Sonali Agarwal

136 papers A 2B 6C 1Journal 80Unranked 38

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Ontology-Based Knowledge Modeling and Uncertainty-Aware Outdoor Air Quality Assessment Using Weighted Interval Type-2 Fuzzy Logic. CoRR Md Inzmam, Ritesh Chandra, Sadhana Tiwari, Sonali Agarwal, Triloki Pant
2026	J	`jnl`	Ontology-based knowledge modeling approach for big data analysis of interdependent health conditions in the diagnosis of non-communicable diseases. Knowl. Inf. Syst. Ritesh Chandra, Sonali Agarwal, Navjot Singh
2025	J	`jnl`	A Review of Ontology-Driven Big Data Analytics in Healthcare: Challenges, Tools, and Applications. CoRR Ritesh Chandra, Sonali Agarwal, Navjot Singh, Sadhana Tiwari
2025	J	`jnl`	A diagnosis and treatment of liver diseases: integrating batch processing, rule-based event detection and explainable artificial intelligence. Evol. Syst. Ritesh Chandra, Sadhana Tiwari, Satyam Rastogi, Sonali Agarwal
2025	A	`conf`	Co-Change Graph Entropy: A New Process Metric for Defect Prediction. EASE Ethari Hrishikesh, Amit Kumar, Meher Bhardwaj, Sonali Agarwal
2025	J	`jnl`	Co-Change Graph Entropy: A New Process Metric for Defect Prediction. CoRR Ethari Hrishikesh, Amit Kumar, Meher Bhardwaj, Sonali Agarwal
2025	J	`jnl`	Decision support system for Forest fire management using Ontology with Big Data and LLMs. Clust. Comput. Ritesh Chandra, Shashi Shekhar Kumar, Rushil Patra, Sonali Agarwal
2025	J	`jnl`	Fuzzy rule-based intelligent cardiovascular disease prediction using complex event processing. J. Supercomput. Shashi Shekhar Kumar, Ritesh Chandra, Anurag Harsh, Sonali Agarwal
2025	—	`conf`	Innovative Framework for Early Estimation of Mental Disorder Scores to Enable Timely Interventions. DEXA (1) Himanshi Singh, Sadhana Tiwari, Ritesh Chandra, Sonali Agarwal, Sanjay Kumar Sonbhadra, Vrijendra Singh
2025	J	`jnl`	Innovative Framework for Early Estimation of Mental Disorder Scores to Enable Timely Interventions. CoRR Himanshi Singh, Sadhana Tiwari, Sonali Agarwal, Ritesh Chandra, Sanjay Kumar Sonbhadra, Vrijendra Singh
2025	J	`jnl`	Multiclass classification in medical imaging using self-supervised learning vs supervised learning. J. Supercomput. Nitu Kumari, Sonali Agarwal
2025	J	`jnl`	Multimodal Data-Driven Classification of Mental Disorders: A Comprehensive Approach to Diagnosing Depression, Anxiety, and Schizophrenia. CoRR Himanshi Singh, Sadhana Tiwari, Sonali Agarwal, Ritesh Chandra, Sanjay Kumar Sonbhadra, Vrijendra Singh
2025	J	`jnl`	Multimodal image fusion on ECG signals for congestive heart failure classification. Multim. Tools Appl. Riya Panchal, Sadhana Tiwari, Sonali Agarwal
2025	J	`jnl`	OCEP: An Ontology-Based Complex Event Processing Framework for Healthcare Decision Support in Big Data Analytics. CoRR Ritesh Chandra, Sonali Agarwal, Shashi Shekhar Kumar, Navjot Singh
2025	—	`conf`	Ontology-Based Forest Fire Management Using Complex Event Processing and Large Language Models. DEXA (1) Ritesh Chandra, Sonali Agarwal, Sadhana Tiwari
