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Details of International Journals

  1. Chowdary, G. Jignesh, Narinder Singh Punn, Sanjay Kumar Sonbhadra, and Sonali Agarwal. "Face mask detection using transfer learning of inceptionv3." In International Conference on Big Data Analytics, pp. 81-90. Springer, Cham, 2020.
  2. Punn, Narinder Singh, and Sonali Agarwal. "CHS-Net: A Deep learning approach for hierarchical segmentation of COVID-19 infected CT images." arXiv preprint arXiv:2012.07079 (2020).
  3. Sonbhadra, Sanjay Kumar, Sonali Agarwal, and P. Nagabhushan. "Target specific mining of COVID-19 scholarly articles using one-class approach." Chaos, Solitons & Fractals 140 (2020): 110155.
  4. Punn, Narinder Singh, and Sonali Agarwal. "Automated diagnosis of COVID-19 with limited posteroanterior chest X-ray images using fine-tuned deep neural networks." Applied Intelligence (2020): 1-14.
  5. Sonbhadra, Sanjay Kumar, Sonali Agarwal, and P. Nagabhushan. "Early-stage COVID-19 diagnosis in presence of limited posteroanterior chest X-ray images via novel Pinball-OCSVM." arXiv preprint arXiv:2010.08115 (2020).
  6. Sonbhadra, Sanjay Kumar, Sonali Agarwal, Mohammad Syafrullah, and Krisna Adiyarta. "Email classification via intention-based segmentation." In 2020 7th International Conference on Electrical Engineering, Computer Sciences and Informatics (EECSI), pp. 38-44. IEEE, 2020.
  7. Sonbhadra, Sanjay Kumar, Sonali Agarwal, Mohammad Syafrullah, and Krisna Adiyarta. "Person tracking with non-overlapping multiple cameras." In 2020 7th International Conference on Electrical Engineering, Computer Sciences and Informatics (EECSI), pp. 137-143. IEEE, 2020.
  8. Sonbhadra, Sanjay Kumar, Sonali Agarwal, Mohammad Syafrullah, and Krisna Adiyarta. "Aggressive driving behaviour classification using smartphone's accelerometer sensor." In 2020 7th International Conference on Electrical Engineering, Computer Sciences and Informatics (EECSI), pp. 77-82. IEEE, 2020.
  9. Punn, Narinder Singh, and Sonali Agarwal . "Multi-modality encoded fusion with 3D inception U-net and decoder model for brain tumor segmentation." Multimedia Tools and Applications (2020): 1-16.
  10. Dandekar, Mohit, Narinder Singh Punn, Sanjay Kumar Sonbhadra, and Sonali Agarwal . "Fruit classification using deep feature maps in the presence of deceptive similar classes." arXiv preprint arXiv:2007.05942 (2020).
  11. Sumanth, Uppala, Narinder Singh Punn, Sanjay Kumar Sonbhadra, and Sonali Agarwal . "Enhanced Behavioral Cloning Based self-driving Car Using Transfer Learning." arXiv preprint arXiv:2007.05740 (2020).
  12. Ketu, Shwet, Pramod Kumar Mishra, and Sonali Agarwal . "Performance Analysis of Distributed Computing Frameworks for Big Data Analytics: Hadoop Vs Spark." Computación y Sistemas 24, no. 2 (2020).
  13. Sonali Agarwal , Narinder Singh Punn, Sanjay Kumar Sonbhadra, P. Nagabhushan, K. K. Pandian, and Praveer Saxena. "Unleashing the power of disruptive and emerging technologies amid COVID 2019: A detailed review." arXiv preprint arXiv:2005.11507 (2020).
  14. Narinder Singh Punn, Sanjay Kumar Sonbhadra, and Sonali Agarwal . "Monitoring COVID-19 social distancing with person detection and tracking via fine-tuned YOLO v3 and Deepsort techniques." arXiv preprint arXiv:2005.01385 (2020).
  15. Sanjay Kumar Sonbhadra, Sonali Agarwal , and P. Nagabhushan. "Target specific mining of COVID-19 scholarly articles using one-class approach." arXiv preprint arXiv:2004.11706 (2020).
  16. Narinder Singh Punn, and Sonali Agarwal ."Automated diagnosis of COVID-19 with limited posteroanterior chest X-ray images using fine-tuned deep neural networks. " arXiv preprint arXiv:2004.11676 (2020).
  17. Shamshe Alam, Sanjay Kumar Sonbhadra, Sonali Agarwal and P. Nagabhushan. "One-class support vector classifiers: A survey." Knowledge-Based Systems (2020): 105754.
