All Stories

  1. Innovative Framework for Early Estimation of Mental Disorder Scores to Enable Timely Interventions

    Article • August 2025, Springer Science + Business Media

    Sonali Agarwal

  2. PATROL’S PAL: Anomaly Face Recognition from Low-Quality CCTV Footage

    Article • July 2025, Springer Science + Business Media

    Sonali Agarwal

  3. Co-Change Graph Entropy: A New Process Metric for Defect Prediction

    Article • June 2025, ACM (Association for Computing Machinery)

    Sonali Agarwal

  4. Sun-Earth system Lagrange point spacecraft orbit computation by numerical method and deep learning technique

    Article • Acta Astronautica, June 2024, Elsevier

    Sonali Agarwal

  5. Pinball-OCSVM for Early-Stage COVID-19 Diagnosis with Limited Posteroanterior Chest X-Ray Images

    Article • International Journal of Pattern Recognition and Artificial Intelligence, March 2024, World Scientific Pub Co Pte Lt

    Sonali Agarwal

  6. Anomaly Detection in Surveillance Videos Using Transformer Based Attention Model

    Article • January 2023, Springer Science + Business Media

    Sonali Agarwal

  7. Impact of the Composition of Feature Extraction and Class Sampling in Medicare Fraud Detection

    Article • January 2023, Springer Science + Business Media

    Sonali Agarwal

  8. Machine Learning Equipped Web-Based Disease Prediction and Recommender System

    Article • January 2022, Springer Science + Business Media

    Sonali Agarwal

  9. Design development and performance analysis of distributed least square twin support vector machine for binary classification

    Article • TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES, November 2021, The Scientific and Technological Research Council of Turkey (TUBITAK-ULAKBIM) - DIGITAL COMMONS JOURNALS

    Sonali Agarwal

  10. Enhanced Behavioral Cloning-Based Self-driving Car Using Transfer Learning

    Article • September 2021, Springer Science + Business Media

    Sonali Agarwal

  11. Data Stream Management for CPS-based Healthcare: A Contemporary Review

    Article • IETE Technical Review, July 2021, Taylor & Francis

    Sonali Agarwal

  12. Target Class Supervised Sample Length and Training Sample Reduction of Univariate Time Series

    Article • January 2021, Springer Science + Business Media

    Sonali Agarwal

  13. Towards Machine Learning to Machine Wisdom: A Potential Quest

    Article • January 2021, Springer Science + Business Media

    Sonali Agarwal

  14. One-class support vector classifiers: A survey

    Article • Knowledge-Based Systems, May 2020, Elsevier

    Sonali Agarwal

  15. Automatic Identification and segmentation of the nuclei in the microscopy cell images.

    Article • ACM Transactions on Multimedia Computing Communications and Applications, April 2020, ACM (Association for Computing Machinery)

    Nairnder Singh Punn, Sonali Agarwal

  16. An Application of Ensemble and Deep Learning Models in Predictive Analytics

    Article • April 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Sonali Agarwal

  17. Sample reduction using farthest boundary point estimation (FBPE) for support vector data description (SVDD)

    Article • Pattern Recognition Letters, March 2020, Elsevier

    Sonali Agarwal

  18. Cardiovascular Disease Prediction Using Machine Learning Tools

    Article • January 2020, Springer Science + Business Media

    Sonali Agarwal

  19. Hexa-Directional Feature Extraction for Target-Specific Handwritten Digit Recognition

    Article • January 2020, Springer Science + Business Media

    Sonali Agarwal

  20. Anticounterfeiting in Pharmaceutical Supply Chain by establishing Proof of Ownership

    Article • October 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Sonali Agarwal

  21. Classification of Physiological Signals for Emotion Recognition using IoT

    Article • September 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Sonali Agarwal

  22. Gesture recognition by learning local motion signatures using smartphones

    Article • September 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Sonali Agarwal

  23. Privacy Control In Social Networks By Trust Aware Link Prediction

    Article • September 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Sonali Agarwal

  24. Testing Big Data Application

    Article • September 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Sonali Agarwal

  25. Crowd Analysis for Congestion Control Early Warning System on Foot Over Bridge

    Article • August 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Sonali Agarwal

