Patent:
PORTABLE COMPUTING DEVICE BASED SECURE MEDICAL RECORDS MANAGEMENT, (425612 ) , Granted March 2023
Journal:
Shikha, Divyashikha Sethia, and Prof. S. Indu, "A Systematic Review on Physiology-based Anxiety Detection using Machineย Learning", IOP Biomedical Physics and Engineering Express, Impact Factor 1.3, (SCOPUS), accepted April 2025
Chirag Ahuja, Divyashikha Sethia, "SS-EMERGE: Self-Supervised Enhancement for Multidomain Emotion Recognition using GNNs for EEGโ, Springer Nature Scientific Reports (April 2025). (SCIE)ย
Shikha, Divyashikha Sethia, and Prof. S. Indu. โST-CIRL: A Reinforcement Learning-Based Feature Selection Approach for Enhanced Anxiety Classificationโ Physiological Measurement ( Jan 2025). SCIE, Impact factor-2.3, Publisher: IOPScience. (SCIE)
Shagun Jain, Divyashikha Sethia, Kailash Tiwari,"Developing Novel Spectral Indices for Precise Estimation of Soil pH and Organic Carbon with Hyperspectral Data and Machine Learning", Springerย Environmental Monitoring and Assessment, Nov 2024, (SCIE), (Impact Factor 2.9)
Shikha, Divyashikha Sethia, S. Indu, "Optimization of Wearable Biosensor Data for Stress Classification Using Machine Learning and Explainable AI ", IEEE Access, Sep 2024 (SCIE) (Impact Factor 3.4)
Chirag, Divyashikha Sethia, "Harnessing Few-Shot Learning for EEG Signal Classification: A Survey of State-of-the-Art Techniques and Future Directions", Frontiers in Human Neuroscience Section Brain-Computer Interface, 2024 (SCIE) Impact factor 2.4)
Conferences:ย
Shagun Jain, Divyashikha Sethia & K.C. Tiwari,"CNViS-Net: A Self-Attention Framework for Predicting Soil Nutrients from Hyperspectral Data", IEEE International Conference on Frontier Technologies and Solutions. ICFTS March 2025.
Himanshu Sharma, Divyashikha Sethia,"iHDoc: Secure NFC Mobile-based Digital Document Signatures Prototype", IEEE International Conference on Intelligent Control, Computing and Communications (IC3), Feb 2025
Shikha, Dr. Divyashikha Sethia, Prof. S. Indu ,"A Review on Feature Selection Techniques for Anxiety Classification from Physiological Signals", IEEE 2025 First International Conference on Advances in Computer Science, Electrical, Electronics, and Communication Technologies (CE2CT-2025), Feb 2025ย
Shikha, Dr. Divyashikha Sethia, Prof. S. Indu, "CorLMI-FSA: An Efficient Feature Selection Approach for Stress Classification Using Physiological Signals", IEEE 2025 Fifth International Conference on Advances in Electrical, Computing, Communication and Sustainable Technologies (ICAECT-2025), Jan 2025ย
Himanshu Sharma, Divyashikha Sethia,"iDSign: Secure Lightweight Digital Document Signatures Framework with Mutual Authentication and Identity-Based Cryptography", IEEE 6th International Conference on Communication and Intelligent Systems (ICCIS 2024), Nov 2024.
Harshit Tyagi, Divyashikha Sethia,"P-MASFEP: security-enhanced PUF-based Mutual Authentication & Session key establishment using Fuzzy Extractor & PKI", Springer 3rd Congress on Smart Computing Technologies, Dec 2024.
Akshyat Shah, Shashi Sah, Shashvat Singhal, Shagun Jain and Divyashikha Sethia,"DSeP-xNet: A Feature Optimized Ensemble Framework for Hyperspectral-Based Soil Organic Carbon Prediction",IEEE International Conference on Augmented Reality, Intelligent Systems, and Industrial Automation, Dec 2024
Mohd Ibrahim Mallick, Mandeep, Divyashikha Sethia, A Machine Learning-Based Approach to Enhance Cybersecurity in Autonomous Vehiclesโ has been accepted for presentation during ICSCPS-2024
Ayush, Shikha, Divyashikha Sethia, "The Effectiveness of Advance Deep Learning Architectures for Classification of Stress using Raw EEG Data", IEEE APCIT July 2024.
Amriti Gupta, Kunal Nayyar, Harshit Chopra, Neha Gahlan, Divyashikha Sethia, "Multifaceted Discrete Emotion Recognition from EEG Physiological Signals via Machine Learning Techniques", IEEE 5th International Conference for Emerging Technology (INCET), May 2024
Shikha, Divyashikha Sethia, "Investigating the Effect of Sliding Window Length for EEG-based Anxiety Classification", IEEE APCIT July 2024.