  18. Shwet Ketu, Pramod Kumar Mishra, and Sonali Agarwal "Performance Analysis of Distributed Computing Frameworks for Big Data Analytics: Hadoop Vs Spark." Computación y Sistemas 24, no. 2 (2020).
  19. Narinder Singh Punn, and Sonali Agarwal, ." Inception U-Net Architecture for Semantic Segmentation to Identify Nuclei in Microscopy Cell Images." ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM) 16, no. 1 (2020): 1-15.
  20. Narinder Singh Punn, Sanjay Kumar Sonbhadra, and Sonali Agarwal, . "COVID-19 Epidemic Analysis using Machine Learning and Deep Learning Algorithms." medRxiv (2020).
  21. Shamshe Alam, Sanjay Kumar Sonbhadra, Sonali Agarwal, P. Nagabhushan, M. Tanveer, "Sample reduction using Farthest Boundary Point Estimation (FBPE) for Support Vector Data Description (SVDD)" Pattern Recognition Letters, Volume 131, March 2020, Pages 268-276. SCI Journal, Impact Factor: 2.81.
  22. Nath, Sayantan, Sonali Agarwal, G. N. Pandey, "Modeling of Temperature Data of Coal Samples by Event-Time Continuum Analysis." OmniScience: A Multi-disciplinary Journal 6.1 (2019): 16-35.
  23. Sayantan Nath Sonali Agarwal "Evaluation of Knowledge Gaps for Mathematical Applications in Thermographic Image Processing Technique", has been accepted for publication in ACM Computing Surveys, 2016, 5 Year Impact Factor :6.559.
  24. Bakshi Rohit Prasad, Sonali Agarwal "Stream Data Mining: Platforms, Algorithms, Performance Evaluators and Research Trends" , published in International Journal of Data Base and Application (IJDTA) Vol.9, No.9 (2016), pp. 201-218 http://dx.doi.org/10.14257/ijdta.2016 .9.9.19
  25. Divya Tomar, Sonali Agarwal "Twin Support Vector Machine for Multiple Instance Learning Based on Bag Dissimilarity"Advances in Artificial Intelligence Volume 2016 (2016), Article ID 1269708, 18 pages, http://dx.doi.org/10.1155/2016/1269708
  26. Divya Tomar, Sonali Agarwal "Leaf Recognition for Plant Classification Using Direct Acyclic Graph Based Multi-Class Least Squares Twin Support Vector Machine" International Journal of Image and Graphics 16, 1650012 (2016) [17 pages] DOI: http://dx.doi.org/10.1142/S0219467816500121
  27. Bakshi Rohit Prasad, Sonali Agarwal "Critical parameter analysis of Vertical Hoeffding Tree for optimized performance using SAMOA", International Journal of Machine Learning and Cybernetics, (2016), pp.1-14. Scopus Indexed, Impact Factor=1.110
  28. Divya Tomar, Sonali Agarwal "Prediction of defective software modules using class imbalance learning", Applied Computational Intelligence and Soft Computing, vol.2016, Article ID 7658207, 12 pages, 2016.
  29. Harshal Singh, Divya Tomar, Sonali Agarwal "Link Prediction for Authorship Association in Heterogeneous Network Using Streaming Classification" International Journal of Grid and Distributed Computing Vol. 9, No. 4 (2016), pp.135-150 http://dx.doi.org/10.14257/ijgdc.2016.9.4.13
  30. Geetanjali Chaurasia, Sonali Agarwal "A Hybrid Approach of Clustering and Time-Aware Based Novel Test Case Prioritization Technique", International Journal of Database Theory and Application Vol.9, No.4 (2016), pp.23-44 http://dx.doi.org/10.14257/ijdta.2016.9.4.02 Scopus Indexed
  31. Bakshi Rohit Prasad, Sonali Agarwal "Comparative Study of Big Data Computing and Storage Tools: A Review" published in International Journal of Data Base and Application (IJDTA) Volume 9, Issue 1 Pages pp.45-66 http://dx.doi.org/10.14257/ijdta.2016.9.1.05 Scopus Indexed
  32. Divya Tomar, Sonali Agarwal "Multiclass Least Squares Twin Support Vector Machine for Pattern Classification" published in International Journal of Data Base and Application (IJDTA) Volume 8, Issue 6 Pages pp.285-302 http://dx.doi.org/10.14257/ijdta.2015.8.6.26
    Scopus Indexed
  33. Anushree Priyadarshini, Sonali Agarwal "A Map Reduce based Support Vector Machine for Big Data Classification" published in International Journal of Data Base and Application (IJDTA) Volume 8 Issue 5 Pages pp. 77 - 98.
