Research Contributions


Grants fetched/ Proposals submitted

Proposal accepted at Mumbai University “Development of Few Shot Learning for Medical Imaging,” under Minor Research Grant for the Academic Year 2019-20.
Proposal submitted to AICTE-ISTE Induction /Refresher program "Computer Security from Data Science and Machine Learning Perspective“ for the year 2017-18.
Personal (Grant in aid) Research Project proposed on the topic, “A Secured Energy Efficient Routing Protocol for Delay Tolerant Hybrid Network" , is considered and approved and Rs. 3, 50,000- is sanctioned under RPS scheme of AICTE, New Delhi, for year 2013-14 and onwards. It was also preliminary short listed in year 2011-12 under RPS scheme of AICTE, New Delhi.
Computer Engineering Department (BDCE) CSIR: Rs. 40,000/- (Sanctioned) [Ref. No: SYM/7691/12-HRD dated 24th Dec 2012]
UGC: Rs. 96,750/- (Received out of Rs. 1,29,000) [Ref. No.: F.No.-24-158/12 (WRO) dated 06th May 2013 and F.No.-24-159/12 (WRO) dated 06th May 2013]


Patent

  • Published a patent on “Deep learning-based Language translator” (Application No: 202141049460, Date of Publication: 05/11/2021).
  • Copyright “Python Based Attendance Management Tool for Online Lecture during Covid 19 Pandemic”.(Application No/ROC No: L-110318/2022, Diary No: 24716/2021-CO/L, ROC Date: 11.01.2022)

Referred International / National Journal Publications

  1. Sheel Sanghvi and Ramchadra Mangrulkar, “BITSAT: An efficient approach to modern image cryptography", has been provisionally accepted for publication in International Journal of Computational Science and Engineering. (Indexed in Scopus (Elsevier), Compendex (Elsevier), Emerging Sources Citation Index, Academic OneFile (Gale), ACM Digital Library, Impact Factor: 1.32)
  2. Shrey Dedhia and Ramchandra Mangrulkar, “Color Image Encryption Architecture Based on a Novel Confusion Approach and Multi-Chaotic Mapping” has been provisionally accepted for publication in International Journal of Information Security and Applications. (Science Citation Index Expanded, INSPEC, Scopus, Engineering Index, Impact Factor: 3.872).
  3. Onkar Thorat, Nirali Parekh and Ramchandra Mangrulkar, “TaxoDaCML: Taxonomy based Divide and Conquer using machine learning approach for DDoS attack classification", has been published in International Journal of Information Management Data Insights Vol 1, Issue 2, November 2021, pp. 1-13(ISSN: 0268-4012, Impact Factor: 14.098).[https://doi.org/10.1016/j.jjimei.2021.100048]
  4. Onkar Thorat, Ramchandra Mangrulkar, “Combining DNA sequences and chaotic maps to improve robustness of RGB image encryption”, has been provisionally accepted for publication International Journal of Computational Science and Engineering- In Press (ISSN: 1742-7193-Indexed in Scopus (Elsevier), Compendex (Elsevier), Emerging Sources Citation Index, Academic OneFile (Gale), ACM Digital Library, Impact Factor: 1.32)
  5. Mehadi Surani and Ramchandra Mangrulkar, “Online Public Shaming Approach using Deep Learning Techniques", has been published in Journal of University of Shanghai for Science and Technology, Vol.23, Issue 21, March 2021, pp.214-217, ISSN:1007- 6735.
  6. Harshil Jhaveri, Himanshu Ashar and Ramchandra Mangrulkar, “Leveraging Data Science in Cyber Physical Systems to Overcome Covid-19”, has been published in Journal of University of Shanghai for Science and Technology, Vol.22, Issue 10, October 2020,pp.1993-2015, ISSN:1007-6735. UGC-CARE Group- II.
    Paper Link
  7. Heet Savla, Vruddhi Mehta and Ramchandra Mangrulkar, “Prediction and Diagnosis of COVID-19 using Machine Learning Algorithms”, has been published in International Journal of Recent Technology and Engineering (IJRTE) Vol.9, Issue 3, September 2020, pp. 678-683, ISSN: 2277-3878.
  8. Fenil Doshi, Parth Doshi, Jimit Gandhi, Khushmann Dwivedi and Ramchandra Mangrulkar, “Image Modification using Text with GANs,” has been published in International Journal of Computer Applications Technology and Research Vol.9, Issue 11,pp. 287-294, 2020, ISSN:-2319–8656.
  9. Aditya Jeswani, Shruti More, Kabir Kapoor, Sifat Sheikh and Ramchandra Mangrulkar, “Document Summarization using Graph Based Methodology,” has been published in International Journal of Computer Applications Technology and Research Vol.9, Issue 8,pp. 240-245, 2020, ISSN:-2319–8656.
  10. Mr.Bhavuk Sharma and Ramchandra S. Mangrulkar, “Deep Learning Applications in Cyber Security: A Comprehensive Review, Challenges and Future prospects” has been accepted for publication in International Journal of Engineering Applied Science and Technology, ISSN:2455-2143.
  11. Ramchandra S. Mangrulkar and Dr. Mohammad Atique, “SEDAR: Secured Energy Efficient Destination Aware Routing Protocol in Delay Tolerant Network" published in International Journal of Communication Networks and Distributed Systems (IJCNDS), Vol. 14, No. 3, 2015.[ DOI:10.1504/IJCNDS.2015.068668]
  12. Ramchandra S. Mangrulkar and Dr. Mohammad Atique, “Implementation and Testing of Delay tolerant Network using Self-Capable and Routing Nodes: A Case Study" in International Journal of Computer Networking, Wireless and Mobile Communications (IJCNWMC) ; ISSN(Print):2250-1568; ISSN (Online): 2278-9448; Impact Factor (JCC): 2.5967, Vol. 3, Issue 1, Mar 2013, 231-244.
  13. Snehal P. Dongare, Ramchandra S. Mangrulkar, “Optimal Cluster Head Selection Based Energy Efficient Technique for Defending against Gray Hole and Black Hole Attacks in Wireless Sensor Networks,” in Procedia Computer Science, Volume 78, 2016, Pages 423-430, ISSN 1877-0509, https://doi.org/10.1016/j.procs.2016.02.084.
    Paper Link
  14. Ramchandra S. Mangrulkar and Dr. Mohammad Atique, “Simulative Comparison between Delay Tolerant Routing Protocol: MaxProp and Prophet" in Global International Journal of Computer Application and Technology, GJCAT, Vol 1 (4), 2011, 590-594, ISSN: 2249-1945.
  15. Kajal K. Kapoor, Ramchandra S. Mangrulkar and Dr. Mohammad Atique, “An optimal path determination of moving beacons using Localized Directional Routing Protocol in Mobile Adhoc Network", published in International Journal of Enhanced Research in Science Technology & Engineering, vol 3 issue 1, pp. 38-46, March 2014.
  16. Ramchandra S. Mangrulkar, P. M. Jawandhiya, Dr. Mohammad Atique and Dr. M. S. Ali, “A Novel Hybrid Routing Protocol for Mobile Adhoc Network", published in International Journal of Advancement in Technology, http://ijict.org , ISSN 0976- 4860, Vol 1, No 2 (October 2010) @IJoAT , pp. 185-196.