2025	J	`jnl`	Real-Time Health Analytics Using Ontology-Driven Complex Event Processing and LLM Reasoning: A Tuberculosis Case Study. CoRR Ritesh Chandra, Sonali Agarwal, Navjot Singh
2024	J	`jnl`	A Methodology-Oriented Study of Catastrophic Forgetting in Incremental Deep Neural Networks. CoRR Ashutosh Kumar, Sonali Agarwal, D. Jude Hemanth
2024	J	`jnl`	A framework for developing a knowledge management platform. CoRR Marie Lisandra Zepeda Mendoza, Sonali Agarwal, James A. Blackshaw, Vanesa Bol, Audrey Fazzi, Filippo Fiorini, Amy Louise Foreman, Nancy George, Brett R. Johnson, Brian Martin, Dave McComb, Euphemia Mutasa-Gottgens, Helen Parkinson, Martin Romacker, Rolf Russell, Valérien Ségard, Shawn Zheng Kai Tan, Wei Kheng Teh, F. P. Winstanley, Benedict Wong, Adrian M. Smith
2024	J	`jnl`	A real-time approach for smart building operations prediction using rule-based complex event processing and SPARQL query. J. Supercomput. Shashi Shekhar Kumar, Ritesh Chandra, Sonali Agarwal
2024	—	`conf`	An Enhancement of Breast Cancer Abnormalities Detection Using Deep CNN. OCIT Ritesh Chandra, Shashi Shekhar Kumar, Sadhana Tiwari, Rushil Patra, Sonali Agarwal
2024	J	`jnl`	Decision support system for Forest fire management using Ontology with Big Data and LLMs. CoRR Ritesh Chandra, Shashi Shekhar Kumar, Rushil Patra, Sonali Agarwal
2024	J	`jnl`	Fuzzy Rule based Intelligent Cardiovascular Disease Prediction using Complex Event Processing. CoRR Shashi Shekhar Kumar, Anurag Harsh, Ritesh Chandra, Sonali Agarwal
2024	—	`conf`	Geolocated Event Detection using Graph Mining Approach on Real-Time Multimodal Data. ICCCNT Medha Mishra, Sadhana Tiwari, Ritesh Chandra, Sonali Agarwal, Sanjay Kumar Sonbhadra
2024	—	`conf`	Incremental Learning in Generative Adversarial Networks(GANs) using Pseudo Replay to overcome Catastrophic Forgetting. ICCCNT Ashutosh Kumar, Sonali Agarwal
2024	—	`conf`	Knowledge Retention in Incremental Learning using Deep Neural Networks. ICCCNT Ashutosh Kumar, Sonali Agarwal
2024	J	`jnl`	MLtoGAI: Semantic Web based with Machine Learning for Enhanced Disease Prediction and Personalized Recommendations using Generative AI. CoRR Shyam Dongre, Ritesh Chandra, Sonali Agarwal
2024	B	`conf`	Melanoma Classification using GAN based augmentation and Self-Supervised feature extraction. IEEE Big Data Akanksha Lal, Sadhana Tiwari, Rushil Patra, Sonali Agarwal
2024	J	`jnl`	Pinball-OCSVM for Early-Stage COVID-19 Diagnosis with Limited Posteroanterior Chest X-Ray Images. Int. J. Pattern Recognit. Artif. Intell. Sanjay Kumar Sonbhadra, Sonali Agarwal, P. Nagabhushan
2024	B	`conf`	Prevalence and Prediction of Unseen Co-Changes: A Graph-Based Approach. COMPSAC Amit Kumar, Ethari Hrishikesh, Yugandhar Deasi, Sonali Agarwal
2024	J	`jnl`	Rule based Complex Event Processing for an Air Quality Monitoring System in Smart City. CoRR Shashi Shekhar Kumar, Ritesh Chandra, Sonali Agarwal
2024	J	`jnl`	Rule based complex event processing for IoT applications: Review, classification and challenges. Expert Syst. J. Knowl. Eng. Shashi Shekhar Kumar, Sonali Agarwal