    Scopus Indexed
  34. Divya Tomar, Sonali Agarwal "An effective Weighted Multi-class Least Squares Twin Support Vector Machine for Imbalanced data classification" published in International Journal of Computational Intelligence Systems, Taylor & Francis, Vol. 8, issue 4, July 2015, Pages 761-771. SCI Journal, Impact Factor=0.574
  35. Divya Tomar, Sonali Agarwal "A comparison on multi-class classification methods based on least squares twin support vector machine" published in Knowledge-Based Systems, Elsevier, Vol. 81, June 2015, Pages 131-147. SCI Journal, Scopus indexed, Impact Factor=3.011
  36. Divya Tomar, Sonali Agarwal "Twin Support Vector Machine: A review from 2007 to 2014" published in Egyptian Informatics Journal, Elsevier, Vol. 16, issue 1, March 2015, Pages 55-69. Scopus indexed, Impact Factor= 0.810
  37. Divya Tomar, Sonali Agarwal "An Emotion Detection System Based on Multi Least Squares Twin Support Vector Machine" published in Advances in Artificial Intelligence, Hindawi Publishing Corporation, Vol. 2014, Article ID 282659, 11 pages, 2014. doi:10.1155/2014/282659. Acceptance Rate= 9%
  38. Divya Tomar, Sonali Agarwal "Hybrid Feature Selection Based Weighted Least Squares Twin Support Vector Machine Approach for Diagnosing Breast Cancer, Hepatitis, and Diabetes" published in Advances in Artificial Intelligence, Hindawi Publishing Corporation, Vol. 2015, Article ID 265637, 10 pages, 2015. doi:10.1155/2015/265637 Acceptance Rate= 33%
  39. Bakshi Rohit Prasad, Sonali Agarwal "Handling Big Data Stream Analytics using SAMOA Framework - A Practical Experience", published in International Journal of Data Base and Application (IJDTA) Vol.7, No.4 (2014), pp. 197-208 http://dx.doi.org/10.14257/ijdta.2014.7.4.
    Scopus Indexed
  40. Sonali AgarwalDivya Tomar "A Survey on Pre-processing and Post-processing Techniques in Data Mining", published in International Journal of Data Base Theory and Application (IJDTA) Vol.7, No.4 (2014), pp.99-128 http://dx.doi.org/10.14257/ijdta.2014.7.4.09. Scopus Indexed
  41. Sonali AgarwalDivya Tomar "A Feature Selection Based Model for Software Defect Prediction",published in International Journal of Advanced Science and Technology Vol.65 (2014), pp.39-58 http://dx.doi.org/10.14257/ijast..2014.65.04
  42. Divya Tomar, Shubham Singhal, Sonali Agarwal "Weighted Least Square Twin Support Vector Machine for Imbalanced Dataset"published in International Journal of Database Theory and Application Vol.7, No. 2 (2014), pp.25-36 http://dx.doi.org/10.14257/ijdta.2014.7.2.03. Scopus Indexed
  43. Divya Tomar, Sonali Agarwal, "Feature Selection based Least Square Twin Support Vector Machine for Diagnosis of Heart Disease",published in International Journal of Bio-Science and Bio-Technology Vol. 6, No.2(2014), pp.69-82 http://dx.doi.org/10.14257/ijbsbt.2014.6.2.07.
  44. Divya Tomar, Sonali Agarwal > "A Survey of Data Mining approaches for Healthcare" published in International Journal of Bio-Science and Bio-Technology Vol.5, No.5 (2013), pp. 241-266 http://dx.doi.org/10.14257/ijbsbt.2013.5.5.25.
  45. Sonali AgarwalAnkur Agarwal, "Object oriented model for Bank Account Number Portability"International Journal of Conceptions on Computing and Information Technology Vol. 1, Issue. 1, November 2013; ISSN: 2345 -9808
  46. Sonali Agarwal, G. N. Pandey, and M. D. Tiwari, "Data Mining in Education: Data Classification and Decision Tree Approach", International Journal of e-Education, e-Business, e-Management and e-Learning, vol. 2, no. 2, pp. 140-144, 2012.
  47. Vimal Upadhyay, Suchi Sharma, Sonali Agarwal "Inspaction of wall thickness of pipes in petrochemical plants through WSN" , Journal of Current Engineering Research, Jan. -Feb. 2012, Volume 2, Issue 1.