Non-Referred International / National Journal Publications

  1. Dipankar Roy, Pratiksha Barman, Prachi Sorte, Trushna Wankhade, Vibhor Sharma and Ramchandra S. Mangrulkar, “A Pi-to-Mobile communication system to monitor mobile devices across a network using Raspberry Pi as an access point” published in Academia
  2. Ramchandra S. Mangrulkar and Pallavi V. Chavan, “Encrypting Informative Image by Key Image using Hill Cipher Technique", published in International Joint Journal of Recent Trends in Engineering ISBN978-952-5726-05-3, May 2009.
  3. Ramchandra S. Mangrulkar, Makrand R. Shahade, M. A. Pund and Dr. C. A. Dhote, “Hybrid Routing Protocol with Broadcast Reply for Mobile Adhoc Network", published in International Journal of Computer Applications, IJCA, Number 10 (ISBN: 978-93- 80746-09-8), February 2010, pp 131-136.
  4. R.S.Waghmare, Ramchandra S. Mangrulkar and V.G.Bhujade, “Sentence level Clustering Using Natural Language Processing,” published in the International Journal of Engineering Research (IJOER), Volume 3, S2, June 2015, ISSN- 2321-7758.
  5. R.S.Waghmare, Ramchandra S. Mangrulkar and V.G.Bhujade, “Study on Different Sentence Level Clustering Algorithms for Text Mining,” published in the International Journal of Pure and Applied Research in Engineering and Technology.
  6. Sneha.M. Sakharkar and Ramchandra S. Mangrulkar, “Implementation on Secure Routing Method for Detecting False Reports and Gray-hole Attacks along with Elliptic Curve Cryptography in Wireless Sensor Network", published in International Journal Of Engineering And Computer Science, pp.8865-8870.
  7. Reena Satpute, A.N.Thakre and Ramchandra S. Mangrulkar, “Performance Analysis of Wireless Sensor Networks using Elliptical Curves Cryptography,” published in International Journal of Engineering Research & Technology (IJERT), Vol. 3 - Issue 7 (July -2014).
  8. Snehal V. Alone and Ramchandra S. Mangrulkar, “A Review on Geographical Location Based Energy Efficient Direction Restricted Routing in DTN", published in International Journal of Research in Engineering and Science (IJRES). [DOI: 10.1109/INPAC.2014.6981149]
  9. Rahul Bansod, Ms.Vaishali Bhujade and Ramchandra S. Mangrulkar, “Spam Classification using Artificial Neural Network with Weight Measures", published in International Journal of Advanced Computer Technology (IJACT),pp.68-72.
  10. Rahul Bansod, Ms.Vaishali Bhujade and Ramchandra S. Mangrulkar, “Text and Image based Spam Email Classification using an ANN Model-an Approach,” published in International Journal on Recent and Innovation Trends in Computing and Communication
  11. P.M. Jawandhiya, Pravin R. Satav, Suresh A. Asole, Ramchandra S. Mangrulkar and Dr. M. S. Ali, “Image Indexing for Fast Retrieval of Image from Image Database Using Color Feature", published in International Journal of Advancement in Technology , http://ijict.org , ISSN 0976-4860, Vol 1, No 2 (October 2010) @IJoAT , pp. 174-184.
  12. Ramchandra S. Mangrulkar and Pallavi V. Chavan, “Sharing a Secret in Network", IETECH Journal of Information Systems, volume 4, No. 02, 84-87, 2010, ISSN: 0973-8096.