2024	—	`conf`	Unleashing Password Potential: VAEs vs GANs in a Password Guessing Duel. CVMI Siddhant Salve, Narinder Singh Punn, Deepak Kumar Dewangan, Sonali Agarwal
2023	—	`ed.`	16th Innovations in Software Engineering Conference, ISEC2023, Allahabad, India, February 23-25, 2023 ISEC Sonali Agarwal, Abhik Roychoudhury, Rahul Purandare, Saurabh Tiwari, Lov Kumar
2023	J	`jnl`	A Decision Support System for Liver Diseases Prediction: Integrating Batch Processing, Rule-Based Event Detection and SPARQL Query. CoRR Ritesh Chandra, Sadhana Tiwari, Satyam Rastogi, Sonali Agarwal
2023	—	`conf`	A Personalized Cancer Diagnosis using Text based Clinical Data with Machine Learning Models. OCIT Anand Geed, Ritesh Chandra, Sadhana Tiwari, Sonali Agarwal, Krishna Pratap Singh
2023	J	`jnl`	A Real-Time Approach for Smart Building Operations Prediction Using Rule-Based Complex Event Processing and SPARQL Query. CoRR Shashi Shekhar Kumar, Ritesh Chandra, Sonali Agarwal
2023	—	`conf`	AI-Enabled Learning for Imbalanced Class Data using Spark Streaming Concepts. OCIT Sadhana Tiwari, Mohammad Zohair, Ritesh Chandra, Sonali Agarwal, Parikshit Agarwal
2023	J	`jnl`	Empirical analysis of chronic disease dataset for multiclass classification using optimal feature selection based hybrid model with spark streaming. Future Gener. Comput. Syst. Sadhana Tiwari, Sonali Agarwal
2023	J	`jnl`	Handling catastrophic forgetting using cross-domain order in incremental deep learning. J. Electronic Imaging Ashutosh Kumar, Sonali Agarwal
2023	—	`ed.`	Neural Information Processing - 29th International Conference, ICONIP 2022, Virtual Event, November 22-26, 2022, Proceedings, Part I ICONIP (1) Mohammad Tanveer, Sonali Agarwal, Seiichi Ozawa, Asif Ekbal, Adam Jatowt
2023	—	`ed.`	Neural Information Processing - 29th International Conference, ICONIP 2022, Virtual Event, November 22-26, 2022, Proceedings, Part II ICONIP (2) Mohammad Tanveer, Sonali Agarwal, Seiichi Ozawa, Asif Ekbal, Adam Jatowt
2023	—	`ed.`	Neural Information Processing - 29th International Conference, ICONIP 2022, Virtual Event, November 22-26, 2022, Proceedings, Part III ICONIP (3) Mohammad Tanveer, Sonali Agarwal, Seiichi Ozawa, Asif Ekbal, Adam Jatowt
2023	—	`ed.`	Neural Information Processing - 29th International Conference, ICONIP 2022, Virtual Event, November 22-26, 2022, Proceedings, Part IV ICONIP (4) Mohammad Tanveer, Sonali Agarwal, Seiichi Ozawa, Asif Ekbal, Adam Jatowt
2023	—	`ed.`	Neural Information Processing - 29th International Conference, ICONIP 2022, Virtual Event, November 22-26, 2022, Proceedings, Part V ICONIP (5) Mohammad Tanveer, Sonali Agarwal, Seiichi Ozawa, Asif Ekbal, Adam Jatowt
2023	—	`ed.`	Neural Information Processing - 29th International Conference, ICONIP 2022, Virtual Event, November 22-26, 2022, Proceedings, Part VI ICONIP (6) Mohammad Tanveer, Sonali Agarwal, Seiichi Ozawa, Asif Ekbal, Adam Jatowt
2023	—	`ed.`	Neural Information Processing - 29th International Conference, ICONIP 2022, Virtual Event, November 22-26, 2022, Proceedings, Part VII ICONIP (7) Mohammad Tanveer, Sonali Agarwal, Seiichi Ozawa, Asif Ekbal, Adam Jatowt