Jaikishan Mohanty, Divyashikha Sethia, "๐ผ๐ฃ๐๐ง๐ค๐๐ ๐ผ๐ฅ๐ฅ ๐๐๐ก๐ฌ๐๐ง๐ ๐ฟ๐๐ฉ๐๐๐ฉ๐๐ค๐ฃ ๐ช๐จ๐๐ฃ๐ ๐๐ฉ๐๐๐ ๐๐ฃ๐ ๐ค๐ ๐๐๐๐๐๐ฃ๐ ๐๐๐๐ง๐ฃ๐๐ฃ๐ ๐ผ๐ก๐๐ค๐ง๐๐ฉ๐๐ข๐จ" at the 15๐ต๐ฉ ๐๐ฏ๐ต๐ฆ๐ณ๐ฏ๐ข๐ต๐ช๐ฐ๐ฏ๐ข๐ญ ๐๐ฐ๐ฏ๐ง๐ฆ๐ณ๐ฆ๐ฏ๐ค๐ฆ ๐ฐ๐ฏ ๐๐ฐ๐ฎ๐ฑ๐ถ๐ต๐ช๐ฏ๐จ, ๐๐ฐ๐ฎ๐ฎ๐ถ๐ฏ๐ช๐ค๐ข๐ต๐ช๐ฐ๐ฏ ๐ข๐ฏ๐ฅ ๐๐ฆ๐ต๐ธ๐ฐ๐ณ๐ฌ๐ช๐ฏ๐จ ๐๐ฆ๐ค๐ฉ๐ฏ๐ฐ๐ญ๐ฐ๐จ๐ช๐ฆ๐ด (๐๐๐๐๐๐ 2024), June 2024
Harsh Sharma, Kush Pandey, Divyashikha Sethia, โPreserving Privacy in Iris Recognition: A Federated Learning Approachโ, IEEE AIP June 2024
Shagun Jain, Divyashikha Sethia, "Comparative Analysis of Machine Learning Based Soil pH prediction using Spectral Bands and Indices", Springer ย Second International Conference on Agriculture-Centric Computation, May 2024ย
Jaikishan Mohanty, Divyashikha Sethia, "Android App Permission Detector Based on Machine Learning Models", IEEE IETCIT 2024, March 2024
Sourav Seal, Dr. Divyashikha Sethia, "Machine Learning Based Approach for Soil Chemical Property Estimation using Multispectral Data in Hungary", IEEE 4th INTERNATIONAL CONFERENCE ON EMERGING TRENDS AND TECHNOLOGIES ON INTELLIGENT SYSTEMS (ETTIS 2024), March 2024
Konjengbam Roshan Singh, Divyashikha Sethia, Group Authentication and Key Management Protocol with Chinese Remainder Theorem in Multicast Communication, International Conference on Innovation & Emerging Trends in Computing & Information Technology., Jan 2024
Abhinav Mathur, Shikha, Divyashikha Sethia, Body sensor-based Multimodal Nurse Stress Detection using Machine Learning, IEEE COMSNET Nethealth Jan 2024
Neha Gahlan, Divyashikha Sethia, "Emotion Recognition from Facial Expressions using Deep Recurrent Attention Network", IEEE COMSNET Nethealth Jan 2024
Sourav Seal, Divyashikha Sethia, "Soil Moisture Prediction Using Deep Learning on Hyperspectral Data", accepted in 2nd Workshop on SMART AGRICULTURE FOR THE ENVIRONMENTAL EMERGENCY (SmartAgr) ACM AI/ML conference Oct 2023
Shagun jain, Divyashikha Sethia, "A hybrid approach for soil nutrient estimation using multispectral data for Begium and Luxembourg.", Oct 2023, IEEE First International Conference on Advances in Electrical, Electronics and Computational Intelligence (ICAEECI)ย
Chirag Ahuja, Divyashikha Sethia, "Auto-Augmentation for Emotion Recognition in EEG - A Class and Subject Invariant Approach", IEEE 14th INTERNATIONAL CONFERENCE ON COMPUTING, COMMUNICATION AND NETWORKING TECHNOLOGIES (ICCCNT), July 2023
Praveen Singh Rawal, Divyashikha Sethia, "APEC: App Permission classification with Efficient Clustering", IEEE (CIISCA), June 2023, Bangalore
Praveen Singh Rawal, Divyashikha Sethia, "App Permission Classification dynamic Model (APCM)", The 14th International Conference on Computing, Communication and Networking Technologies (ICCCNT), july 2023, New Delhi
Shikha,ย Divyashikha Sethia,ย S. Indu, Ensemble Classifier for EEG-based Stress Classification: An Empirical Study on Stacking Classifiers, 3rd International Conference on Computational Electronics for Wireless Communications (ICCWC - 2023)
Konjengbam Roshan Singh and Divyashikha Sethia , ALPAK: (Anonymized Lightweight PUF-based group Authentication with Key distribution) for IoT Devices, IEEE 14th ICCCNT June 2023ย
Shagun jain, Divyashikha Sethia, "A review on application of artificial intelligence for identifying soil nutrients", International conference on agriculture centric computation, Springer May 2023
ย Neha Gahlan, Divyashikha Sethia, "Three Dimensional Emotion State Classification based on EEG via Empirical Mode Decomposition", IEEE INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND APPLICATIONS, April, 2023.
