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jva.comp@coep.ac.in

Faculty

Dr Jagannath Vithalrao Aghav

Designation: 

Professor

Department: 

Computer & IT

Email: 

jva.comp@coep.ac.in
jagannath.aghav@{gmail.com, acm.org, gov.in}

Phone Number: 

+91-20-25507358 (O)

Website: 

www.coep.org.in

Teaching Experience: 

28

Research Experience: 

7

Qualifications: 

PDF, PhD, ME, BE, DIEE

PhD (2005) in Computer Science from TIFR Mumbai India and Postdoctoral fellow (2003) of Swiss Federal Institute of Technology (EPFL) Lausanne Switzerland. The area of research and teaching interests is: Formal Verification, Data Science, Machine Learning, Theory of Computation, and Synchronous Programming.

Awards and Honors: (haven't applied)

  1. Best Paper award in all Tracks, International Conference (ICCCN'17) NITTTR Chandigarh, 2017
  2. Best Paper award in Machine Learning Track, International Conference (ICCCN'17) NITTTR Chandigarh, 2017
  3. ISTE Visiting Professor (Computer Engineering), ISTE New Delhi, 2009-2010
  4. Sarojini Damodaran International Fellowship during PhD January 2002
  5. Computer Engineering Division Gold Medal (Best journal paper) 1992-1993
  6. University Rank Gold Medal Bachelor degree 1986-1987
  7. University Rank Gold Medal Master degree 1991-1992
  8. National Merit Scholarship, Govt of India, 1982-1988

Teaching Responsibility: 

Courses offered jointly with Industries:
1. Machine Learning (with Credit-Suisse) M Tech Comp IS
2. Business Analytics (with Credit-Suisse, TCS, SAS) B Tech Comp IT
3. Data Analytics and R Programming, (IIM-R) MBA
4. Development and Verification of Secure Software Systems (with Microsoft), B Tech
5. Object-Oriented Modeling and Design (with Wikipedia), B Tech
6. Storage, Virtualization, and Cloud Computing (with IBM), M Tech

M Tech Courses:
7. Real-Time Systems
8. Complexity and Algorithms
9. Advanced Operating Systems
10. Embedded Systems

B Tech Courses:
11. Theory of Computation, earlier Theory of Computer Science 
12. Probability and Statistics 
13. Software Engineering  
14. Compiler Construction
15. Data Structures
16. Discrete Mathematics
17. Automata and Computability earlier Automata Theory
18. Multimedia Communication Systems
19. Algorithms and Complexity 
20. Design and Analysis of Algorithms 
21. Operating Systems

Additional Responsibility: 

• Institute Level Quality Assurance 
• Institute Level AICTE CII 
• Institute Level Physical Stock Verification 
• Institute Level Write-off committee member
• Vice Chair IEEE Computer Society  (Govt/Academia)
• Accreditation Evaluator (NBA) (Tier-I and Tier-II)
• Head, 2008-2009, 2012-2014
• Maharashtra Public Service Commission (MPSC) Expert (Class-1: Prof, Asso & Assist Prof, Sysadmin)
• Member of Academic Council, Research Recognition, Board of Studies at Universities, NITs, and Autonomous Institutes
• ACM COEP Chapter faculty
• Evaluator AICTE, UGC, evaluation of research proposals
• Wikipedia Teaching Fellow
• TEQIP Dept Coordinator
• Reviewer IEEE, Elsevier
• PhD admissions coordinator
• Examiner at Universities and NITs for M Tech and PhD Thesis
• Examiner PhD (Entrance Exams) and Member FY, SY B Tech admissions
• Reviewer/PC Member/Track Chair/ of IEEE /Springer Conferences: ICSICCS-2018 (Springer), ICICCT2018 (Springer), IC4S-2018, A2ICS-2017, ICCI-2017 IITK,  IV-2017 USA, ICAC3-2017, ICICCT-2017, CICN 2017 Cyprus, IC4S-2017, IDEA 2k17, ICSICCS-2017, IOT4TD-2017, ICACCI-2017 (TPC), ICEI-2017, ICCUBEA-2017, CAST 2016, ... and earlier  
• Faculty Advisor, M Tech and B Tech
• DTE Nominee, Faculty Recruitment and Member, Staff Recruitment
• Chairman DTE Inspection Committees and Chancellor Nominee, Faculty Recruitment

Research Talks:
1. “Unifying Time Constraints Validation,” at Faculty Forum Computer Science Department, CWI, Netherlands
2. “Validating Real-Time Behavioral Patterns of Embedded Controllers,'' at International Workshop on Specification and Validation of UML Models for Real-Time and Embedded Systems, San Francisco, USA
3. "Developing Software Tools for System Design and Analysis," School of Computing, National University of Singapore (NUS), Singapore
4. "Design and Validation of Embedded Systems in Esterel," School of Computer Engineering, Nanyang Technological University (NTU), Singapore
5. “Data Analytics Applications: Algorithmic Perspective,” Gujarat Technological University (GTU), Ahmedabad
6. “Big Data: Challenges and sample solutions,” at the workshop on Big data, Infosys, Hinjewadi, Pune