2023	B	`conf`	Predicting Habitable Exoplanets in Different Star-Systems Using Deep Learning Based Anomaly Detection Approach. IJCNN Yash Patel, Sadhana Tiwari, Sanjay Kumar Sonbhadra, Sonali Agarwal
2023	J	`jnl`	Semantic rule Web-based Diagnosis and Treatment of Vector-Borne Diseases using SWRL rules. CoRR Ritesh Chandra, Sadhana Tiwari, Sonali Agarwal, Navjot Singh
2023	J	`jnl`	Semantic web-based diagnosis and treatment of vector-borne diseases using SWRL rules. Knowl. Based Syst. Ritesh Chandra, Sadhana Tiwari, Sonali Agarwal, Navjot Singh
2023	J	`jnl`	Target-class guided sample length reduction and training set selection of univariate time-series. Appl. Intell. Sanjay Kumar Sonbhadra, Sonali Agarwal, P. Nagabhushan
2022	—	`conf`	An Optimized Hybrid Solution for IoT Based Lifestyle Disease Classification Using Stress Data. ICONIP (7) Sadhana Tiwari, Ritesh Chandra, Sonali Agarwal
2022	J	`jnl`	An optimized hybrid solution for IoT based lifestyle disease classification using stress data. CoRR Sadhana Tiwari, Sonali Agarwal
2022	—	`conf`	Anomaly Detection in Surveillance Videos Using Transformer Based Attention Model. ICONIP (7) Kapil Deshpande, Narinder Singh Punn, Sanjay Kumar Sonbhadra, Sonali Agarwal
2022	J	`jnl`	Anomaly detection in surveillance videos using transformer based attention model. CoRR Kapil Deshpande, Narinder Singh Punn, Sanjay Kumar Sonbhadra, Sonali Agarwal
2022	J	`jnl`	BT-Unet: A self-supervised learning framework for biomedical image segmentation using barlow twins with U-net models. Mach. Learn. Narinder Singh Punn, Sonali Agarwal
2022	J	`jnl`	CHS-Net: A Deep Learning Approach for Hierarchical Segmentation of COVID-19 via CT Images. Neural Process. Lett. Narinder Singh Punn, Sonali Agarwal
2022	J	`jnl`	Empirical Analysis of Lifelog Data using Optimal Feature Selection based Unsupervised Logistic Regression (OFS-ULR) Model with Spark Streaming. CoRR Sadhana Tiwari, Sonali Agarwal
2022	J	`jnl`	Forecasting COVID- 19 cases using Statistical Models and Ontology-based Semantic Modelling: A real time data analytics approach. CoRR Sadhana Tiwari, Ritesh Chandra, Sonali Agarwal
2022	—	`conf`	Impact of the Composition of Feature Extraction and Class Sampling in Medicare Fraud Detection. ICONIP (3) Akrity Kumari, Narinder Singh Punn, Sanjay Kumar Sonbhadra, Sonali Agarwal
2022	J	`jnl`	Impact of the composition of feature extraction and class sampling in medicare fraud detection. CoRR Akrity Kumari, Narinder Singh Punn, Sanjay Kumar Sonbhadra, Sonali Agarwal
2022	J	`jnl`	Learning target class eigen subspace (LTC-ES) via eigen knowledge grid. Turkish J. Electr. Eng. Comput. Sci. Sanjay Kumar Sonbhadra, Sonali Agarwal, P. Nagabhushan
2022	J	`jnl`	Modality specific U-Net variants for biomedical image segmentation: a survey. Artif. Intell. Rev. Narinder Singh Punn, Sonali Agarwal
2022	J	`jnl`	RCA-IUnet: a residual cross-spatial attention-guided inception U-Net model for tumor segmentation in breast ultrasound imaging. Mach. Vis. Appl. Narinder Singh Punn, Sonali Agarwal
2022	J	`jnl`	Semantic Sensor Network Ontology based Decision Support System for Forest Fire Management. CoRR Ritesh Chandra, Sonali Agarwal, Navjot Singh