  48. Sayantan Nath, Sonali Agarwal and Qasima Abbas Kazmi " Image Histogram Segmentation by Multi-Level Thresholding using Hill Climbing Algorithm", , International Journal of Computer Applications 35(1):63-72, December 2011. Published by Foundation of Computer Science, New York, USA.

  49. Divya, Sonali Agarwal "Classification of Countries based on Macro Economic Variables using Fuzzy Support Vector Machine", International Journal of Computer Applications (0975-8887)Volume 27, No. 6, August 2011

  50. Divya Tomar, Ruchi Arya, Sonali Agarwal "Prediction of Profitability of Industries using weighted SVR" , International Journal on Computer Science and Engineering (IJCSE), Volume 3, No.5, May 2011, ISSN 0975-3397.

  51. Sonali Agarwal, Neera Singh and Dr. G. N. Pandey "Implementation of Data Mining and Data Warehousing In E Governance", International Journal of Computer Applications 9(4):18-22, November 2010.Published By Foundation of Computer Science.

  52. Sonali Agarwal, G. N. Pandey "Studies of E Governance in India Using Data Mining perspective", Journal of Computing, volume 2, issue 10, October 2010, ISSN 2151-9617, https://sites.google.com/site/journalofcomputing.

Details of International Conferences

  1. Sanjay Kumar Sonbhadra, Sonali Agarwal, Mohammad Syafrullah, and Krisna Adiyarta. "An Application of Ensemble and Deep Learning Models in Predictive Analytics." In 2020 IEEE 7th International Conference on Industrial Engineering and Applications (ICIEA), pp. 574-582. IEEE, 2020.
  2. Raj Rohit, Nandini Rai, and Sonali Agarwal, "Anticounterfeiting in Pharmaceutical Supply Chain by establishing Proof of Ownership." TENCON 2019-2019 IEEE Region 10 Conference (TENCON). IEEE, 2019.
  3. Prasad Bakshi Rohit, Sonali Agarwal, "Scalable Least Square Twin Support Vector Machine Learning." International Conference on Big Data Analytics and Knowledge Discovery. Springer, Cham, 2019.
  4. Narinder Singh Punn, Sonali Agarwal “Testing Big Data Applications”, accepted and presented in 2019 6th International Conference on Electrical Engineering, Computer Science and Informatics (EECSI 2019) held in Bandung, Indonesia on September 18-20, 2019.
  5. Sadhana Tiwari, Sonali Agarwal “Classification of Physiological Signals for Emotion Recognition using IoT” accepted and presented in 2019 6th International Conference on Electrical Engineering, Computer Science and Informatics (EECSI 2019) held in Bandung, Indonesia on September 18-20, 2019.
  6. Prachi Agarwal, Sanjay Kumar Sonbhadra, Sonali Agarwal, P Nagabhushan, “Gesture recognition by learning local motion signatures using smartphones” accepted in 2019 6th International Conference on Electrical Engineering, Computer Science and Informatics (EECSI 2019) held in Bandung, Indonesia on September 18-20, 2019.
  7. Punn, Narinder Singh, Sonali Agarwal, "Crowd Analysis for Congestion Control Early Warning System on Foot Over Bridge." 2019 Twelfth International Conference on Contemporary Computing (IC3). IEEE, 2019.
  8. Kumar, Amit, et al. "Studying Multifaceted Collaboration of OSS Developers and its Impact on their Bug Fixing Performance." (2019).
  9. Narinder Singh Punn, Sonali Agarwal, "Testing Concept Drift Detection Technique On Data Stream", accepted for publication in 4th International Workshop on Big Data Analytics 2018 during 24-25th July 2018 at UTM Malaysia.

  10. Gyayak Sanghi, Sagar Deshmukh, Nalin Kanungo, Bakshi Rohit Prasad, and Sonali Agarwal "Abnormal Motion Detection for Automated Video Surveillance System" accepted for publication in 4th International Workshop on Big Data Analytics 2018 during 24-25th July 2018 at UTM Malaysia.

  11. Sonali Agrawal, Sanjay Kumar Sonbhadra, Sonali Agarwal, "Favour prediction of Taxi services using real-time visualization", accepted for presentation in 2018 International Conference on Advances in Computing, Communications and Informatics (ICACCI) at PES Institute of Technology, South Campus, Bangalore, Karnataka, September 19-22, 2018.

  12. Devender Kaushik, Bakshi Rohit Prasad, Sanjay Kumar Sonbhadra, Sonali Agarwal, "Post-Surgical Survival forecasting of breast cancer patient: a novel approach", accepted for presentation in 2018 International Conference on Advances in Computing, Communications and Informatics (ICACCI) at PES Institute of Technology, South Campus, Bangalore, Karnataka, September 19-22, 2018.