Papers presented in International Conferences

  1. Govind Thakur, Shreya Nayak and Ramchandra Mangrulkar, “MalDeXA - A Malware Detection system using XGBoost on Amazon Web Services", presented in International Conference on Innovative Computing, Intelligent Communication and Smart Electrical systems (ICSES -2021), organized by St. Joseph’s Institute of Technology, Chennai, India on 24th Sept. 2021.
  2. Rahul Patanwadia and Ramchandra Mangrulkar, “Novel Image Scrambling Recursive Algorithm utilizing Rubik's Cube”, presented in International Conference on Recent Trends in Electronics, Information and Communication Technology (RTEICT-2021), organized by Shri Venkateshwara College of Engineering, Bengaluru during 27th and 28th August 2021.
  3. Nishant Nimbare, Parth Shah, Shail Shah, Ramchandra Mangrulkar, “A Hybrid Approach for Landmark Recognition using Deep Local Features and Residual Network-50", presented in 2nd International Conference on Automation Computing and Communication (ICACC2021), organized by DY Patil’s RAIT NAvi Mumbai.
  4. Preet Soni, Yash Gandhi, Vrudhi Mehta, Ramchandra Mangrulkar, “HealthDesk- A One Stop Health Application Using Machine Learning Techniques ", presented in 2nd International Conference on Automation Computing and Communication (ICACC2021), organized by DY Patil’s RAIT Navi Mumbai.
  5. Mehdi Surani, Ramchandra Mangrulkar, “Comparative Analysis of Deep Learning Techniques to detect Online Public Shaming”, presented in 2nd International Conference on Automation Computing and Communication (ICACC2021), organized by DY Patil’s RAIT NAvi Mumbai.
  6. Dev Savla, Kaustubh Kekre, Amogh Parab, Jay Gala, Ramchandra Mangrulkar and Pankaj Sonawane, “Virtual Farmer,” presented in 11th International Conference on Computing Communication and Networking Technologies (ICCNT) during 1st July 2020 to 3rd July 2020, organized by IEEE Kharagpur Sesction, IIT Kharagpur.
  7. Mr.Anish Pandita, Mr.Mit Parekh, Mr.Jitendra Sachwani, Mr.Romil Shah and Mr. Ramchandra Mangrulkar, “Design and Implementation of Library Shelf Management using Machine Learning” has been accepted for oral presentation in Springer Second International Conference on Advanced Computing Technologies and Applications 2020, Theme: Intelligent Computing” during 28th Feb. 2020 to 29th Feb. 2020 organized by DJSCE Mumbai.
  8. Ms.Mrunal Teli, Ms. Riya Singh, Ms.Minal Kyada, and Mr. Ramchandra Mangrulkar, “Network Intrusion Detection using Machine Learning” presented in Springer Second International Conference on Advanced Computing Technologies and Applications 2020, Theme: Intelligent Computing” during 28th Feb. 2020 to 29th Feb. 2020 organized by DJSCE Mumbai.
  9. Ms.Gargee Bhase and Mr. Ramchandra Mangrulkar, “An Access Control System using Visual Cryptography and Steganography,” published in IEEE 14th International Conference on Information Processing ICInPro 2018, organized by Computing Professional Charitable Trust, Bengaluru and University Visvesvaraya College of Engineering, Banglore University Bengaluru during 21st to 23rd Dec. 2018.
  10. Mr. Ramchandra Mangrulkar, “Design of Neuromuscular Stimulation to Supervise Parallelized Arm using Human-Machine-Human Interaction,” published in 4th International Conference on Computing, Communication, Control and Automation (ICCUBEA 18) during 16th to 18th Aug. 2018.
  11. Mr. Prashil Negandhi and Mr. Ramchandra Mangrulkar, “Intrusion Detection System using Random Forest on the NSL-KDD Dataset,” published in Springer Approved Fifth International Conference on “Emerging Research in Computing, Information, Communication and Applications (ERCICA 2018)” organized by "Nitte Meenakshi Institute of Technology (NMIT), Yelahanka, Bangalore, India during 27th to 28th July 2018.
  12. Mr. Durga Amarnath M. Budida & Ramchandra S. Mangrulkar, “Design and Implementation of Smart Health Care System using IoT ", published in IEEE Sponsored 4th International. Conference on Innovation and Information Embedded and Communication System (ICIIECS17), held on 17th and 18th March 2017, organized by Karpagam College of Engineering, Koimbatore, Tamilnadu, India. [DOI: 10.1109/ICIIECS.2017.8275903]
  13. Ramchandra S. Mangrulkar, “Retinal Image Classification Technique for Diabetic Identification", in IEEE International Conference on Engineering and Technology (ICET) organized by Karpagam College of Engineering, Coimbatore during 16 to 17 Dec. 2016. [DOI: 10.1109/I2C2.2017.8321873]
  14. Nilesh P. Dangare and Ramchandra S. Mangrulkar, “Design and Implementation of Trust Based Approach to mitigate various attacks in Mobile Adhoc Network,” published in Elsevier Procedia Computer Science, Volume 68, Pages 342-349, 2016. [DOI: 10.1016/j.procs.2016.02.070]
  15. KomalPakojwar, Vaishali Bhujade and Ramchandra S. Mangrulkar, “Web Data Extraction and Alignment using Tag and Value similarity,” published in IEEE International Conference on Innovations in Information, Embedded and Communication Systems (ICIIECS), Coimbatore, India [DOI: 10.1109/ICIIECS.2015.7193044]