2022	J	`jnl`	Semantic sensor network ontology based decision support system for forest fire management. Ecol. Informatics Ritesh Chandra, Sonali Agarwal, Navjot Singh
2022	A	`conf`	Software Testing and Quality Assurance for Data Intensive Applications. EASE Sonali Agarwal, Sanjay Kumar Sonbhadra, Narinder Singh Punn
2021	J	`jnl`	A Shrewd Artificial Neural Network-Based Hybrid Model for Pervasive Stress Detection of Students Using Galvanic Skin Response and Electrocardiogram Signals. Big Data Sadhana Tiwari, Sonali Agarwal
2021	—	`conf`	Addressing the Class Imbalance Problem in Medical Image Segmentation via Accelerated Tversky Loss Function. PAKDD (3) Nikhil Nasalwai, Narinder Singh Punn, Sanjay Kumar Sonbhadra, Sonali Agarwal
2021	J	`jnl`	Automated diagnosis of COVID-19 with limited posteroanterior chest X-ray images using fine-tuned deep neural networks. Appl. Intell. Narinder Singh Punn, Sonali Agarwal
2021	—	`conf`	BERT-Based Sentiment Analysis: A Software Engineering Perspective. DEXA (1) Himanshu Batra, Narinder Singh Punn, Sanjay Kumar Sonbhadra, Sonali Agarwal
2021	J	`jnl`	BERT-Based Sentiment Analysis: A Software Engineering Perspective. CoRR Himanshu Batra, Narinder Singh Punn, Sanjay Kumar Sonbhadra, Sonali Agarwal
2021	J	`jnl`	BT-Unet: A self-supervised learning framework for biomedical image segmentation using Barlow Twins with U-Net models. CoRR Narinder Singh Punn, Sonali Agarwal
2021	—	`ed.`	Big Data Analytics - 9th International Conference, BDA 2021, Virtual Event, December 15-18, 2021, Proceedings BDA Satish Narayana Srirama, Jerry Chun-Wei Lin, Raj Bhatnagar, Sonali Agarwal, P. Krishna Reddy
2021	J	`jnl`	Design development and performance analysis of distributed least square twin support vector machine for binary classification. Turkish J. Electr. Eng. Comput. Sci. Bakshi Rohit Prasad, Sonali Agarwal
2021	B	`conf`	Discovering Fuzzy Frequent Spatial Patterns in Large Quantitative Spatiotemporal databases. FUZZ-IEEE Pamalla Veena, Sai Chithra Bommisetty, R. Uday Kiran, Sonali Agarwal, Koji Zettsu
2021	B	`conf`	Fruit classification using deep feature maps in the presence of deceptive similar classes. IJCNN Mohit Dandekar, Narinder Singh Punn, Sanjay Kumar Sonbhadra, Sonali Agarwal, Rage Uday Kiran
2021	—	`conf`	Hate Speech Detection Using Static BERT Embeddings. BDA Gaurav Rajput, Narinder Singh Punn, Sanjay Kumar Sonbhadra, Sonali Agarwal
2021	J	`jnl`	Hate speech detection using static BERT embeddings. CoRR Gaurav Rajput, Narinder Singh Punn, Sanjay Kumar Sonbhadra, Sonali Agarwal
2021	—	`conf`	Impact of Attention on Adversarial Robustness of Image Classification Models. IEEE BigData Prachi Agrawal, Narinder Singh Punn, Sanjay Kumar Sonbhadra, Sonali Agarwal
2021	J	`jnl`	Impact of Attention on Adversarial Robustness of Image Classification Models. CoRR Prachi Agrawal, Narinder Singh Punn, Sanjay Kumar Sonbhadra, Sonali Agarwal
2021	J	`jnl`	Learning Target Class Feature Subspace (LTC-FS) Using Eigenspace Analysis and N-ary Search-Based Autonomous Hyperparameter Tuning for OCSVM. Int. J. Pattern Recognit. Artif. Intell. Sanjay Kumar Sonbhadra, Sonali Agarwal, P. Nagabhushan