Garima Mazumdar, Karan Singh, Divyashikha Sethia, ML-Based Stress Classification and Detection Using Multimodal Affect Dataset, INTERNATIONAL CONFERENCE ONNETWORKS, INTELLIGENCE AND COMPUTING (ICONIC-2023) APRIL 28-29,TH 2023 (Socpus Indexed Taylor & Francis)
Sahgun, Divyashikha Sethia, "A Review on Applications of Artificial Intelligence For Identifying Soil Nutrients", IEEE International Conference on Agriculture-Centric Computation, 11th - 13th May 2023, Indian Institute of Technology Ropar.
Manan Agrawal, Mohd Ayaan Anwar, Neha Gahlan, Divyashikha Sethia, FedEmo: A Privacy-Preserving Framework for Emotion Recognition using EEG Physiological Data . COMSNET Nethealth Jan 2023.
Shikha, Divyashikha Sethia, S. Indu, Efficient Stress Detection System using Feature Selection and Ensemble Learning Method, 1stย INTERNATIONAL CONFERENCE ON Communication, Security and Artificial Intelligence Dec (ICCSAI - 2022)
Neha Ghalna, Divyashikha Sethia, "Fed-MLP: Federated Framework for Recognizing human Emotions via Physiological Signal EEG". IEEE ICCSAI, Dec 2022.ย
Prateek Singh, Lakshya, and Divyashikha Sethia, "Stock Price Prediction Using News Sentiment Analysis", IEEE International Conference for Intelligent Technologies (CONIT) June, 2022
Divyashikha Sethia, Anil Singh Parihar, Aheli Ghosh, Tanish Grover, Deep Diwakar, Shivam Kumar, Utkarsh Tyagi , "mFlameGaze: Mobile-Based Flame Gazing for Improving Sustained Attention", accepted in COMSNETS 2021 - NetHealth Workshop 2021, to be presented in Jan 2021.
Minni Jain, Rishabh Doshi, Vibhu Sehra, and Divyashikha Sethia,ย "Exploring the effects of different Embedding algorithms and Neural Architectures on early detection of Alzheimer's Disease", accepted in Springer. International Semantic Intelligence Conference (ISIC 2021),ย to be presented in Feb 2021.
Alwin T. Aind ; Akashdeep Ramnaney ; Divyashikha Sethia, Q-Bully: A Reinforcement Learning based Cyberbullying Detection Framework, IEEE Int Conf. Emerging Technology (INCET), 2020ย
Debarshi Nath, Anubhav, Mrigank Singh, Divyashikha Sethia, Diksha Kalra, S. Indu, "A Comparative Study of Subject-Dependent and Subject-Independent Strategies for EEG-Based Emotion Recognition using LSTM Network", ACM Int Conf ICCDA , San Jose, 2020
Debarshi Nath, Anubhav, Mrigank Singh, Divyashikha Sethia, Diksha Kalra, S. Indu, An Efficient Approach to EEG-Based EmotionRecognition using LSTM Network at IEEE conference 16th IEEE Colloquium on Signal Processing and its Applications (CSPA 2020), Malaysia,
Divyashikha Sethia et al., "Constant Size CP-ABE with Scalable Revocation for Resource-Constrained IoT Devices", IEEE Proc . Int. Conf. UEMCON 2019, New York
Gupta D., Sethia D., Gupta A., Sharma T. (2020) A Multiclass Classification of Epileptic Activity in Patients Using Wavelet Decomposition. In: Agarwal S., Verma S., Agrawal D. (eds) Machine Intelligence and Signal Processing. MISP 2019. Advances in Intelligent Systems and Computing, vol 1085. Springer, Singapore. https://doi.org/10.1007/978-981-15-1366-4_33
Preeti Naga, Divyashikha Sethia,ย Brain Mapping Based Stress Identification Using Portable EEG Based Deviceโ, COMSNET 2019 (BCI)
Zeya Umayya, Divyashikha Sethia, โPro-SRCC: Proxy-based Scalable Revocation for Constant Ciphertext lengthโ, Accepted in The Twelfth International Conference on Emerging Security Information, Systems and Technologies SECURWARE 2018,ย (Cryptography)
ย Harsh Dabas, Chaitanya Sethi, Chirag Dua, Mohit Dalawat and Divyashikha Sethia, "EEG-Based Attention Feedback to Improve Focus in E-Learning", ACM Proc. Int. Conf. Computer Science and Artificial Intelligence (CSAI 2018), (BCI)
Harsh Dabas, Chaitanya Sethi, Chirag Dua, Mohit Dalawat and Divyashikha Sethia, "Emotion Classification using EEG Signals" , ACM 2018 2nd International Conference on Computer Science and Artificial Intelligence (CSAI 2018), (BCI) Best Paper award.