  13. Dhwaj Verma, Sonali Agarwal, "Cardiac Arrhythmia Detection from Single-lead ECG using CNN and LSTM assisted by Oversampling," accepted for presentation in 2018 International Conference on Advances in Computing, Communications and Informatics (ICACCI) at PES Institute of Technology, South Campus, Bangalore, Karnataka, September 19-22, 2018.

  14. Bharat Gupta, Pramod Kumar, Shivam Awasthi,Parshant Singh, Likhama Ram, Bakhshi Rohit Prasad, Sonali Agarwal "Cross Domain Sentiment Analysis Using Transfer Learning", 12th IEEE international Conference on Industrial and Information System 2017 (ICIIS-2017) at Faculty of Engineering, University of Peradeniya, Srilanka, 15-16 December 2017.

  15. Ch. Sarath Chandra Reddy, K. Uday Kumar, J. Dheeraj Keshav, Bakhshi Rohit Prasad, Sonali Agarwal, "Prediction of Star Ratings from Online Reviews", presented in TENCON 2017 - 2017 IEEE Region 10 Conference during 5-8 November 2017.

  16. Gyayak Sanghi, Sagar Deshmukh, Nalin kanungo, Bakhshi Rohit Prasad, Sonali Agarwal, "Abnormal Motion Detection for Automated Video Surveillance System", presented in TENCON 2017 - 2017 IEEE Region 10 Conference during 5-8 November 2017.

  17. Rohit Raj, Rajat Kumar Sahu, Biki Chaudhary, Bakshi Rohit Prasad and Sonali Agarwal, "Real time Complex Event Processing and Analytics for Smart Building", presented in The Conference on Information and Communication Technology (CICT), IIITM Gwalior, India during November 3-5, 2017.

  18. A. Bharadwaju, Y. Pranay Kumar, K. Anudeep, A.Vamshi Krishna, Bakshi Rohit Prasad and Sonali Agarwal, "Real Time Mining of Ego Networks for Exploring Social Associations", The Conference on Information and Communication Technology (CICT), IIITM Gwalior, India during November 3-5, 2017.

  19. Maneesh Kumar Verma, Shankar Yadav, Bhoopesh Kumar Goyal, Bakshi Rohit Prasad and Sonali Agarwal, "Phishing Website Detection using Neural Network and Deep Belief Network", presented in ICACNI 2017 during 1-3 Jun 2017 at NIT Goa, India.

  20. Shaiwal Sachdev, Abhishek Agrawal, Shubham Bendarkar, Bakshi Rohit Prasad and Sonali Agarwa, "Movie Box-Office Gross Revenue Estimation" , presented in ICACNI 2017 during 1-3 Jun 2017 at NIT Goa, India.

  21. Ashish Kumar Gupta, Prashant Varshney, Abhishek Kumar, Bakshi Rohit Prasad, Sonali Agarwal, "Evaluation of Map-Reduce based Distributed Parallel Machine Learning Algorithms", Presented in International Conference On Big Data And Cloud Computing - ICBDCC 2017, Karunya University, Coimbatore during April 1-2, 2017.

  22. Bharat Gupta1, Shivam Awasthi, Rudraksha Gupta, Likhama Ram, Pramod Kumar, Bakshi Rohit Prasad, Sonali Agarwal, "Taxi Travel Time Prediction using ensemble based Random Forest and Gradient Boosting model" , Presented in International Conference On Big Data And Cloud Computing - ICBDCC 2017, Karunya University, Coimbatore during April 1-2, 2017.

  23. Prasad B. R., Bendale Unmesh Kishor, Agarwal Sonali, "Distributed Information Gain Theoretic Feature Selector using spark," presented in 11th IEEE international Conference on Industrial and Information System 2016 (ICIIS-2016) at IIT Roorkee, 03-04 December 2016.

  24. Divya Tomar and Sonali Agarwal, "MIMLTWSVM: Twin Support Vector Machine for Multi-Instance Multi-Label learning," presented in 11th IEEE international Conference on Industrial and Information System 2016 (ICIIS-2016) at IIT Roorkee, 03-04 December 2016.

  25. Bakshi Rohit Prasad, Sonali Agarwal, "Distributed Feature Selection using Vertical Partitioning for High Dimensional Data", accepted for publication in the International Conference on Advances in Computing, Communications and Informatics (ICACCI-2016), LMNIT, Jaipur, India

  26. Divya Tomar, Sonali Agarwal"Multiple Instance Learning based on Twin Support Vector Machine" is presented in the International Conference on Computer, Communication and Computational Science (ICCCCS- 2016), Ajmer, India

  27. Suchi Maheshwari, Sonali Agarwal" Three-way decision based Defect Prediction for Object Oriented Software" is presented in the International Conference on Advances in Information Communication Technology & Computing (AICTC-2016), ACM, Bikaner, India.

