
  • An IOT Based Medical Tracking System (IMTS) and Prediction with Probability of Infection
    A Sinha, A Perti, SK Gupta
    Cognitive Internet of Medical Things for Smart Healthcare: Services and … , 2020
    2020.0
    Citations: 1
  • Security implementations in IoT using digital signature
    P Gupta, A Sinha, P Kr. Srivastava, A Perti, AK Singh
    Innovations in Electrical and Electronic Engineering: Proceedings of ICEEE … , 2020
    2020.0
    Citations: 14
  • Face Recognition from Surveillance Using Sequnetial CNN-Model
    A Perti, MP Singh, H Panwar, H Tyagi
    2020 8th International Conference on Reliability, Infocom Technologies and … , 2020
    2020.0
    Citations: 1
  • Development of intelligent model for twitter sentiment analysis
    A Perti, MC Trivedi, A Sinha
    Materials Today: Proceedings 33, 4515-4519 , 2020
    2020.0
    Citations: 9
  • Novel Idea for Real-Time Health Monitoring using Wearable Devices
    PK Sharma, A Srivastava, A Perti
    International Journal of Mechanical Engineering and Technology (IJMET) 9 (13 … , 2018
    2018.0
    Citations: 3
  • Evaluate Dynamic Source Routing Protocol Performance in Wireless MANET
    A Perti
    Int. J. Advanced Networking and Applications 5 (5), 2056-2059 , 2014
    2014.0
    Citations: 2
  • Reliable AODV protocol for wireless Ad hoc Networking
    A Perti, P Sharma
    2009 IEEE International Advance Computing Conference, 675-680 , 2009
    2009.0
    Citations: 14
  • Multi-Category Sentiment Classification Based on Conditional Random Fields for Research Publication on Sentiment Analysis Using Universal Dependencies
    A Perti, A Sinha
    Available at SSRN 4503734 , 0

MOST CITED SCHOLAR PUBLICATIONS

  • Security implementations in IoT using digital signature
    P Gupta, A Sinha, P Kr. Srivastava, A Perti, AK Singh
    Innovations in Electrical and Electronic Engineering: Proceedings of ICEEE … , 2020
    2020.0
    Citations: 14
  • Reliable AODV protocol for wireless Ad hoc Networking
    A Perti, P Sharma
    2009 IEEE International Advance Computing Conference, 675-680 , 2009
    2009.0
    Citations: 14
  • Cognitive hybrid deep learning-based multi-modal sentiment analysis for online product reviews
    A Perti, A Sinha, A Vidyarthi
    ACM Transactions on Asian and Low-Resource Language Information Processing … , 2024
    2024.0
    Citations: 12
  • Development of intelligent model for twitter sentiment analysis
    A Perti, MC Trivedi, A Sinha
    Materials Today: Proceedings 33, 4515-4519 , 2020
    2020.0
    Citations: 9
  • Improved genetic algorithm-based sensor nodes deployment for barrier coverage
    S Harizan, P Kuila, R Kumar, A Khare, R Clonia, A Perti
    International Journal of Sensor Networks 43 (3), 146-157 , 2023
    2023.0
    Citations: 8
  • Security risks and challenges in IoT-based applications
    A Perti, A Singh, A Sinha, PK Srivastava
    Proceedings of International Conference on Big Data, Machine Learning and … , 2020
    2020.0
    Citations: 7
  • Novel Idea for Real-Time Health Monitoring using Wearable Devices
    PK Sharma, A Srivastava, A Perti
    International Journal of Mechanical Engineering and Technology (IJMET) 9 (13 … , 2018
    2018.0
    Citations: 3
  • Evaluate Dynamic Source Routing Protocol Performance in Wireless MANET
    A Perti
    Int. J. Advanced Networking and Applications 5 (5), 2056-2059 , 2014
    2014.0
    Citations: 2
  • Algorithm Transparency and Interpretability for AI-Based Medical Imaging
    A Sinha, A Perti
    Computer-Assisted Analysis for Digital Medicinal Imagery, 339-364 , 2025
    2025.0
    Citations: 1
  • eyeRoad–An App that Helps Visually Impaired Peoples
    NM Upadhyay, AP Singh, A Perti
    Available at SSRN 4825671 , 2024
    2024.0
    Citations: 1
  • An IOT Based Medical Tracking System (IMTS) and Prediction with Probability of Infection
    A Sinha, A Perti, SK Gupta
    Cognitive Internet of Medical Things for Smart Healthcare: Services and … , 2020
    2020.0
    Citations: 1
  • Face Recognition from Surveillance Using Sequnetial CNN-Model
    A Perti, MP Singh, H Panwar, H Tyagi
    2020 8th International Conference on Reliability, Infocom Technologies and … , 2020
    2020.0
    Citations: 1
  • A55-35 CT Scan Derived Thoracic Body Composition Metrics and Outcomes in Acute Respiratory Failure Requiring Mechanical Ventilation
    P Jain, M Nouraie, X Meng, T Yu, J Wang, A Perti, G Kolkenberger, ...
    American Journal of Respiratory and Critical Care Medicine 212 (Supplement_1 … , 2026
    2026.0
  • Document-level sentiment analysis using Jaya chimp optimisation algorithm-enabled deep residual network
    ML Bangare, SA Karuppan, D Ghosal, A Perti, SNP Kumar
    International Journal of Intelligent Information and Database Systems 18 (2 … , 2026
    2026.0
  • Design and implementation of transition table for token recognizer with a given suffix
    U Raj, A Perti, V Rajauria, SK Punia, K Mishra
    Progressive Computational Intelligence, Information Technology and … , 2025
    2025.0
  • Face_Secure: A New Era of Intelligent Door Security
    A Perti, B Bajaj, Anmol
    International Conference on Data Analytics & Management, 162-173 , 2025
    2025.0
  • Navigating Truth: Unraveling the Web of Fake News Through RAG
    A Perti, Y Raj, A Upadhyay
    International Conference on Business Intelligence and Data Analytics, 225-235 , 2025
    2025.0
  • An Intelligent Method for Plastic Money Fraud Detection Using Isolation Forest Classifier
    A Perti, A Sinha, A Dixit
    Soft Computing for Problem Solving: Proceedings of SocProS 2020, Volume 1, 39-48 , 2021
    2021.0
  • Analysis of Smart Contract using Ethereum Blockchain
    H Singh, A Sinha, A Perti
    Authorea 2020 (1118) , 2020
    2020.0
  • Multi-Category Sentiment Classification Based on Conditional Random Fields for Research Publication on Sentiment Analysis Using Universal Dependencies
    A Perti, A Sinha
    Available at SSRN 4503734 , 0