Divyashikha Sethia, Huzur Saran, Daya Gupta, Harsh Dabas, Preeti Nagar, โSelective IoT Access with Scalable CP-ABE Revocation and Delegationโ, IEEE Proc. Int. Cong. Computational Science and Computational Intelligence, 2017 (Cryptography)
Preeti Nagar; Divyashikha Sethia ,โGroup authorization using threshold signatures for medical proceduresโ; 2017 9th International Conference on Communication Systems and Networks (COMSNETS), Year: Jan 2017, Pages: 492 โ 497, Award for paper presentation, (Cryptography)
ย Shalini Sheoran; Divyashikha Sethia; Huzur Saran , โOptimized MapFile Based Storage of Small Files in Hadoopโ; 2017 17th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGRID), June 2017
ย Divyashikha Sethia, Suraj Singh, Vaibhav Singhal, "ABE Based Raspberry Pi Secure Health Sensor (SHS)", Springer's Lecture Notes in Electrical Engineering, The Second International Symposium on Ubiquitous Networking (UNet 2016) (Cryptography)
Divyashikha Sethia, Daya Gupta, Huzur Saran, Security framework for portable NFC mobile based health record system,ย IEEE WiMob Oct, 2016 (Cryptography)
Divyashikha Sethia, Daya Gupta, Huzur Saran, Arpit Goyal, Radhika Kucchal, "Secure Distributed Backup Management Of Personal Health Records", E-Health, IADIS Proceedings, Madeira, Portugal, July 2016
Divyashikha Sethia, Daya Gupta, Mishika Gupta, Mayank Goyal and Parul Choudhary, "PCA based Health Card Access", accepted in IEEE International Conference on Wireless Communications, Signal Processing and Networking (WiSPNET 2016) (Cryptography)
Swati Mehta, Anant Chowdhary,Kartikeya Bhatt, Siddharth Bhatnagar, Divyashikha Sethia, "MRDMS-Mobile Replicated Database Management Synchronization", IEEE SPIN Feb 2014.
Divyashikha Sethia, Huzur Saran, Daya Gupta, Tanuj Mittal, Ujjwal Arora, "NFC Based Secure Mobile Healthcare System", IEEE COMSNET 2014
Soham Banerjee, Divyashikha Sethia, Tanuj Mittal, Ujjwal Arora, Akash Chauhan, "Secure Sensor Node with Raspberry Pi", IMPACT 2013, IEEE publications (Cryptography)
Tanuj Mittal, Lokesh Singhal, Divyashikha Sethia , "Optimized CPU Frequency Scaling on Android Devices Based on Foreground Running Application", AUC- 2012 Chennai, India, 2012, Springer LNEE.
Divyashikha Sethia, Shantanu Jain, Himadri Kakkar, "Automated NFC enabled Rural Healthcare for reliable patient record maintenance", Global Telehealth (GT2012) Conference November 2012 , Sydney, Australiaย
Gaurav Aggarwal, Gaurav Kumar, Divyashikha Sethia, โDynamic Prefix Caching of Videos with Lazy Updateโ, CCSEIT- 2012, Coimbatore, India, ACM.
Divyashikha Sethia, Huzur Saran, โError Resilient Video Streaming for Heterogeneous Networkโ, High Performance Computing HiPC 2006, Banglore, December 2006, published in Springer Verlag as Lecture Notes in Computer Science (LNCS).ย ย
Divyashikha Sethia, Huzur Saran,ย โResilient Video Streaming with Path Diversity for Heterogeneous Networksโ, Recent Advances in Peer-to-Peer Streaming (WRAIPS) 2006,Waterloo, Canada
ย ย ย Poster:
Nipun Batra, Amit Kothari, Divyashikha Sethia, "Optimizing Brightness Reduction for Battery Saving on Android mobile devices", IBM ICARE, 2011