Warm Greetings !!
The real voyage of research is not seeking new inventions but having new Eyes
It gives me immense pleasure to share my thoughts on research with you.
By profession, I am an academician in Computer Science and a research consultant.
During the course of my research, I have come across many young researchers who are really in need of some tips for writing research articles, publishing papers, handling stress during the research period etc. This is my humble effort to help the young research community in achieving its goals.
Best wishes….
Dr. Vijay Rajpurohit.
Ph.D.( Computer Science and Engineering)
Google Scholar Profile : Click Here
My Research Journey So Far……..
Reviewer/Technical Committee Member:
- International Conference on Automation Robotics Control and Vision- 2010 Singapore (Nanyang Technological University).
- International Conference on Intelligent Systems and Data Processing (ICISD 2011) held on 24th and 25th January 2011 by IT Department of G H Patel College of Engineering & Technology (GCET), Vallabh Vidyanagar. Gujarat.
- 2nd International Conference on Data Storage and Data Engineering Xi’an, China, May 13-15, 2011.
- 4th IEEE International Conference on Computer Science and Information Technology, (IEEE ICCSIT 2011), Chengdu, China, June 10 – 12, 2011.
- International Journal of Petroleum and Gas Engineering.
- National Conference on Advances in Computer Science and Information Security(ACSIS-12) at MIT Manipal, India, on Jan 6-7,2012.
- 2nd International Conference on Electronics and Optoelectronics (ICEOE 2012) at Shenyang, China, July 27 – 29, 2012.
- International Journal of Modeling and Optimization(IJMO).
- Scientific Journals International (SJI).
- 2nd International Conference on Electronics and Optoelectronics (ICEOE 2012), Shenyang, China, July 27 – 29, 2012.
- International Conference on Intelligent Systems and Signal Processing (ISSP 2013) held on 1st and 2nd March, 2013 , G H Patel College of Engineering & Technology (GCET), Vallabh Vidyanagar, Gujarat.
- Program Committee Member of International Symposium on Computational and Business Intelligence (ISCBI 2013), August 24-26, 2013, New Delhi, India.
- Member of Screening Committee for the Faculty Selection under Faculty of CSE, VTU, Belagavi, held from 10th July 2013 to 13th July 2013.
- Member of Ph.D, a screening committee under Faculty of CSE, VTU, Belagavi, held from 10th Sept 2013 to 13th Sept. 2013.
- Reviewer for the 5th IEEE International Advanced Computing Conference held at BMS College of Engg Bangalore on 07/12/2015.
- Reviewer for TCS Nano Video Courses in the month of October 2015.
- Member Advisory board for the International Conference on i7C-2016 organized by Sri Sai College of Engg, Anekal Bangalore( 10-11 November 2016).
- Member of Ph.D, screening committee under Faculty of CSE, Visvesvaraya Technological University, Belagavi, India, for the year 2016-2017.
- 4th International Conference on Computational Methods in Engineering and Health Sciences (ICCMEH 2017) Manipal.
- Member of Ph.D, screening committee under Faculty of CSE, VTU, Belagavi, for the year 2017-18.
- Advisory board member for ICRESEET17 International conference at Goa held on 8th and 9th April 2017.
- Reviewer for the International Journal of Computers and Electronics in Agriculture(Elsevier).
- Reviewer for the International Journal on Crop Breeding and Applied Biotechnology, April 2018
- Member of Ph.D, screening committee under Faculty of CSE, VTU, Belagavi, for the year 2018-2019.
- Certificate of Outstanding Contribution in Reviewing awarded in July 2018 “Computers and Electronics in Agriculture ( Elsevier Journal )”
- Member Board of Studies Dept of IS BEC Bagalkot for the year 2018-19.
- Member, Board of Studies Dept of CSE, KLS GIT Belagavi.
- Member, Board of Studies Dept of CSE, PDA College of Engineering Kalburagi for the year 2019-20.
- Reviewer for the 4th IEEE International Conference ICEECCOT organized by GSSS Institute of Engineering and Technology for women Mysore held on 13-14th December 2019.