  16. Ramchandra S. Mangrulkar and Dr. Mohammad Atique, “Design and Implementation of Delay Tolerant Network: A Case Study", IEEE International Conference, NuiCone 2012, Organized by Nirma University Ahmedabad, Gujarat. [DOI: 10.1109/NUICONE.2012.6493181]
  17. Ramchandra S. Mangrulkar and Dr. Mohammad Atique, “Performance Evaluation of Delay Tolerant Routing Protocols by Variation in Buffer Size,” in International Conference on Advances in Engineering, Science and Management. organized by ESG Pillay Engineering College, Nagapattinam during 30 to 31 March 2012. ISBN: 978-1-4673-0213-5 [DOI: 10.1109/ICCCCT.2010.5670553]
  18. Ramchandra S. Mangrulkar and Dr. Mohammad Atique, “Trust Based Secured Adhoc On Demand Distance Vector Routing Protocol for Mobile Adhoc Network", published in 6th IEEE International conference on Wireless and Sensor Network during 15 to 19 Dec. 2010 organized by Indian Institute of Technology, Allahabad, Uttar Pradesh, IEEE catalogue no. CFP1075DPRT having ISBN No: 978-1-4244-9728-7. [DOI: 10.1109/WCSN.2010.5712310]
  19. Ramchandra S. Mangrulkar and Dr. Mohammad Atique, “Routing Protocol for Delay Tolerant Network: A Survey and Comparison”, published in 2010 IEEE International Conference on Communication, Computing and Control during 07 to 10 Oct. 2010 organized by St. Xavier's Catholic College of Engineering (SXCCE) and Syed Ammal Engineering College (SAEC), Ramanathapuram, IEEE Catalog Number: CFP1044K-ART ISBN: 978-1-4244-7770-8.
  20. Pallavi V. Chavan and Ramchandra S. Mangrulkar, “Encrypting Informative Color Image using Color Visual Cryptography”,published in IEEE 3rd International Conference on Emerging Trends in Engineering and Technology, Venue-Birla Institute of Technology, Goa, pp.277-281. [DOI: 10.1109/ICETET.2010.94]
  21. Ramchandra S. Mangrulkar and Makrand Shahade, “Hybrid Routing Protocol using Unicast Reply" published in proceeding of International Conference and Workshop on Emerging Trends in Tech. in 2010 organized by Thakur College of Engineering in collaboration with ACM Sigart and Sigarch USA, Mumbai during 26 to 27 Feb. 2010, ISBN:978- 1-60558-812-4, pp:138-140. [DOI: 10.1145/1741906.1741930]
  22. Ramchandra S. Mangrulkar and Yogesh Bani, “Visual Cryptography using Modified Data Hiding in Halftone Images using Conjugate Error Diffusion" published in 3rd Innovative Conference on embedded Systems, Mobile Communication and Computing will be held at Infosys Mysuru (Mysore), India during 11 to 14 Aug. 2008. ISBN: 10:0230-63618- 7, ISBN13:978-0230-63618-7, pp.115-120.
  23. Ramchandra S. Mangrulkar and Dr.Ashok Kumar Turuk, “A Novel Routing Protocol in Ad hoc Network", Int. Conference-ICDEM'08 at Bishop Haber College of Engg. Tiruchirapalli on 9th Feb. 2008, ISBN-978-81-906267-0-5, pp.282-286.
  24. Ms. S. P. Dongare, Ramchandra S. Mangrulkar, “An Improved Cluster Head Selection Approach for Energy Efficiency in Wireless Sensor Networks: A Review” in proceedings of IEEE Communication Society Chapter, Pune Section, India of International Conference on Pervasive Computing ICPC 2015 organized by Sinhgad College of Engineering, Pune during 8 to 10 Jan. 2015. [DOI: 10.1109/PERVASIVE.2015.7087190]
  25. Ms. B. V. Vaidya and Ramchandra S. Mangrulkar, “Design and Development of Peer-to-Peer Web Caching Technique for Mobile Ad-Hoc Network - A Review", in proceedings of IEEE International Conference on Advances in Computer Engineering and Applications (ICACEA) from IMS Engineering College (UP) organized during 19 to 20 March 2015. [ DOI: 10.1109/ICACEA.2015.7164687]
  26. Ms. S. P. Dongare, Ramchandra S. Mangrulkar, “Implementing Energy Efficient Technique for Defence Against Grey-Hole and Black-Hole Attacks in Wireless Sensor Networks,” in proceedings of IEEE UP Section, India of International Conference on Advances in Computer Engineering, and applications ICACEA (International Conference on Advances in Computer Engineering and Applications) 2015 organized by IMS Engineering College, Ghaziabad during 19 to 20 March 2015. [ DOI: 10.1109/ICACEA.2015.7164689]
  27. Ms. B. V. Vaidya and Ramchandra S. Mangrulkar, “Implementation and Testing of Peer-to-Peer Web Caching Technique for Mobile Ad-Hoc Network", in proceedings of 4th International Conference on Quality Up-Gradation in Engineering, Science and Technology (IC-QUEST), from Bapurao Deshmukh College of Engineering, Sevagram, Wardha organized on 11th April 2015.
  28. Mr. Rahul Bansod, Ramchandra S. Mangrulkar and Prof.V.G. Bhujade, “Text and Image based Spam Email Classification using an ANN Model- an Approach" 2nd international Conference on Science and Technology for Society (ICSTS-2015), Jhulelal Institute of Technology, Nagpur (India) 19th May 2015.
  29. Ms. S. M. Sakharkar, Ramchandra S. Mangrulkar and Dr. Mohammad Atique, “A Survey: Secure Routing Method For Detecting False Report and Gray-Hole Attack with Elliptic Curve Cryptography in Wireless Sensor Networks", in proceedings of IEEE Student's Conference on Ele., Electronic and Computer science, from MANIT(Bhopal) organized on 1st and 2nd March 2014. [DOI: 10.1109/SCEECS.2014.6804514]