2021	J	`jnl`	Leveraging multifaceted proximity measures among developers in predicting future collaborations to improve the social capital of software projects. J. Univers. Comput. Sci. Amit Kumar, Sonali Agarwal
2021	—	`conf`	MAG-Net: Multi-task Attention Guided Network for Brain Tumor Segmentation and Classification. BDA Sachin Gupta, Narinder Singh Punn, Sanjay Kumar Sonbhadra, Sonali Agarwal
2021	J	`jnl`	MAG-Net: Mutli-task attention guided network for brain tumor segmentation and classification. CoRR Sachin Gupta, Narinder Singh Punn, Sanjay Kumar Sonbhadra, Sonali Agarwal
2021	J	`jnl`	Modality specific U-Net variants for biomedical image segmentation: A survey. CoRR Narinder Singh Punn, Sonali Agarwal
2021	J	`jnl`	Multi-modality encoded fusion with 3D inception U-net and decoder model for brain tumor segmentation. Multim. Tools Appl. Narinder Singh Punn, Sonali Agarwal
2021	J	`jnl`	RCA-IUnet: A residual cross-spatial attention guided inception U-Net model for tumor segmentation in breast ultrasound imaging. CoRR Narinder Singh Punn, Sonali Agarwal
2021	—	`conf`	Recommending Best Course of Treatment Based on Similarities of Prognostic Markers. ICONIP (2) Sudhanshu, Narinder Singh Punn, Sanjay Kumar Sonbhadra, Sonali Agarwal
2021	J	`jnl`	Recommending best course of treatment based on similarities of prognostic markers. CoRR Sudhanshu, Narinder Singh Punn, Sanjay Kumar Sonbhadra, Sonali Agarwal
2021	—	`conf`	Target Class Supervised Sample Length and Training Sample Reduction of Univariate Time Series. IEA/AIE (2) Sanjay Kumar Sonbhadra, Sonali Agarwal, P. Nagabhushan
2021	—	`conf`	Towards Machine Learning to Machine Wisdom: A Potential Quest. BDA P. Nagabhushan, Sanjay Kumar Sonbhadra, Narinder Singh Punn, Sonali Agarwal
2021	J	`jnl`	Web based disease prediction and recommender system. CoRR Harish Rajora, Narinder Singh Punn, Sanjay Kumar Sonbhadra, Sonali Agarwal
2021	J	`jnl`	White blood cell subtype detection and classification. CoRR Nalla Praveen, Narinder Singh Punn, Sanjay Kumar Sonbhadra, Sonali Agarwal
2020	J	`jnl`	Automated diagnosis of COVID-19 with limited posteroanterior chest X-ray images using fine-tuned deep neural networks. CoRR Narinder Singh Punn, Sonali Agarwal
2020	J	`jnl`	CHS-Net: A Deep learning approach for hierarchical segmentation of COVID-19 infected CT images. CoRR Narinder Singh Punn, Sonali Agarwal
2020	J	`jnl`	Early-stage COVID-19 diagnosis in presence of limited posteroanterior chest X-ray images via novel Pinball-OCSVM. CoRR Sanjay Kumar Sonbhadra, Sonali Agarwal, P. Nagabhushan
2020	J	`jnl`	Enhanced Behavioral Cloning Based self-driving Car Using Transfer Learning. CoRR Uppala Sumanth, Narinder Singh Punn, Sanjay Kumar Sonbhadra, Sonali Agarwal
2020	—	`conf`	Face Mask Detection Using Transfer Learning of InceptionV3. BDA G. Jignesh Chowdary, Narinder Singh Punn, Sanjay Kumar Sonbhadra, Sonali Agarwal
2020	J	`jnl`	Face Mask Detection using Transfer Learning of InceptionV3. CoRR G. Jignesh Chowdary, Narinder Singh Punn, Sanjay Kumar Sonbhadra, Sonali Agarwal