- Reviewer for VTU Multidisciplinary International Journal of Engineering Sciences and Management October 2019.
- Member Academic Council, KLS GIT Belagavi between 2017-2019.
- Reviewer for International Journal of Literature, Language and Linguistics(Premier publishers) May 2019.
- Reviewer for International Journal of Image and Graphics May 13, 2020.
- Reviewer for Thematic Issue on Smart Environments and Ambient Intelligence in Agricultural Technology, Journal of Ambient Intelligence and Smart Environments, 19/06/2020.
- Reviewer for AGRICULTURAL SCIENCE RESEARCH JOURNAL, 15/05/2020.
- Reviewer for SLVG-D-20-00014R1- Springer Journal, 24/7/2020
- Reviewer for ICBDB 2020 Conference, Hong Kong. 26/05/2020
- Member Technical committee ICBDB 2020 Conference, Hong Kong. 26/05/2020.
- Member Program committee ICBDB 2021 Conference, Beijing, China.
- Reviewer for Elsevier Journal “Computer Methods and Programs in Biomedicine” 2021.
Session Chair
- Session chair for International Conference on Automation Robotics Control and Vision- 2010 (“Rescue and Field Robotics) held at Singapore (Nanyang Tehnological University), Dec 2010.
- Session chair for International Conference on Evolutionary Trends in Information Technology(ICETIT-2012), held at Visveswaraya Technological Unversity Belagavi on 5th October 2012.
- Technical chair for a session for the National Conference ATEES-2014 held on March 21st 2014 at GIT Belagavi.
- Session Chair for International Conference on Computational Techniques, Electronics and Mechanical Systems-2018(CTEMS-2018) held at KLS GIT Belagavi from 21-23,December 2018.
- Session Chair for International Conference for Emerging Technology (INCET 2020) 05th – 07th June, 2020, Jain Engineering College Belagavi.
Research:
Research Domain: Image Processing Soft computing Decision Support System, Machine Learning
1. PhD Thesis :
“Design of New and Efficient Algorithms for Robot Motion planning in 3D Environment”.
This research was carried out under the grant sanctioned by the AICTE Govt of India to the research supervisor.
One of the many features needed to support the activities of autonomous Robot systems is the ability to plan motion using vision. Motion planning enables the Robot to move in its environment securely and to accomplish a given task. There has been considerable research in the field of mobile robot navigation. However, relatively few complete and working systems have been reported using vision. In this thesis, new and efficient algorithms for Robot motion planning in a 3D environment have been developed using Computer Vision and Soft Computing tools.
2. M.Tech. Thesis :
Neuro-Fuzzy Techniques for Terrain Analysis and 3-Dimensional Motion Planning
In this work, a novel method using image processing is proposed to solve the motion planning of a Robot, in a 3-Dimensional static environment, by considering the surface properties of the terrain and applying Neuro-Fuzzy techniques to classify the terrain. Neuro-Fuzzy classification helps in isolating obstacles (unsafe regions) from safe regions based on the threshold values defined.
3. PhD Guideship:
No of PhD s Guiding/Guided: 08
4. Publications:
International Journals:
- Vijay S Rajpurohit and Manohara Pai M M, An Optimized Fuzzy Based Short Term Object Motion Prediction for Real-life Robot Navigation Environment. Lecture Notes in Computer Science, Springer, Volume 5188, pp.114-125, 2008. ISSN.0302-9743 (Print) 1611-3349 (Online).
- Vijay S Rajpurohit and Manohara Pai M M, Using Self Organizing Networks for Moving Object Trajectory Prediction. International Journal on Artificial Intelligence and Machine Learning, volume 9, Issue 1, pp 27-34,2009
- Vijay S Rajpurohit and Manohara Pai M M, Parallel Object Motion Prediction in a Robotic Navigational Environment. Lecture Notes in Computer Science, Springer, volume 5698, pp.435-444, 2009, ISSN. 0302-9743(Print) 1611-3349 (Online).