  26. Concept Drift Detection in Email Dataset through Intention Based Segmentation

    Article • May 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Sonali Agarwal

  27. Predictive Analytics using Ensemble Models

    Article • May 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Sonali Agarwal

  28. Scalable Least Square Twin Support Vector Machine Learning

    Article • January 2019, Springer Science + Business Media

    Sonali Agarwal

  29. Cardiac Arrhythmia Detection from Single-lead ECG using CNN and LSTM assisted by Oversampling

    Article • September 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Sonali Agarwal

  30. Favour prediction of Taxi services using real-time visualization

    Article • September 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Sonali Agarwal

  31. Post-Surgical Survival Forecasting of Breast Cancer Patient: A Novel Approach

    Article • September 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Sonali Agarwal

  32. Evaluation of MapReduce-Based Distributed Parallel Machine Learning Algorithms

    Article • January 2018, Springer Science + Business Media

    Sonali Agarwal

  33. Movie Box-Office Gross Revenue Estimation

    Article • January 2018, Springer Science + Business Media

    Sonali Agarwal

  34. Taxi Travel Time Prediction Using Ensemble-Based Random Forest and Gradient Boosting Model

    Article • January 2018, Springer Science + Business Media

    Sonali Agarwal

  35. Testing Concept Drift Detection Technique on Data Stream

    Article • January 2018, Springer Science + Business Media

    Sonali Agarwal

  36. Cross domain sentiment analysis using transfer learning

    Article • December 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Sonali Agarwal

  37. Real time complex event processing and analytics for smart building

    Article • November 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Sonali Agarwal

  38. Real time mining of ego networks for exploring social associations

    Article • November 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Sonali Agarwal

  39. Prediction of star ratings from online reviews

    Article • November 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Sonali Agarwal

  40. Performance Analysis and Optimization of Spark Streaming Applications Through Effective Control Parameters Tuning

    Article • August 2017, Springer Science + Business Media

    Sonali Agarwal

  41. Anomalous behavior detection in social networking

    Article • July 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Sonali Agarwal

  42. Automatic multi-label image annotation for smart cities

    Article • July 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Sonali Agarwal

  43. Evaluation of Knowledge Gaps in Mathematical Applications of Thermal Image Processing Techniques for Fire Prevention

    Article • ACM Computing Surveys, April 2017, ACM (Association for Computing Machinery)

    Sonali Agarwal

  44. Multiple Instance Learning Based on Twin Support Vector Machine

    Article • January 2017, Springer Science + Business Media

    Sonali Agarwal

  45. Distributed information gain theoretic feature selector using spark

    Article • December 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Sonali Agarwal

  46. MIMLTWSVM: Twin support vector machine for multi-instance multi-label learning

    Article • December 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Sonali Agarwal

  47. Stream Data Mining: Platforms, Algorithms, Performance Evaluators and Research Trends

    Article • International Journal of Database Theory and Application, September 2016, NADIA

    Sonali Agarwal

  48. Distributed feature selection using vertical partitioning for high dimensional data

    Article • September 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Sonali Agarwal

  49. Leaf Recognition for Plant Classification Using Direct Acyclic Graph Based Multi-Class Least Squares Twin Support Vector Machine

    Article • International Journal of Image and Graphics, July 2016, World Scientific Pub Co Pte Lt

    Sonali Agarwal

  50. Link Prediction for Authorship Association in Heterogeneous Network Using Streaming Classification

    Article • International Journal of Grid and Distributed Computing, April 2016, NADIA

    Sonali Agarwal

  51. Critical parameter analysis of Vertical Hoeffding Tree for optimized performance using SAMOA

    Article • International Journal of Machine Learning and Cybernetics, February 2016, Springer Science + Business Media

    Sonali Agarwal

  52. A Multilabel Approach Using Binary Relevance and One-versus-Rest Least Squares Twin Support Vector Machine for Scene Classification

    Article • February 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Sonali Agarwal

  53. Process Mining for Clinical Workflows

    Article • January 2016, ACM (Association for Computing Machinery)

    Sonali Agarwal

  54. Three-way decision based Defect Prediction for Object Oriented Software

    Article • January 2016, ACM (Association for Computing Machinery)

    Sonali Agarwal

  55. High speed streaming data analysis of web generated log streams

    Article • December 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Sonali Agarwal

