Patents

1. “Method and System for Successive Skills Attainment in the Learning and Delivery of Courses, Filed Patent Application Number: 2921/MUM /2014 dated 15/09/2014, published in the official Journal of the Patent Office Issue 39/2014, 26/09/2014 (Jagannath Aghav, Ishwari Aghav)

2. “An Approach to Autonomic Self-Healing Cloud Computing Architecture,” filed Indian Patent Number (in process), Mumbai, India, Aug 25, 2014 (Jagananth Aghav , Abhishek Bhavsar, Ameya More, Chinmay Kulkarni, and Dheeraj Oswal) (under submission)

Publications

57. Hrishikesh Thakurdesai and Jagannath Aghav, “Computer vision based accident avoidance system for driverless cars,” In Springer AISC and LNNS Series, 4th International conference on ICT for sustainable development, Goa, 5-6 July 2019

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56. Jagannath Aghav, Savita Borole, Tarun Wadhwa, Harleen Virk, “Image Captioning using Deep Learning”, “Journal of Visualization” (submitted)

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55. Pranav Pandey and Jagannath Aghav, “Pedestrian safety for autonomous vehicles,” In Springer AISC and LNNS Series in 4^th International conference on ICT for sustainable development, Goa, July 5, 2019

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54. Jagannath Aghav, Savita Borole, Tarun Wadhwa, Harleen Virk, “Neural Image Semantics Generator”, “Minds and Machines” (submitted)

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53. Pranav Pandey and Jagannath Aghav, “Human activity recognition and its applications in autonomous vehicles,” Intelligent and robotics systems (submitted)

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52. Hrishikesh Thakurdesai and Jagannath Aghav, “Machine learning based assistance system for autonomous vehicles” “Annals of Mathematics” (submitted)

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51. Hrishikesh Thakurdesai and Jagannath Aghav, "Autonomous Cars: Technical Challenges and Solution to Blind Spots Issue", In Springer book series on "Advances in Intelligent Systems and Computing" 5th International Conference on Computational Intelligence and Communication Technology, 22-23 February 2019

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50. Pranav Pandey and Jagannath Aghav, "A Survey of Pedestrian-Autonomous Vehicles Interaction Challenges and Solution to Pedestrian Intent Identification Problem" , In Springer book series Lecture Notes in Networks and Systems , 2nd International Conference on Data & Information Sciences March 29-30, 2019

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49. Pranav Sarda, Sushmita Halasawade, Anuja Padmawar, and Jagannath Aghav, "Emousic: Emotion & Activity based Music Player using Machine Learning," Springer Verlag Book Series (Scopus) on “Advances in Intelligent Systems and Computing,” International Conference on Computer, Communication and Computational Sciences, IC4S, Mandarin Hotel, Bangkok, Thailand, October 20-21, 2018

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48. Chandan Chawda, and Jagannath Aghav, “Extracting Building Footprints from Satellite Images using Convolutional Neural Networks,” Chapter in the book, Intelligent Computational Techniques and Its Applications, (SCOPUS) Springer Book Series, 2018, International Conference on Advances in Computing, Communications and Informatics (ICACCI'18), Bangalore, India, September 19-22, 2018

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47. Pranjali Kshirsagar, Barkha Kawna, Vinay Karande, and Jagannath Aghav, “Advertisement Recommendation in Infotainment Industry,” International Conference on Advanced Computing and Intelligent Engineering (ICACIE’2018), Bhubaneswar-751030, Odisha, India, December 22-24, 2018

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46. Chandan Chawda and Jagannath Aghav, "An Overview of Different Techniques for Extracting Building footprints from Satellite Images," International Conference on Computer, Communication and Computational Sciences, IC4S, Mandarin Hotel Bangkok, Bangkok, Thailand, October 20-21, 2018

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45. Anwesh Marwade, Nakul Kumar, Shubham Mundada, and Jagannath Aghav, “Augmenting E-Commerce Product Recommendations by Analyzing Customer Personality," IEEE 9^th International Conference on Computational Intelligence and Communication Networks (CICN 2017), Cyprus, ISBN 978-1-5090-5001-7 DOI 10.1109/CICN.2017.39, September 16-17, 2017

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44. Jagannath Aghav, Poorwa Hirwe, and Mayura Nene, "Deep Learning for Real Time Collision Detection and Avoidance," in the Proceedings of International Conference on Communication, Computing and Networking (ICCCN 2017), National Institute of Technical Teachers Training and Research (NITTTR) Chandigarh India, March 23-24, 2017 (Best Paper Award in all Tracks)

