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2025
Decoding Attention in Children with Attention Deficit Hyperactivity Disorder through Multimodal Analysis for Digital Learning
Saumya Yadav
In Proceedings of the Extended Abstracts of the CHI Conference on Human Factors in Computing Systems (pp. 1-6).
Towards Inclusive Education: Multimodal Classification of Textbook Images for Accessibility
Saumya Yadav, Élise Lincker, Caroline Huron, Stéphanie Martin, Camille Guinaudeau, Shin’ichi Satoh, Jainendra Shukla
In International Conference on Multimedia Modeling (pp. 212-225). Singapore: Springer Nature Singapore.
EngageME: Real-Time Spatiotemporal Attention Inference in Digital Learning Environments
Saumya Yadav, Aditya Upadhyay and Jainendra Shukla
International Conference on Technology 4 Education (T4E 2025) in IIT Madras, India.
2024
EngageME: Exploring Neuropsychological Tests for Assessing Attention in Online Learning
Saumya Yadav, Momin N Siddiqui, Yash Vats, Jainendra Shukla
In International Conference on Artificial Intelligence in Education (pp. 394-408). Cham: Springer Nature Switzerland.
Towards inclusive pedagogy: a multimodal classification of textbook illustrations for adapted learning environments
Saumya Yadav, Élise Lincker, Caroline Huron, Stéphanie Martin, Camille Guinaudeau, Shin'Ichi Satoh, Jainendra Shukla
In 31st Conference on Natural Language Processing (TALN 2024) (Vol. 1, pp. 708-719). ATALA & AFPC.
2023
EngageMe: Assessing Student Engagement in Online Learning Environment Using Neuropsychological Tests
Saumya Yadav, Momin Naushad Siddiqui, Jainendra Shukla
In International Conference on Artificial Intelligence in Education (pp. 148-154). Cham: Springer Nature Switzerland.
AttentioNet: Monitoring Student Attention Type in Learning with EEG-Based Measurement System
Dhruv Verma, Sejal Bhalla, SV Sai Santosh, Saumya Yadav, Aman Parnami, Jainendra Shukla
In 2023 11th International Conference on Affective Computing and Intelligent Interaction (ACII) (pp. 1-8). IEEE.
Intelligent approaches for disease detection and prevention
Saumya Yadav, Deepak Chandra Joshi, Abhishek Joshi, Sanjay Mathur, Manoj Bhatt
In Internet of Things in Modern Computing (pp. 113-132). CRC Press.
2022
An efficient convolutional neural network to detect and count blood cells
Rakesh Chandra Joshi, Saumya Yadav, Malay Kishore Dutta, Carlos M Travieso-Gonzalez
An efficient convolutional neural network to detect and count blood cells. Uniciencia, 36(1), 449-457.
Trustworthy Machine Learning for Cloud-Based Internet of Things (IoT)
Saumya Yadav, Rakesh Chandra Joshi, Divakar Yadav
In Transforming Management with AI, Big-Data, and IoT (pp. 155-167). Cham: Springer International Publishing.
Technological Developments in Internet of Things Using Deep Learning
Rakesh Chandra Joshi, Saumya Yadav, Divakar Yadav
In Transforming Management with AI, Big-Data, and IoT (pp. 261-271). Cham: Springer International Publishing.
2021
Identification of disease using deep learning and evaluation of bacteriosis in peach leaf
Saumya Yadav, Neha Sengar, Akriti Singh, Anushikha Singh, Malay Kishore Dutta
Ecological Informatics, 61, 101247.
A deep learning-based COVID-19 automatic diagnostic framework using chest X-ray images
Rakesh Chandra Joshi, Saumya Yadav, Vinay Kumar Pathak, Hardeep Singh Malhotra, Harsh Vardhan Singh Khokhar, Anit Parihar, Neera Kohli, D Himanshu, Ravindra K Garg, Madan Lal Brahma Bhatt, Raj Kumar, Naresh Pal Singh, Vijay Sardana, Radim Burget, Cesare Alippi, Carlos M Travieso-Gonzalez, Malay Kishore Dutta
A deep learning-based COVID-19 automatic diagnostic framework using chest X-ray images. Biocybernetics and Biomedical Engineering, 41(1), 239-254.
Automated System for Face-mask Detection using Convolutional Neural Network
Neha Sengar, Akriti Singh, Saumya Yadav, Malay Kishore Dutta
In Proceedings of the Seventh International Conference on Mathematics and Computing: ICMC 2021 (pp. 373-380). Singapore: Springer Singapore.
2020
Efficient multi-object detection and smart navigation using artificial intelligence for visually impaired people
Rakesh Chandra Joshi, Saumya Yadav, Malay Kishore Dutta, Carlos M Travieso-Gonzalez
Efficient multi-object detection and smart navigation using artificial intelligence for visually impaired people. Entropy, 22(9), 941.
Fusion of object recognition and obstacle detection approach for assisting visually challenged person
Saumya Yadav, Rakesh Chandra Joshi, Malay Kishore Dutta, Martin Kiac, Pavel Sikora
Fusion of object recognition and obstacle detection approach for assisting visually challenged person. In 2020 43rd International Conference on Telecommunications and Signal Processing (TSP) (pp. 537-540). IEEE.
YOLO-v3 based currency detection and recognition system for visually impaired persons
Rakesh Chandra Joshi, Saumya Yadav, Malay Kishore Dutta
In 2020 International Conference on Contemporary Computing and Applications (IC3A) (pp. 280-285). IEEE.