  28. Neha Garg, Sonali Agarwal, "Process Mining for Clinical Workflows, accepted for oral presentation in the International Conference on Advances in Information Communication Technology & Computing (AICTC-2016), ACM, Bikaner, India.

  29. Bakshi Rohit Prasad, Sonali Agarwal, "Performance Analysis and Optimization of Spark Streaming Applications through Effective Control Parameters Tuning", accepted to be published in proceedings of 4th ICACNI 2016, Springer, Rourkela, India.

  30. Ayushi Thatola, Parul Prasad, Sonali Agarwal, Growth and opportunities in E-commerce using social media text analytics: an exclusive study on twitter is presented in the RDA's 18th International Conference on Sustainable Growth & Innovations at JAIPUR (India) during 26th & 27th March, 2016.

  31. Vimal Upadhyay, Sonali Agarwal, "In-service pipeline inspection crawler" is presented in the first international conference on Intelligent Communication, control and Devices-2016, organized by the department of Electronics, Instrumentation and Control Engineering during 2nd & 3rd April 2016.

  32. Divya Tomar, Sonali Agarwal "Multilabel Approach Using Binary Relevance and One-versus- Rest Least Squares Twin Support Vector Machine for Scene Classification",2016 Second International Conference on Computational Intelligence & Communication Technology (CICT), Ghaziabad, India, 2016, pp. 37-42.doi: 10.1109/CICT.2016.17
  33. Sonali Agarwal, Bakhshi Rohit Prasad "High Speed Streaming Data Analysis of Web Generated Log Streams " presented in 10th IEEE international Conference on Industrial and Information System 2015 (ICIIS-2015) at Faculty of Engineering, University of Peradeniya, Srilanka, 17-21 December 2015

  34. Anubha Sharma, Manoj Kumar, Sonali Agarwal "A Complete Survey on Software Architectural Styles and Patterns" presented in Fourth International Conference on Eco-friendly Computing and Communication Systems (ICECCS-2015) at National Institute of Technology, Kurukshetra, India, 7-8 December 2015

  35. Geetanjali Chaurasia, Sonali Agarwal and Swarnima Singh Gautam "Clustering Based Novel Test Case Prioritization Techniqu" presented in 4th Students Conference on Engineering and Systems 2015 (SCES-2015) at MNNIT, Allahabad, India, November 6-8, 2015

  36. Shwet Ketu, Bakshi Rohit Prasad, Sonali Agarwal " Effect of Corpus Size Selection on Performance of Map-Reduce Based Distributed K-Means for Big Textual Data Clustering" presented in Sixth International Conference on Computer and Communication Technology (ICCCT-2015) at MNNIT, Allahabad, India, 25 - 27 September 2015, Acceptance Rate : 33%

  37. Shwet Ketu, Sonali Agarwal "Performance Enhancement of Distributed K-Means Clustering for Big Data Analytics Through In-memory Computation" presented in Eighth International Conference on Contemporary Computing, (IC3-2015) at JP Institute of Information Technology (JIIT), Noida, India, 20 - 22 August 2015 Acceptance Rate : 25%

  38. Divya Tomar, Sonali Agarwal "Multi-class Twin Support Vector Machine for Pattern Classification" presented in 3rd International Conference on Advanced Computing Networking, and Informatics (ICACNI-2015) at School of Computer Engineering, Kalinga Institute of Industrial Technology, (KIIT University), Orissa, India 23 - 25 June 2015 Acceptance Rate : 25%, Scopus indexed

  39. Divya Tomar, Sonali Agarwal " Multi-label Classifier for Emotion Recognition from Music" presented in 3rd International Conference onAdvanced Computing, Networking, and Informatics (ICACNI-2015) at School of Computer Engineering, Kalinga Institute of Industrial Technology, (KIIT University), Orissa, India23 - 25 June 2015 Acceptance Rate : 25%, Scopus indexed

  40. Divya Tomar, Sonali Agarwal 2015 "Direct acyclic graph based multi-class twin support vector machine for pattern classification" In Proceedings of the Second ACM IKDD Conference on Data Sciences (CoDS '15). ACM, New York, NY, USA, 80-85. DOI=10.1145/2732587.2732598 http://doi.acm.org/10.1145/2732587.2732598 Acceptance Rate : 12.28%

  41. Bakshi Rohit Prasad, Sonali Agarwal "Modeling Risk Prediction of Diabetes - A Preventive Measure" presented in 9th International Conference on Industrial and Information Systems (ICIIS) at Atal Bihari Vajpayee Indian Institute of Information Technology and Management Gwalior, India during December 15-17 2014. Scopus indexed