  30. Ms. S. M. Sakharkar, Ramchandra S. Mangrulkar, “Implementation of Elliptic Curve Cryptography for Wireless Sensor Network", in proceedings of 3rd International Conference on Quality Up-gradation in Engineering, Science and Technology (IC- QUEST), 2014.
  31. Ms.Vishakha Fursule and Ramchandra S. Mangrulkar, “Artery / Vein Classification of Retinal Images to identify Diabetes", published in 5th International Conference on Quality Up-gradation in Engineering, Science and Technology on 12th April 2016 at BDCE Sevagram.
  32. Ms.Mayuri Bamnote, Prof.A. D.Gotmare and Ramchandra S. Mangrulkar, “Lung Nodule Detection Using Patched Based Context Analysis Method with Support Vector Machine", published in 5th International conference on Quality Up-gradation in Engineering, Science and Technology on 12th April 2016 at BDCE Sevagram.
  33. Ramchandra S. Mangrulkar and Dr. Mohammad Atique, “Design and Implementation of Direction Aware Routing Protocol for Delay Tolerant Network in Heterogeneous Environment", published in IJCA Proceedings on International Conference on Quality Up-gradation in Engineering, Science and Technology, Volume 1, Number 1, pp. 19- 22,2014.
  34. Ramchandra S. Mangrulkar and Dr. Mohammad Atique, “Performance Evaluation of Flooding Based Delay Tolerant Routing Protocols", in International Journal of Computer Applications Volume NCETCSIT - Number 1, 2012, ISSN 0123-4560.
  35. Ramchandra S. Mangrulkar, Pallavi V. Chavan and S. N. Dagadkar, “Improving Route Selection Mechanism using Trust Factor in AODV Routing Protocol for MaNeT", published in International Journal of Computer Applications, IJCA, Vol 7, Number 10 (0975- 8887) October 2010, pp 36-39.
  36. Mr.Nilesh N. Dangare and Ramchandra S. Mangrulkar, “A survey on Various Attacks in Mobile Ad-hoc Network", Presented in International Conference (ICETPITM-2015) at St. Aloysis' College (Autonomous), Jabalpur, Madhya Pradesh during 5 to 6 Jan. 2015 and published in "Journal of Multidisciplinary Research Studies" (ISSN: 2394-6911), pp. 38-42, Vol. 1(1), January 2015.
    Paper Link
  37. R.S.Waghmare, Ramchandra S. Mangrulkar and V.G.Bhujade, “Study on Different Sentence Level Clustering Algorithm for Text Mining", Presented and Published in 3rd Int. Journal of Pure and Applied Research in Engineering and Technology (IJPRET) at IBSS Collage, Amravati, April 2015.
  38. Ms Reena S. Satpute, Ramchandra S. Mangrulkar, Prof. Amit N. Thakare, “An Efficient Clustering Algorithm for Wireless Sensor Networks", in proceedings of 3rd International Conference on Quality Up-gradation in Engineering Science and Technology (IC-QUEST 2014) organized by B.D.College of Engineering Sevagram, Wardha, April 2014.
  39. Ramchandra S. Mangrulkar and Dr. Mohammad Atique, “Design and Development of Delay Tolerant Network: A Case Study" in IEEE International Conference, Nuicone 2012 organized by Nirma University Ahmedabad, Gujarat during 6 to 8 Dec. 2012.
  40. Ramchandra S. Mangrulkar and P.V.Chavan, “Encrypting Informative Color Image using Color Visual Cryptography", IEEE 3rd International conference on Emerging Trends in Engineering and Technology, Venue-Birla Institute of Technology, Goa, paper indexed in IEEE digital library CSI, during 19 to 21 Nov. 2010.
  41. Ramchandra S. Mangrulkar and P.V.Chavan and P.M.Jawandhiya, “Energy Efficient Routing Protocol for MaNeT" published in proceeding of National Conference on Advances in Wireless communications (NCAWC 2010) during 7 to 8 May 2010 organized by S.S.G.M.C.O.E, Shegaon, Maharshtra.
  42. Ramchandra S. Mangrulkar and Dr. Ashok Kumar Turuk, “Hybrid Approach for on Demand & Table-Driven Routing Protocol for Adhoc Network", Int. Conference at Anuradha Engineering College, Chikhlidist: Buldana, Maharashtra.
  43. Ramchandra S. Mangrulkar and Dr. Ashok Kumar Turuk, “An Efficient Route Discovery & Maintenance in Ad hoc Network", National Conference, Synergy Institute of Tech.,Orissa, during 19 to 20 Jan. 2008.
  44. Ramchandra S. Mangrulkar and P.V.Chavan , “Attacks in Distributed System and Solutions to deal with them", Proceeding of International Conference held at Haldia Institute of Technology, Haldia, West Bengal during 19 to 21 March 2007. ISBN-81-89766-74-0, pp.134-137.
  45. Ramchandra S. Mangrulkar and P.V.Chavan, “Secret Sharing in Information Security" Proceeding of International Conference held at Haldia Institute of Technology, Haldia, West Bengal during 19 to 21 March 2007. ISBN-81-89766-74-0, pp.51-55.
  46. Ramchandra S. Mangrulkar and P.V.Chavan, “Authentication for Remote Voting using Visual Cryptography" Proceeding of International Conference held at Erode Sengunthar College of Engineering, Erode, Tamilnadu during 29 to 31 Jan. 2007, ISBN10:0230- 63055-3, ISBN13:978-0230-63055-0, pp.110-116.
  47. Ramchandra S. Mangrulkar and P.V.Chavan, “Logical Clocks & Clock Synch. in Distributed system" Proceeding of International Conference held at Priydarshini College of Engineering. & Arch., Nagpur during 11 to 13 July 2006, pp.94.
  48. Ramchandra S. Mangrulkar and P.V.Chavan, “Image Encryption Using Visual Cryptography" Proceeding of National Conference held at S.R.E.S. College of Engineering., Kopargaon, Ahmednagar during 28 to 29 July 2007.