  56. Clustering based novel test case prioritization technique

    Article • November 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Sonali Agarwal

  57. Multi-class Twin Support Vector Machine for Pattern Classification

    Article • October 2015, Springer Science + Business Media

    Sonali Agarwal

  58. Multi-label Classifier for Emotion Recognition from Music

    Article • October 2015, Springer Science + Business Media

    Sonali Agarwal

  59. Effect of Corpus Size Selection on Performance of Map-Reduce Based Distributed K-Means for Big Textual Data Clustering

    Article • September 2015, ACM (Association for Computing Machinery)

    Sonali Agarwal

  60. Performance enhancement of distributed K-Means clustering for big Data analytics through in-memory computation

    Article • August 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Sonali Agarwal

  61. A comparison on multi-class classification methods based on least squares twin support vector machine

    Article • Knowledge-Based Systems, June 2015, Elsevier

    Sonali Agarwal

  62. Direct acyclic graph based multi-class twin support vector machine for pattern classification

    Article • March 2015, ACM (Association for Computing Machinery)

    Sonali Agarwal

  63. Twin Support Vector Machine: A review from 2007 to 2014

    Article • Egyptian Informatics Journal, March 2015, Elsevier

    Sonali Agarwal

  64. Hybrid Feature Selection Based Weighted Least Squares Twin Support Vector Machine Approach for Diagnosing Breast Cancer, Hepatitis, and Diabetes

    Article • Advances in Artificial Neural Systems, January 2015, Wiley

    Sonali Agarwal

  65. A Complete Survey on Software Architectural Styles and Patterns

    Article • Procedia Computer Science, January 2015, Elsevier

    Sonali Agarwal

  66. An effective Weighted Multi-class Least Squares Twin Support Vector Machine for Imbalanced data classification

    Article • International Journal of Computational Intelligence Systems, January 2015, Springer Science + Business Media

    Sonali Agarwal

  67. An Emotion Detection System Based on Multi Least Squares Twin Support Vector Machine

    Article • Advances in Artificial Intelligence, December 2014, Wiley

    Sonali Agarwal

  68. An efficient Parkinson disease diagnosis system based on Least Squares Twin Support Vector Machine and Particle Swarm Optimization

    Article • December 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Sonali Agarwal

  69. High numeric coherent association rule mining with a particular categorical consequent class attribute

    Article • December 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Sonali Agarwal

  70. Modeling risk prediction of diabetes — A preventive measure

    Article • December 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Sonali Agarwal

  71. Clinical decision support system for diabetes disease diagnosis using optimized neural network

    Article • May 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Sonali Agarwal

  72. Hybrid approach for tuberculosis data classification using optimal centroid selection based clustering

    Article • May 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Sonali Agarwal

  73. Feature Selection based Least Square Twin Support Vector Machine for Diagnosis of Heart Disease

    Article • International Journal of Bio-Science and Bio-Technology, April 2014, Global Vision School Publication

    Sonali Agarwal

  74. Prediction of software defects using Twin Support Vector Machine

    Article • March 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Sonali Agarwal

  75. Predicting the survivability of breast cancer patients using ensemble approach

    Article • February 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Sonali Agarwal

  76. Data mining based pervasive system design for Intensive Care Unit

    Article • January 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Sonali Agarwal

  77. A Hybrid Approach of Requirement Engineering in Agile Software Development

    Article • December 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Sonali Agarwal

  78. An Integrated Approach towards the Prediction of Likelihood of Diabetes

    Article • December 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Sonali Agarwal

  79. A survey on Data Mining approaches for Healthcare

    Article • International Journal of Bio-Science and Bio-Technology, October 2013, Global Vision School Publication

    Sonali Agarwal

  80. Clustering of lung cancer data using Foggy K-means

    Article • July 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Sonali Agarwal

  81. Human computer interface design for neonatal intensive care with data mining

    Article • December 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Sonali Agarwal

  82. Weighted support vector regression approach for remote healthcare monitoring

    Article • June 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Sonali Agarwal

  83. SVM based context awareness using body area sensor network for pervasive healthcare monitoring

    Article • January 2010, ACM (Association for Computing Machinery)

    Sonali Agarwal