  42. Pradeep Kumar Saini, Divya Tomar, Sonali Agarwal "High Numeric Coherent Association Rule Mining with a Particular Categorical Consequent Class Attribute" presented in 9th International Conference on Industrial and Information Systems (ICIIS) at Atal Bihari Vajpayee Indian Institute of Information Technology and Management Gwalior, India during December 15-17 2014. Scopus indexed

  43. Divya Tomar, Bakshi Rohit Prasad, Sonali Agarwal " An efficient Parkinson disease diagnosis system based on Least Squares Twin Support Vector Machine and Particle Swarm Optimization" presented in 9th International Conference on Industrial and Information Systems (ICIIS) at Atal Bihari Vajpayee Indian Institute of Information Technology and Management Gwalior, India during December 15-17 2014. Scopus indexed

  44. Manish Shukla, Sonali Agarwal "Hybrid Approach for Tuberculosis Data Classification Using Optimal Centroid Selection Based Clustering" presented in IEEE Student's Conference on Engineering and System, SCES-2014, MNNIT, May 28-30, 2014, Allahabad, India.Scopus indexed

  45. Manoj Kumar, Anubha Sharma, Sonali Agarwal, Clinical Decision Support System for Diabetes Disease Diagnosis Using Optimized Neural Network presented in IEEE Student's Conference on Engineering and System, SCES-2014, MNNIT, May 28-30, 2014, Allahabad, India.
    Scopus indexed

  46. Sonali Agarwal, Divya Tomar, Siddhant Verma, "Prediction of Software defects using Twin Support vector Machine" presented in IEEE Second International Conference on Information Systems and computer Networks ISCON 2014, March 1-2, 2014, Mathura, India.
    Scopus indexed

  47. Divya Tomar, Sonali Agarwal, Predictive Model for diabetic patients using Hybrid TSVM presented in Fifth International Conference on Advances in Communication, Network, and Computing (CNC 2014), February 21-22, 2014, Chennai, India.

  48. Neha Rathore, Divya Tomar, Sonali Agarwal, Predicting the survivability of Breast Cancer patients using Ensemble approach presented in International Conference on Issues and Challenges in Intelligent Computing Techniques (ICICT-2014), February 07-08, 2014, Ghaziabad, India. Scopus indexed

  49. Sonali Agarwal, Sanjeev Kumar Sinha, "Data Mining based Pervasive System Design for Intensive Care Unit " presented in 2014 International Conference on Computer Communication and Informatics (ICCCI -2014), January 03- 05, 2014, Coimbatore, India. Scopus indexed

  50. Subham Khanna, Sonali Agarwal, "An Integrated Approach towards the prediction of Likelihood of Diabetes" , presented in the International Conference on Machine Intelligence Research and Advancement, (ICMIRA-2013), December 21-23, 2013, Katra, Jammu, India. Scopus indexed

  51. Manoj Kumar, Manish Shukla, Sonali Agarwa l, "A Hybrid Approach Of Requirement Engineering In Agile Software Development" , presented in the International Conference on Machine Intelligence Research and Advancement, (ICMIRA-2013), December 21-23, 2013, Katra, Jammu, India . Scopus indexed

  52. Akhilesh Kumar Yadav, Divya Tomar, Sonali Agarwal, "Clustering of Lung Cancer data using Foggy K-means" presented in 3rd International Conference on Recent trends in Information Technology (ICRTIT-2013), July 25-27, 2013, Chennai India. Scopus indexed

  53. Manoj Kumar, Manish Sharma, Sonali Agarwal, G. N. Pandey, " An E Governance Model Using Cloud Computing Technology for Developing Countries ", presented in 2013 International Conference on e-Learning, e-Business, Enterprise Information Systems, and e-Government (EEE'13), July 22-25, 2013,World Congress of Computer Science, Computer Engineering and Applied Computing, Las Vegas, Nevada.
  54. Sonali Agarwal, G.N.Pandey, "Human Computer Interface Design for Neonatal Intensive Care with Data Mining " , presented in 4th International Conference on Intelligent Human Computer Interaction 2012 (IHCI 2012), IIT-Kharagpur. Scopus indexed

  55. Sonali Agarwal, G.N.Pandey, M.D.Tiwari, "AmI based WSN application for Monitoring of Cardiac Condition in ICU", presented in Eighth International Conference on Wireless Communication and Sensor Networks, (WCSN-2012), Naresuan University, Phitsanulok, Thailand.