Papers presented in National Conferences

  1. Ms.Mayuri Bamnote, Prof.A.D.Gotmare and Ramchandra S. Mangrulkar, “Sustainable Computing and Communication for Development", published in 3rd National Conference, NCSC2D in association with IETE and IEI held at Prof. Ram Meghe Institute of Technology and Research Badnera on 12th and 13th Feb. 2016.
  2. Ms.Vishakha Fursule and Ramchandra S. Mangrulkar, “An artery vein classification of retinal images to identify diabetes using graph-based approach", published in 3rd national conference on NCSC2D in association with IETE and IEI held at Prof. Ram Meghe Institute of Technology and Research Badnera on 12th and 13th Feb. 2016.
  3. Ramchandra S. Mangrulkar and S. N. Dagadkar, “Linux Virtual Server: A Survey and comparison" published in 5th National Conference on Emerging Trends and Technology (eITBM 2010) during 9 to 10 Oct. 2010, organized by Vidya Pratishthan's Institute of Information Technology, Baramati, Maharashtra.
  4. Ramchandra S. Mangrulkar and P.V.Chavan, “Use of secret sharing scheme in remote voting" proceeding of National Conference held at M.P.C.C.E.T Bhilai , Chattisgarh., during 02 to 03 March 2007.
  5. Ramchandra S. Mangrulkar and P.V.Chavan, “Effective method for securing images using visual cryptography in communication" proceeding of National Conference held at D. J. Sanghavi College of Engineering, Vile Parle , Mumbai during 24-26 Feb 2006.pp. A- 58.
  6. Ramchandra S. Mangrulkar, “Multimedia Technology" National Level Paper presentation 2004 held at Bapurao Deshmukh College of Engineering Sevagram, Wardha.


Guest Editor of Journal / Book series / Book

Working as Guest Editor for Special Issue of journal “Applications of Blockchain, Machine Learning and Deep Learning in Data Security” Tech Science Press


Books Published / Edited

  1. Pallavi Chavan, Parikshit N Mahalle, Ramchandra Mangrulkar and Idongesit Williams, “Data Science: Techniques and Intelligent Applications” to be published by Taylor and Francis, CRC Press.
  2. Narendra Shekokar, Hari Vasudevan, Surya Durbha, Antonis Michalas, Ramchandra Mangrulkar, Tatwadarshi P Nagarhalli and Monika Mangla, “Cyber Security Threats and Challenges facing Human Life” to be published by Taylor and Francis, CRC Press.
  3. Ramchandra Mangrulkar, Antonis Michalas, Narendra Shekokar, Meera Narvekar and Pallavi Chavan, “Design of Intelligent Applications using Machine Learning and Deep Learning” published by Taylor and Francis, CRC Press. [Scopus Indexed]
  4. Mangesh M. Ghonge, Sabyasachi Pramanik and Ramchandra Mangrulkar and Dac Nhuong Le, “Cyber Security and Digital Forensics” to be published by Wiley, Scrivener [ISBN: 9781119795636].
  5. Mangesh M. Ghonge, Ramchandra Mangrulkar, Pradip M. Jawandhiya and Nitin Goje,“Future Trends in 5G and 6G: Challenges, Architecture, and Applications”, to be published by Taylor and Francis, CRC Press. [Scopus Indexed]