2020	J	`jnl`	Fruit classification using deep feature maps in the presence of deceptive similar classes. CoRR Mohit Dandekar, Narinder Singh Punn, Sanjay Kumar Sonbhadra, Sonali Agarwal
2020	J	`jnl`	Inception U-Net Architecture for Semantic Segmentation to Identify Nuclei in Microscopy Cell Images. ACM Trans. Multim. Comput. Commun. Appl. Narinder Singh Punn, Sonali Agarwal
2020	J	`jnl`	Monitoring COVID-19 social distancing with person detection and tracking via fine-tuned YOLO v3 and Deepsort techniques. CoRR Narinder Singh Punn, Sanjay Kumar Sonbhadra, Sonali Agarwal
2020	J	`jnl`	One-class support vector classifiers: A survey. Knowl. Based Syst. Shamshe Alam, Sanjay Kumar Sonbhadra, Sonali Agarwal, P. Nagabhushan
2020	J	`jnl`	Performance Analysis of Distributed Computing Frameworks for Big Data Analytics: Hadoop Vs Spark. Computación y Sistemas Shwet Ketu, Pramod Kumar Mishra, Sonali Agarwal
2020	J	`jnl`	Sample reduction using farthest boundary point estimation (FBPE) for support vector data description (SVDD). Pattern Recognit. Lett. Shamshe Alam, Sanjay Kumar Sonbhadra, Sonali Agarwal, P. Nagabhushan, Muhammad Tanveer
2020	J	`jnl`	Target specific mining of COVID-19 scholarly articles using one-class approach. CoRR Sanjay Kumar Sonbhadra, Sonali Agarwal, P. Nagabhushan
2020	J	`jnl`	Unleashing the power of disruptive and emerging technologies amid COVID-19: A detailed review. CoRR Sonali Agarwal, Narinder Singh Punn, Sanjay Kumar Sonbhadra, P. Nagabhushan, K. K. Soundra Pandian, Praveer Saxena
2019	C	`conf`	Anticounterfeiting in Pharmaceutical Supply Chain by establishing Proof of Ownership. TENCON Rohit Raj, Nandini Rai, Sonali Agarwal
2019	—	`conf`	Crowd Analysis for Congestion Control Early Warning System on Foot Over Bridge. IC3 Narinder Singh Punn, Sonali Agarwal
2019	B	`conf`	Scalable Least Square Twin Support Vector Machine Learning. DaWaK Bakshi Rohit Prasad, Sonali Agarwal
2019	—	`conf`	Studying Multifaceted Collaboration of OSS Developers and its Impact on their Bug Fixing Performance. QuASoQ@APSEC Mahen Gandhi, Amit Kumar, Yugandhar Desai, Sonali Agarwal
2018	—	`conf`	Cardiac Arrhythmia Detection from Single-lead ECG using CNN and LSTM assisted by Oversampling. ICACCI Dhwaj Verma, Sonali Agarwal
2018	—	`conf`	Favour prediction of Taxi services using real-time visualization. ICACCI Sonali Agrawal, Sanjay Kumar Sonbhadra, Sonali Agarwal
2018	—	`conf`	Post-Surgical Survival Forecasting of Breast Cancer Patient: A Novel Approach. ICACCI Devender Kaushik, Bakshi Rohit Prasad, Sanjay Kumar Sonbhadra, Sonali Agarwal
2018	—	`conf`	Testing Concept Drift Detection Technique on Data Stream. BDA Narinder Singh Punn, Sonali Agarwal
2018	—	`conf`	Zynq FPGA Based System Design for Video Surveillance with Sobel Edge Detection. iSES Sagar Eetha, Sonali Agarwal, Srikanth Neelam
2017	J	`jnl`	Critical parameter analysis of Vertical Hoeffding Tree for optimized performance using SAMOA. Int. J. Mach. Learn. Cybern. Bakshi Rohit Prasad, Sonali Agarwal