- Vijay S Rajpurohit and Manohara Pai M M, Motion Prediction of Moving Objects in a Robot Navigational Environment using Fuzzy-based Decision Tree Approach in International Journal “Journal of Automation Mobile Robotics and Intelligent Systems”, October 2010, Vol.4.
- Sannakki SS, Rajpurohit Vijay S, Nargund V.B, Arun Kumar R and Yallur P S A Hybrid Intelligent System for Automated Pomegranate Disease Detection and Grading. International Journal of Machine Intelligence, (ICV: 4.45) ISSN:0975–2927 & E-ISSN: 0975–9166 Pages 36-44, 2011
- Gollagi S.G and Rajpurohit Vijay S Wireless Framework For Monitoring and Controlling Agricultural Actions. . International Journal of Machine Intelligence (ICV: 4.45), ISSN: 0975–2927 & E-ISSN: 0975–9166, Pages.58-61,2011.
- Anil Kannur, Asha Kannur, Vijay S Rajpurohit Classification and Grading Of Bulk Seeds Using Artificial Neural Network. International Journal of Machine Intelligence (ICV: 4.45), ISSN: 0975–2927 & E-ISSN: 0975–9166, Pages 62-73,2011.
- Sanjeev S Sannakki, Vijay S Rajpurohit et.al. “Leaf Disease Grading by Machine Vision and Fuzzy Logic” International Journal of Computer Technology and Applications. Vol 2(5). pp.1709-1716. ISSN:2229-6093,2011.
- Vijay S Rajpurohit and Manohara Pai M M, Efficient Object Motion Prediction using Fuzzy Petri Net based Modeling in a Robot Navigational Environment, International Journal of Vehicle Autonomous Systems (Inderscience Publishers), Special Issue on Design and Control of Unmanned Ground Vehicle Systems, pp.19-40, 2012 Vol. 10 No. 1/2 DOI: 10.1504/12.47692.
- Harshavardhan G. Nagaur, Sanjeev S. Sannakki, Vijay S Rajpurohit, Arunkumar R. “Fruits Sorting and Grading using Fuzzy Logic” International Journal of Advanced Research in Computer Engineering & Technology (IJARCET) Volume 1, Issue 6, August 2012 ISSN: 2278 – 1323
- Sanjeev S Sannakki, Vijay S Rajpurohit Sagar J Birje. Comparison of Different Leaf Edge Detection Algorithms Using Fuzzy Mathematical Morphology International Journal of Innovations in Engineering & Technology (IJIET) ISSN: 2319 – 1058, Vol 1, Issue 2 AUGUST-2012 Pg. No.15-21. http://ijiet.com/wp-content/uploads/2012/09/3-1.pdf AY-12-13.
- Vijay S. Rajpurohit, Forensic Image Analysis – A Framework The International Journal of Forensic Computer Science DOI: 10.5769/J201301002 , IJoFCS (2013) 1, 13-19.
- Bhagyalaxmi Kullolli, Vijay S Rajpurohit and Anil B Gavade An Algorithmic Approach for Multispectral Image Quality Assessment. International Journal of Current Engineering and Technology ISSN 2277 – 4106 pp.209-214. Impact Factor:2.552. Special Issue-1 (Sept. 2013)
- Snehal Ashtekar, Vijay S Rajpurohit and Anil B Gavade Implementation of Segmentation Techniques for Multispectral Satellite Images– International Journal of Current Engineering and Technology ISSN 2277 – 4106 pp.234-239. Impact Factor:2.552. Special Issue-1 (Sept. 2013).
- Sanjeev S Sannakki, Vijay S Rajpurohit “Disease Identification and Grading of Pomegranate Leaves Using Image Processing and Fuzzy Logic” has been published International Journal of Food Engineering. Volume 9, Issue 4, Pages 467–479, ISSN (Online) 1556-3758, ISSN (Print) 2194-5764,-DOI: 10.1515/ijfe-2012-0241-November-2013. Impact factor 0.46. http://www.degruyter.com/view/j/ijfe.2013.9.issue-4/ijfe-2012-0241/ijfe-2012-0241.xml.