Book Chapter

  • The Chapter entitled, “4S Framework: A Practical CPS Design Security Assessment & Benchmarking Framework”, authored by Neel A. Patel, Dhairya A. Parekh, Yash A. Shah and Ramchandra Mangrulkar has been published in Wiley “Cyber Security and Digital Forensics" published by Scrivener publishing.
  • The chapter entitled, Software Defined Network: A brief overview and survey of services,” has been accepted for publication in Springer Book, “Software Defined Networks for Adhoc Networks”.
  • The chapter entitled, “Study of Machine Learning techniques for Recommendation System,” has been accepted for publication in Bentham Science Publisher, Book “Artificial Intelligence and Data Science for Recommendation Systems: Current Trends, Technologies and Applications”.
  • The chapter entitled, “Federated Learning for Brain Tumor Segmentation on Cloud”, authored by Deep Gandhi, Jash Mehta, Nemil Shah, Ramchandra Mangrulkar published in CRC Press, Taylor, and Francis Series Book “Cloud Computing Technologies for Smart Agriculture and Healthcare”.
  • The chapter entitled, “Blockchain and It's Applications in Healthcare” authored by Sumukh Maduskar, Maitri Gohil, Vikrant Gajria and Ramchandra Mangrulkar has been publichsed in Book “Enabling Blockchain Technology for Secure Networking and Communications" published by the by the United States of America IGI Global Information Science Reference (an imprint of IGI Global)701 E. Chocolate Avenue Hershey PA, USA
  • The chapter entitled, “Application of Steganography for Secure Data Transmission Using Lossless Compression”, authored by Kylyn Fernandes, Ankit Rishi Gupta, Pratik Panchal and Ramchandra Mangrulkar, published in: Multidisciplinary Approach to Modern Digital Steganography, IGI Global
  • The chapter entitled, “Recent Challenges in IoT” authored by Sumukh Maduskar, Maitri Gohil, and Ramchandra Mangrulkar has been approved for publication in Book “Security Issues and Privacy Threats in Smart Ubiquitous Computing", published by the in-Springer book series Studies in Systems, Decision and Control.
  • The chapter entitled, ‘Data Acquisition and Preparation for Artificial Intelligence and Machine Learning Applications,’ authored by Kallol Bosu Roy Choudhuri, Ramchandra Mangrulkar has been accepted for publication in CRC Press, Taylor, and Francis Series Book ‘Design of Intelligent System using Machine Learning and Deep Learning’
  • The chapter entitled, ‘Application of Deep Learning in Counting WBCs, RBCs And Blood Platelets Using Faster Region Convolutional Neural Network,’ authored by Nirav Jain, Shail Shah, Ramchandra Mangrulkar, Pankaj Sonawane, has been accepted for publication in CRC Press, Taylor, and Francis Series Book ‘Design of Intelligent System using Machine Learning and Deep Learning.’
  • The chapter entitled, ‘Application of Machine Learning and Deep learning for Thyroid Disease Prediction,’ authored by Aditi Vora, Ramchandra Mangrulkar, Narendra Shekokar, Meera Narvekar, has been accepted for publication in CRC Press, Taylor, and Francis Series Book ‘Design of Intelligent System using Machine Learning and Deep Learning.’
  • The chapter entitled, ‘Applications of Deep Learning in Facial Recognition,’ authored by Jimit Gandhi, Aditya Jeswani, Fenil Doshi, Parth Doshi, Ramchandra Mangrulkar, has been accepted for publication in CRC Press, Taylor, and Francis Series Book ‘Design of Intelligent System using Machine Learning and Deep Learning.’
  • The chapter entitled, ‘Application of Deep Learning in Deforestation Control & Prediction of forest fire calamities,’ authored by Muskan Goenka, Ramchandra Mangrulkar has been accepted for publication in CRC Press, Taylor and Francis Series Book ‘Design of Intelligent System using Machine Learning and Deep Learning.’
  • The chapter entitled, ‘Machine Learning Techniques to classify Breast Cancer,’ authored by Drashti Shah, Ramchandra Mangrulkar has been accepted for publication in CRC Press, Taylor, and Francis Series Book ‘Design of Intelligent System using Machine Learning and Deep Learning.’
  • The chapter entitled, ‘Application of Deep Learning in Video Question Answering System,’ authored by Mansi Pandya, Arnav Parekhji, Aniket Shahane, Palak Chavan, Ramchandra Mangrulkar has been accepted for publication in CRC Press, Taylor, and Francis Series Book ‘Design of Intelligent System using Machine Learning and Deep Learning.’
  • The chapter entitled, ‘Implementation and analysis of Machine Learning and Deep Learning algorithms,’ authored by Samip Kalyani, Neel Vasani, Ramchandra Mangrulkar has been accepted for publication in CRC Press, Taylor, and Francis Series Book ‘Design of Intelligent System using Machine Learning and Deep Learning.’