Other Invited Talks:
7. "Restructuring Universities for coping with the Challenges of the 21st Century" Gujarat Technical University (GTU), Ahmadabad
8. "Accreditation: Understanding and Preparation," ISTE FDP FRCE Mumbai
9. "Understanding and Mapping of the Course Outcomes and Program Outcomes," Symbiosis Institute of Technology (SIT), Lavale, Pune

Implementations:
1. SyncRT: Tool for Validation of Timing Constraints in Esterel using Lex, Yacc, C, and Tcl/Tk.
2. Industrial case study example of the gear controller, various case studies, protocols, using Esterel, Charon, and UML.

Publications: 

Journals: 09 (Best Paper Gold Medal)
International Conferences: 57  List of all publications.
 
Publications:

 

  1. 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  PDF

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

  3. Pranav Pandey and Jagannath Aghav, “Pedestrian safety for autonomous vehicles,” In Springer AISC and LNNS Series in 4th International conference on ICT for sustainable development, Goa, July 5, 2019    PDF
  4. Jagannath Aghav, Savita Borole, Tarun Wadhwa, Harleen Virk, “Neural Image Semantics Generator”, “Minds and Machines” (submitted)  PDF 
  5. Pranav Pandey and Jagannath Aghav, “Human activity recognition and its applications in autonomous vehicles,” Intelligent and robotics systems (submitted)    PDF

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

  7. 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, Ghaziabad, India, 22-23 February 2019   PDF

  8. 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, Arga, India, 29-30 March 2019   PDF

  9. 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, Bangkok, Thailand, October 20-21, 2018   PDF
  10. 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   PDF
  11. 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   PDF
  12. 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  PDF
  13. Anwesh Marwade, Nakul Kumar, Shubham Mundada, and Jagannath Aghav, “Augmenting E-Commerce Product Recommendations by Analyzing Customer Personality," IEEE 9th 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   PDF     IEEExplore
  14. 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)   PDF
  15. 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)   PDF
  16. 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  PDF
  17. 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   PDF     IEEExplore
  18. 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  PDF      Researchgate
  19. 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, 3rd 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   PDF      Researchgate      SpringerLink
  20. Vikram 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  PDF
  21. 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   PDF     Researchgate
  22. 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   PDF
  23. 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     PDF   IEEExplore      Researchgate
  24. 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   PDF
  25. 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  PDF
  26. 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   PDF     Researchgate
  27. 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  PDF
  28. 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  PDF      IEEExplore      Researcgate
  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    PDF      IEEExplore      Researchgate
  30. 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   PDF    IEEExplore     Researchgate
  31. 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   PDF
  32. 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
  33. 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   PDF      ACM-Digital-Library      Researchgate
  34. 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 PDF   Researchgate      arXiv
  35. 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  PDF
  36. 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   PDF    Researchgate      SpringerLink
  37. 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  PDF
  38. 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  PDF
  39. Meera Mudholkar, Saloni Peswani, Seema Kela, Jagannath 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    PDF     Researchgate
  40. 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  PDF
  41. 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  PDF   arXiv      Researchgate
  42. 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   PDF      IEEExplore      Researchgate
  43. 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 PDF      CiteSeerX      Researchgate
  44. Jagananth Aghav, and Nikhil Sharma, “A Software Architecture for Provisioning of Mobile Services in an OSGi implementation,” The 7th IEEE International Conference on Perspective Technologies and Methods in MEMS Design (MEMSTECH’11), Polyana, Ukraine, May 11-14, 2011  PDF      IEEExplore      Researchgate
  45. 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   PDF
  46. 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  PDF
  47. 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  PDF
  48. 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   PDF
  49. 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   PDF    Researchgate
  50. 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     PDF      Researchgate
  51. Jagannath Aghav, and Prasanna Kulkarni, “Verification of Multicast Protocol using UPPAAL,” Proceedings of International Conference on Computational Engineering & Sciences, ICCES, Corfu, Greece, July 2003
  52. 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  PDF      IEEExplore      Researchgate
  53. 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   PDF      CiteSeerX       Researchgate
  54. 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  PDF    Researchgate
  55. 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    PDF     CiteSeerX      Researchgate
  56. J V Aghav, S N Talbar, and T R Sontakke, “An Intelligent Terminal EKBC for Telegraphic Networks,” International Conference on Telematics, NERIST, Nirjuli, 1995
  57. 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)   PDF

Memberships and Affiliations: 

ACM,  IEEE, CSTA, CSI,  FIETE, ISTE, IET, IIPA, IARCS, ISCA, IAENG, Wiki-Chapter, ISCB
 

Current Projects : 

Government funded (AICTE RPS, AICTE MODROBS, UGC) and
Industries sponsored (John Deere, SAS, Imagination, TCS, Nvidia, Symantec, PSPL)

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