2017	—	`conf`	Cross domain sentiment analysis using transfer learning. ICIIS Bharat Gupta, Shivam Awasthi, Parshant Singh, Likhama Ram, Pramod Kumar, Bakshi Rohit Prasad, Sonali Agarwal
2017	J	`jnl`	Evaluation of Knowledge Gaps in Mathematical Applications of Thermal Image Processing Techniques for Fire Prevention. ACM Comput. Surv. Sayantan Nath, Sonali Agarwal, G. N. Pandey
2016	—	`conf`	Distributed feature selection using vertical partitioning for high dimensional data. ICACCI Bakshi Rohit Prasad, Unmesh Kishor Bendale, Sonali Agarwal
2016	—	`conf`	Distributed information gain theoretic feature selector using spark. ICIIS Bakshi Rohit Prasad, Unmesh Kishor Bendale, Sonali Agarwal
2016	J	`jnl`	Leaf Recognition for Plant Classification Using Direct Acyclic Graph Based Multi-Class Least Squares Twin Support Vector Machine. Int. J. Image Graph. Divya Tomar, Sonali Agarwal
2016	—	`conf`	MIMLTWSVM: Twin support vector machine for multi-instance multi-label learning. ICIIS Divya Tomar, Sonali Agarwal
2016	J	`jnl`	Prediction of Defective Software Modules Using Class Imbalance Learning. Appl. Comput. Intell. Soft Comput. Divya Tomar, Sonali Agarwal
2016	J	`jnl`	Twin Support Vector Machine for Multiple Instance Learning Based on Bag Dissimilarities. Adv. Artif. Intell. Divya Tomar, Sonali Agarwal
2015	J	`jnl`	A comparison on multi-class classification methods based on least squares twin support vector machine. Knowl. Based Syst. Divya Tomar, Sonali Agarwal
2015	J	`jnl`	An effective Weighted Multi-class Least Squares Twin Support Vector Machine for Imbalanced data classification. Int. J. Comput. Intell. Syst. Divya Tomar, Sonali Agarwal
2015	—	`conf`	Direct acyclic graph based multi-class twin support vector machine for pattern classification. CODS Divya Tomar, Sonali Agarwal
2015	—	`conf`	Effect of Corpus Size Selection on Performance of Map-Reduce Based Distributed K-Means for Big Textual Data Clustering. ICCCT Shwet Ketu, Bakshi Rohit Prasad, Sonali Agarwal
2015	—	`conf`	High speed streaming data analysis of web generated log streams. ICIIS Sonali Agarwal, Bakshi Rohit Prasad
2015	J	`jnl`	Hybrid Feature Selection Based Weighted Least Squares Twin Support Vector Machine Approach for Diagnosing Breast Cancer, Hepatitis, and Diabetes. Adv. Artif. Neural Syst. Divya Tomar, Sonali Agarwal
2015	J	`jnl`	Mathematical Foundation Based Inter-Connectivity modelling of Thermal Image processing technique for Fire Protection. EAI Endorsed Trans. Creative Technol. Sayantan Nath, Sonali Agarwal, G. N. Pandey
2015	—	`conf`	Performance enhancement of distributed K-Means clustering for big Data analytics through in-memory computation. IC3 Shwet Ketu, Sonali Agarwal
2014	J	`jnl`	An Emotion Detection System Based on Multi Least Squares Twin Support Vector Machine. Adv. Artif. Intell. Divya Tomar, Divya Ojha, Sonali Agarwal
2012	—	`conf`	Human computer interface design for neonatal intensive care with data mining. IHCI Sonali Agarwal, G. N. Pandey
2010	—	`conf`	SVM based context awareness using body area sensor network for pervasive healthcare monitoring. IITM Sonali Agarwal, Divya, G. N. Pandey