  • The chapter entitled, ‘Comprehensive Study of Failed & Semi-Failed Machine Learning Applications Using a Novel 3C Approach’, authored by Neel Patel, Prem Bhajaj, Pratik Panchal, Tanmai Prabhune, Pankaj Sonawane, Ramchandra Mangrulkar has been accepted for publication in CRC Press, Taylor and Francis Series Book ‘Design of Intelligent System using Machine Learning and Deep Learning’.
  • The chapter entitled, “Impact Analysis of COVID 19 News Headlines on Global Economy”, authored by Ananya Malik, Yash Jhaveri and Dr. Ramchandra S. Mangrulkar has been scrutinized for publication in Elsevier Book entitled “Cyber Physical Systems: AI and COVID-19”.
  • The chapter entitled, “Application of Internet of Things in Mishap Avoidance Due to Swamping: A Novel Approach” authored by Neil Patel and Dr. Ramchandra S. Mangrulkar has been approved for publication “Security and Privacy Applications for Smart City Development” in Springer book series Studies in Systems, Decision and Control.
    Chapter Link
  • The chapter entitled, “Recent Challenges in IoT” authored by Maitri Gohil, Sumukh Maduskar(BE) and Dr. Ramchandra S. Mangrulkar has been approved for publication in Book “Security Issues and Privacy Threats in Smart Ubiquitous Computing" to be published by the in Springer book series Studies in Systems, Decision and Control.
  • The chapter entitled, “The Invisible Eye - A Security Mechanism to Protect Motorways: Architecture and Design Principles” authored by Neel Patel (TE) and Dr. Ramchandra S. Mangrulkar has been accepted for publication in Springer book entitled, "Internet of Things, Smart Computing and Technology: A Roadmap Ahead".
    Chapter Link
  • The chapter entitled, “Training a Feed Forward Neural Network using Cuckoo Search” authored by Adit Kotwal, Rishika Bharti, Jai Kotia (BE) and Dr. Ramchandra S. Mangrulkar has been accepted for publication in Springer book titles “Applications of Cuckoo Search Algorithm and its variants” in Springer Tracts in Nature-Inspired Computing.
    Chapter Link
  • The chapter entitled, "Applications of Bat algorithm for brain tumor segmentation” authored by Rishika Bharti, Adit Kotwal, Mansi Pandya, Harshil Jhaveri (BE) and Dr. Ramchandra S. Mangrulkar has been accepted publication in Springer book titles “Applications of Bat Algorithm and its variants” in Springer Tracts in Nature-Inspired Computing.
    Chapter Link
  • The chapter entitled, “Application of Firefly Algorithm for Face Recognition,” authored by Mr. Jai Kotia, Ms. Rishika Bharti, Mr. Adit Kotwal and Dr. Ramchandra S. Mangrulkar has been published inSpringer book titled “Applied Firefly Algorithm and its Variants: Case Studies and New Developments” from Springer book series Springer Tracts in Nature-Inspired Computing, pp.147-171
    Chapter Link
  • The chapter entitled, “Chaos Theory and Systems in Cloud Content Security" authored by Ms.Kanksha Zaveri, Ms. Niti Shah and Dr. Ramchandra S. Mangrulkar is published in the book, “Handbook of Research on Cloud Computing and Big Data Applications in IoT” by the United States of America IGI Global Information Science Reference (an imprint of IGI Global)701 E. Chocolate Avenue Hershey PA, USA 17033,ISBN13: 9781522584070.(DOI: 10.4018/978-1-5225-8407-0.ch017)
    Chapter Link
  • The chapter entitled, “Applications of Machine Learning in Wireless Sensor Network,” authored by Dr. Ramchandra S. Mangrulkar & Mr. Prashil D. Negandhi published in Soft Computing in Wireless Sensor Networks published by Chapman and Hall/CRC Press London, ISBN 9780815395300 - CAT# K344196.
    Chapter Link
  • The chapter entitled, “Direction-Aware Routing Protocol for Delay Tolerant Network: Architecture, Design, and Implementation” authored by Dr. Ramchandra S. Mangrulkar and Dr. Mohammad Atique has been Published as Chapter 6 in the book, " Routing Protocols and Architectural Solutions for Optimal Wireless Networks and Security" by the United States of America IGI Global Information Science Reference (an imprint of IGI Global) 701 E. Chocolate Avenue Hershey PA, USA 17033, ISBN13: 9781522523420.
    Chapter Link


Reviewer of International Journal

  1. Reviewer of International Journal of Computer Applications (IJCA)
  2. Reviewer of Journal of Network and Computer Applications
  3. Reviewer of International Journal of Computational Science and Applications (IJCSA)


Reviewer of Book / Book Chapter

  • Reviewed book proposal, “Automata Theory and Formal Languages” received from Chris Katsaropoulos, Senior Acquisitions Editor, Biomedical Engineering, Elsevier