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43. Jagannath Aghav, Rinku Nemade, and Apoorva Nitsure, "Machine Learning Solutions for an Autonomous Vehicle," in the Proceedings of International Conference on Communication, Computing and Networking (ICCCN 2017), National Institute of Technical Teachers Training and Research (NITTTR) Chandigarh India, March 23-24, 2017 (Best Paper Award in Track)

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42. Jagannath V Aghav, "Computational Analytics for Measuring Successive Attainment of Course Outcomes," The World Summit of Accreditation (WOSA 2016), New Delhi, India March 18-10, 2016

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41. Riah Sathe, Shraddha Mense, Shashwat Pradhan, Ankita Netraganti, and Jagannath Aghav, “Method for Data Analytics on Large Data Sets of Images,” in the Proceedings of International Conference on Computing, Analytics and Security Trends (CAST), Pages 335-340, COEP, Pune, India, DOI: 10.1109/ CAST.2016. 7914990, December 19-21, 2016

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40. Manisha Mundhe, Shubham Phadnis, Priyal Rathi, and Jagannath Aghav, “A Beacon based Retail Industry Analytics Framework,” International Conference on Recent Advancement in Computer, Communication and Computational Sciences (ICRACCCS-2016), published in Springer Book Series on “Lecture Notes on Data Engineering and Communications Technologies” (LNDECT), Udaipur, India November 25-26, 2016

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39. Shyam Deshmukh, Jagannath Aghav, K. Thirupathi Rao, and Thirumala Rao B, “Avoiding slow running nodes in Distributed Systems,” In: Satapathy S., etal. (eds) in Springer Proceedings of Computer Communication, Networking and Internet Security. Lecture Notes in Networks and Systems LNNS), vol 5. Springer, Singapore, (Print ISBN 978-981-10-3225-7 Online ISBN 978-981-10-3226-4, 3^rd International Conference on Computer & Communication Technologies (IC3T - 2016), Vijayawada, Andhra Pradesh, India, DOI https://doi.org/10.1007/978-981-10-3226-4_41, October 28-29, 2016

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38. Vikaram Bajaj, and Jagannath Aghav, “Validating Algorithmic Trading Strategies to Predict Trends in Indian Index Option,” in Springer series - International Conference on Recent Advancement in Computer, Communication and Computational Sciences (ICRACCCS-2016), Udaipur, India, Nov 25-26, 2016

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37. Pramod Patil, Jagannath Aghav, and Vikram Sareen, “Two-level Diversified Classifier Ensemble for Classification of Credit Entries,” International Conference on Computer, Communication and Computational Sciences (IC4S-2016), Ajmer, India, Springer Book Series on “Advances in Intelligent Systems and Computing” Springer Verlag Publications, DOI: 10.1007/978-981-10-3773-3_61, August 12-13, 2016

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36. Yogesh Sah, Nitesh Chhabria, Ujwalkumar Rodge, and Jagannath Aghav, “Applying Analytics in Supply Chain Management,” International Conference on Innovations in Computer Science and Engineering (ICICSE-2015), Hyderabad, India Springer link proceedings, August 7, 2015

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35. Jagannath Aghav, Smita Sonawane, and Himanshu Bhamblani, “Health Track: Health Monitoring and Prognosis System using Wearable Sensors,” IEEE International Conference on Advances in Engineering and Technology Research (ICAETR-2014), Unnao, India, August 1-2, 2014

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34. Preeti Kale and Jagannath Aghav, “Computational Methods that Infer Human Diseases,” In the Proceedings of International Work- Conference on Bioinformatics and Biomedical Engineering, (IWBBIO’14), Granada, Spain, Pages 1-14, April 7-9, 2014

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33. Ishwari Aghav, and Jagannath Aghav, “Learning Analytics to Quantize and Improve the Skills Development and Attainment in Large Classes,” International Journal of Engineering and Technology (IJRET), eISSN 2319-1163, ISSN 2321- 7308, Vol.3, Number 10, Pages-358-362, October, 2014

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32. Abhishek Bhavsar, Ameya More, Chinmay Kulkarni, Dheeraj Oswal, Jagannath Aghav, “A Holistic Approach to Autonomic Self-Healing Distributed Computing System,” International Journal of Computer Applications, (ISBN: 973-93-80877-33-2) Vol. 76, No.3, Pages 25-30, DOI: 10.5120/13228-0657, August 2013

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31. Ashish Kulkarni, and Jagannath Aghav, "Automated Techniques and Tools for Program Analysis : Survey Part II" International Conference on Computing, Communications and Networking Technologies (ICCCNT), in Vivekanandha College of Engineering for Women, Tiruchengode, Namakkal, Tamil Nadu, India, July 4-6, 2013