  56. Ankur Agarwal, Sonali Agarwal "Object Oriented Concept for Inter-Banking Account Portability based on Unique Identification Number", is presented in International Conference on Engineering, Technology and Management (ICETM 2012), in Tirupati on September 7-8, 2012.

  57. Sonali Agarwal, G.N.Pandey "Interoperability of Cloud Computing based e-Governance Factor for Rural E Healthcare Administration, presented in WORLDCOMP 2012 - The 2012 World Congress in Computer Science, Computer Engineering, and Applied Computing in Los Vegas, Nevada, USA on July 16-19, 2012.

  58. Prashish Raj Bhandari, Rabi Chandra Shah, Sonali Agarwal, "Graph Database Model for Querying Searching and Updating ", 2012 International conference on Software and Computer Application (ICSCA), Singapore.

  59. Sonali Agarwal, G.N. Pandey, M.D. Tiwari "E Governance Data Mining: Pulse Polio Immunization Case Study" Proceedings of WORLDCOMP2011, July 18-21, Las Vegas Nevada USA.

  60. Qasima Abbas Kazmi, Sayantan Nath, Sonali Agarwal "Hill Climbing Based Histogram Clustering for Coal Fire Monitoring" Proceedings of International Conference on Electronics Computer Technology, ICECT 2012, held during April 6-8, 2012, in Kanyakumari, India.

  61. Sonali Agarwal, Divya "Weighted Support Vector Regression approach for Remote Healthcare monitoring" Proceedings of ICRTIT 2011, June 3-5, 2011, Anna University, Channai.

  62. Sonali Agarwal, G.N. Pandey, M.D. Tiwari "Data Mining in Education: Data Classification and Decision Tree Approach" Proceedings of IC4E 2011, January 7-9, 2011, NMITD, Mumbai.

  63. Sonali Agarwal, Divya, G.N. Pandey, "SVM Based Context Awareness Using Body Area Sensor Network For Pervasive Healthcare Monitoring" Proceedings of IITM 2009, December 28-30, 2010, IIIT Allahabad, India.

  64. Sonali Agarwal, Neera Singh "Associating Crime and Intelligence: A Data Mining Approach for Identifying Risk Behavior and Reducing Social Disorder" Proceedings of INDIAS 2009, September 19-21, 2010, University of Allahabad, India.

  65. Neera Singh, Sonali Agarwal "A study on environment changes leading to a resurgence of malaria in non endemic areas" Proceedings of INDIAS 2009, September 19-21, 2010, University of Allahabad, India.

  66. Sonali Agarwal "Knowledge Discovery in E Governance based on Data Mining" Proceedings of RAIT-09, February 6-7, 2009, ISM Dhanbad, India.

Details of National Workshops

  1. Subham Khanna, Sonali Agarwal, A Systematic Approach For The Classification of Diabetes Disease: Application of Iterative Learning Process presented in National Seminar on Data Mining Applications in Healthcare, June 1-2, 2013, Indian Institute of Information Technology, Allahabad.
  2. Divya, Akhilesh Yadav, Sonali Agarwal, Cloud enabled Data Mining framework for Monitoring Healthcare especially for Rural India, presented in National Seminar on Data Mining Applications in Healthcare, June 1-2, 2013, Indian Institute of Information Technology, Allahabad.
  3. Vijesh Patel, Sonali Agarwal, I.I.I.T.Allahabad, Efficient algorithm for classification of Heart Disease patients using Association rule presented in National Seminar on Data Mining Applications in Healthcare, June 1-2, 2013, Indian Institute of Information Technology, Allahabad.
  4. Manoj Kumar, Manish Shukla, Sonali Agarwal, Data mining for Pediatric Health Care presented in National Seminar on Data Mining Applications in Healthcare, June 1-2, 2013, Indian Institute of Information Technology, Allahabad.
  5. Mr. Manoj Kumar, Mr. Manish Sharma, Dr. Sonali Agarwal, Optimization of Electricity Consumption using Ambient Intelligence, presented in National Seminar cum Workshop for Rural Empowerment, April 15-16, 2013, Rajiv Gandhi Institute of Information Technology, Amethi.
  6. Dr. Sonali Agarwal, A Data Mining based Energy Management for Load Prediction,, presented in National Seminar on IT Applications in Energy Management, April 15-16, 2013, Rajiv Gandhi Institute of Information Technology, Amethi.
  7. Dr. Sonali Agarwal, Pervasive Telemedicine System with Data Mining,, presented in National Seminar cum Workshop for Rural Empowerment, April 15-16, 2012, Rajiv Gandhi Institute of Information Technology, Amethi.