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30. Shyam Deshmukh, Rohan Chakravarthy, and Jagannath Aghav, “Job Classification for Map-Reduce Scheduler in Heterogeneous Environment,” International Conference on Cloud and Ubiquitous Computing and Emerging Technologies (CUBE’2013), ACM International Conference Proceedings (ACPS), Pune, India, DOI: 10.1109/CUBE.2013.15 November 15-16, 2013

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29. Ashish Kulkarni, and Jagannath Aghav, “A Survey of Automated Techniques and Tools for Program Analysis Part I,” International Conference on Electrical Engineering and Computer Science EECS-2013, Coimbatore, India, ISBN: 978-93-83060-02-3, DOI: 10.1109/ICCCNT.2013.6726693, April 21, 2013

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28. C V Deshpande, A S Shetye, S S Ghuge, and Jagannath Aghav, “Towards a WebJDK: Extending open JDK 7 for Client File System Access over Cloud,” IEEE International Conference on Computing Communication and Networking Technologies (ICCCNT), Pages 1253-1258, ISBN (Print) 978-1-4673-5759-3, DOI: 10.1109/CICT.2013.6558293 April 11-12, 2013

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27. Vikas Jadhav, Jagannath Aghav, and Sunil Dorwani, “Join Algorithms using Map Reduce: A Survey,” International Conference on Electrical Engineering and Computer Science EECS-2013, Coimbatore, India, Pages 40-44, ISBN: 978-93-83060-02-3, April 21, 2013

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26. Bhalchandra Bhutkar, Jagannath Aghav, and Sunil Dorwani, “NoSQL: Features, Classification and Comparison,” International Conference on Electrical Engineering and Computer Science EECS-2013, Coimbatore, India, ISBN: 978-93-83060-02-3, April 21, 2013

25. Meera Mudholkar , Saloni Peswani, Seema Kela, Jagannath Aghav, Harish Jadhao, and S K Hiremath, “Visualizing Semantic Web,” International Conference on Cloud and Ubiquitous Computing and Emerging Technologies (CUBE’2012), ACM International Conference Proceedings (ACPS), September 3-5, 2012, Pune, India

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24. Saket Warade, Jagannath Aghav, Claude Petitpierre, and Sandeep Udayagiri “Automated Training and Maintenance through Kinect,” International Journal of Computer Science, Engineering and Applications, (IJCSEA), ISSN: 2231–0088 e-ISSN: 2230-9616, Vol. 2 Number 3, DOI: 10.5121/ ijcsea.2012.2315

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23. Harish V. Jadhao, Jagannath Aghav, and Anil Vengiraju “Semantic Web Tool for Analyzing Unstructured Data,” International Journal of Scientific and Engineering Research (IJSER) - (ISSN 2229-5518) IJSER Volume 3, Issue 8, August 2012

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22. Rohan Sadale, Roshan Kolhe, Sachin Wathore, Jagannath Aghav, Saket Warade, and Sandeep Udayagiri, “Steer by Wire Implementation using Kinect,” International Conference on Advances in Computing (ICAdC-2012), Bangalore, India, In the Proc. of "Advances in Intelligent and Soft Computing" series, Vol. 174, ISBN 978-81-322-0739-9 (Print) Springer Verlag Publications New Delhi, DOI: 10.1007/978-81-322-0740-5_21 July 4-6, 2012

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21. Saket Warade, Jagannath Aghav, Claude Petitpierre, and Sandeep Udayagiri, “Real Time Detection and Tracking with Kinect,” In the Proc. of International Conference on Computer and Information Technology (ICCIT'2012), Bangkok, Thailand, June 16-17, 2012

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20. Rohan Sadale, Roshan Kolhe, Sachin Wathore, Jagannath Aghav, Saket Warade, and Sandeep Udayagiri, “Virtualized Steering Control Using Kinect,” In the Proc. of International Conference on Engineering and Computer Science (ICEECS), Goa, Interscience Publications, ISBN 978-93-81693-98-8, May 5, 2012

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19. Meera Mudholkar , Saloni Peswani, Seema Kela, Jagananth Aghav, Harish Jadhao, and Prashant Gaikwad “Generating Spring Graph To Infer RDF Data,” International Conference on Computer Science and Information Technology (ICCSIT 2012), Bangalore, India, In the Proc. of Interscience Publications, May 19, 2012

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18. Harish V. Jadhao, Jagannath Aghav and Prashant Gaikwad, “Intelligent Search Tool for Business Analytics,” International Conference on Electrical Engineering and Computer Science (ICEECS 2012), ISBN: 978-93-81693-98-8 Goa, India, In the Proc. of Interscience Publications, April 7, 2012

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17. Jagannath Aghav, and Ashwin Tumma, “Design and Validation of Safety Cruise Control System for Automobiles,” International Journal of Computer Science and Information Technology (CS&IT), ISSN: 2231-5403, Vol. 1 Number 2, pp. 128-141 DOI: 10.5121 / csit.2011.1214, 2011

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16. Aabha Biyani, Gantavya Sharma, Jagannath Aghav, Piyush Waradpande, Purva Savaji, and Mrityunjay Gautam, “Extension of SPIKE for Encrypted Protocol Fuzzing,” In the Proc. IEEE International Conference on Multimedia Information Networking and Security, IEEE Computer Society (CS) Press, (IEEE MINES-2011) Shanghai, China, DOI: 10.1109/MINES.2011.143, November 4-6, 2011

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15. Jagannath Aghav, and Ashwin Tumma, “Esterel Implementation and Validation of Cruise Controller,” International Conference on Computer Science, Engineering and Applications, D.C. Wyld at al. (Editors) (CCSEA-2011) Chennai, India, DOI: 10.5121/csit.2011.1214 July 15-17, 2011

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14. Jagananth Aghav, and Nikhil Sharma, “A Software Architecture for Provisioning of Mobile Services in an OSGi implementation,” The 7^th IEEE International Conference on Perspective Technologies and Methods in MEMS Design (MEMSTECH’11), Polyana, Ukraine, May 11-14, 2011

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13. Jagannath Aghav, and Nikhil Sharma, “Mobile Safety System for Automobiles,” International Journal of Computer Engineering and Technology (IJCET), ISSN 0976- 6367 (Print), Volume 1, Number 2, September- October 2010, pp. 166-179

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12. Jagannath Aghav, and Ashwin Tumma, “Safety Cruise Control for Automobiles,” International Conference on Embedded Systems and Applications, Monte Carlo Resort, Las Vegas, Nevada, USA, (ESA'11), July 18-21, 2011

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11. Jagananth Aghav, and Nikhil Sharma, “Esterel Implementation of Mobile Safety Systems for Automobiles,” International Conference on Embedded Systems and Applications, Monte Carlo Resort, Las Vegas, Nevada, USA, (ESA'11), July 18-21, 2011

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10. D P Gaikwad and J V Aghav, “Revisiting the Experiment on Detecting of Replay and Message Modification,” International Journal of Computer Engineering and Technology (IJCET), ISSN 0976- 6367 (Print), Volume 1, Number 3, Nov- Dec 2010, pp. 403-417

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9. Jagannath Aghav, and Claude Petitpierre, “Validating Real-Time Behavioral Patterns of Embedded Controllers,” International Workshop on Specification and Validation of UML models for Real Time and Embedded Systems, SVERTS, at UML’03, San Francisco, CA, USA, October 2003

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8. Jagannath Aghav, and Claude Petitpierre, “Design Patterns of Timed Automotive Systems,” Technical Report IC/2003/62, Swiss Federal Institute of Technology (EPFL), Lausanne, Switzerland, (full version), October 2003

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7. Jagannath Aghav, and Prasanna Kulkarni, “Verification of Multicast Protocol using UPPAAL,” Proceedings of International Conference on Computational Engineering & Sciences, ICCES, Corfu, Greece, July 2003

6. R K Shyamasundar, and J V Aghav, “Validating Real-Time Constraints in Embedded Systems,” IEEE Pacific Rim International Symposium on Dependable Computing, PRDC, Seoul, Korea, DOI: 10.1109/PRDC.2001.992719 December, 2001

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5. Jagannath Aghav, and R K Shyamasundar, “Realizing Real-Time Constraints in Synchronous Language Specifications,” IEEE Real-Time Systems Symposium, RTSS WIP Session, Orlando, Florida, (full version), IEEE Press 2000

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4. J V Aghav, and R K Shyamasundar, “Synchronous Implementation of Automotive Reactive Systems”, International Conference on Computational Engineering & Sciences, (ICES 2K), Los Angeles, CA, USA, August 2000

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3. J V Aghav, and R K Shyamasundar, “Pentium Bug Verification,” Technical Report, STCS, Tata Institute of Fundamental Research (TIFR), Mumbai, India, (full report) August 1999

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2. J V Aghav, S N Talbar, and T R Sontakke, “An Intelligent Terminal EKBC for Telegraphic Networks,” International Conference on Telematics, NERIST, Nirjuli, 1995

1. T R Sontakke, M M Joshi, J V Aghav, “Role of Quantization in Feature Based Cursive Script Recognition,” Institution of engineers Journal, Vol. 73, March 1993 (Best Paper Gold Medal)

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