- S.S.Sannakki, Vijay.S.Rajpurohit, “Classification of Pomegranate Diseases based on Back Propagation Neural Network” International Journal of Advance Foundation and Research in Computer(IJAFRC) vol.1, Issue 6, May 2014 pp-309-316.
- Kuldeep Sambrekar and Vijay S. Rajpurohit, “A Proposed Model for Mobile Cloud Computing in Agriculture”, International Journal for Scientific Research & Development, Volume 2, Issue 7, ISSN[Online]: 2321–0613, Sept 2014
- Ramesh A. Medar, Vijay. S. Rajpurohit “A survey on Data Mining Techniques for Crop Yield Prediction” International Journal of Advanced Research in Computer Science and Management Studies ISSN: 232 77821, Volume 2, Issue 9, September 2014.
- Arun Kumar R, Vijay S Rajpurohit, Research Avenues in Fruit Characterization using Machine Vision: A Review International Journal of Emerging Technology and Advanced Engineering , (ISSN 2250-2459, ISO9001:2008 Certified Journal, Volume 4, Issue 11,). November 2014.
- Pranesh Kulkarni, S. S. Sannakki, V.S.Rajpurohit “A survey on Digital Image Watermarking” International Journal of Advance Foundation and Research in Computer (IJAFRC), Volume 1, Issue 6, May 2014.
- Kuldeep Sambrekar and Vijay S Rajpurohit “A proposed model for mobile cloud computing in agriculture”, International Journal for scientific research and development, ISSN: 2321-0613, vol 2, issue 7 Sept 2014.
- Ramesh Medar and Vijay S Rajpurohit “A Survey on Data Mining Techniques for Crop Yield Prediction”, International Journal of Advanced Research in Computer Science and Management Studies, Vol-2, Issue-9, Sep-2014.
- Bhaygyshree Deyannvar, Vijay Rajpurohit and Kuldeep Sambrekar “A Survey on Cloud-Based Framework for Providing Updates on Agricultural Products”, International Journal of Emerging Technology in Computer Science & Electronics (IJETCSE), ISSN: 0976-1353 Volume 14 Issue 2 –APRIL 2015.
- Gouri C. Khadabadi, Vijay S. Rajpurohit, Arun Kumar and V.B.Nargund, “Disease Detection in Vegetables Using Image Processing Techniques: A Review”, International Journal of Emerging Technology in Computer Science & Electronics, ISSN: 0976-1353, Vol. 14, no.2, pp. 954-960, Apr 2015.
- R.V. Patil, S.S. Sannakki, V. S. Rajpurohit “A Survey on Classification of Liver Diseases using Image Processing and Data Mining Techniques” International Journal of Computer Science and Engineering, Vol-5, Issue-3 published March 2017.
- Arun Kumar R, Vijay S Rajpurohit, Bhairu J Jirage “ Pomegranate Fruit Quality Assessment using Machine Intelligence and Wavelet Features” Journal of Horticultural Research (sciendo) 2018, vol. 26(1): 53–60 DOI: 10.2478/johr-2018-0006.
- S.S.Sannakki, Prasad Hiremath, V.S.Rajpurohit, “A Comparative Study of Load Balancing Algorithms in Cloud Computing”, Journal of Emerging Technologies & Innovative Research Vol.5 Issue 8 August 2018 ISSN 2349-5162.
- Arun Kumar R, Vijay S. Rajpurohit & Kshitijarun Y. Bidari (2018) Multi Class Grading and Quality Assessment of Pomegranate Fruits Based on Physical and Visual Parameters, International Journal of Fruit Science.
- Kuldeep Sambrekar & Vijay S Rajpurohit, “Fast and Efficient Multiview Access Control Mechanism for Cloud Based Agriculture Storage Management System”, International Journal of Cloud Applications and Computing, Volume 9, Issue 1 DOI: 10.4018/IJCAC.2019010103, IGI Global, January,2019.
- Kuldeep Sambrekar and Vijay S Rajpurohit, “Fast and Efficient Agro Data Classification Model for Agriculture Management System using Hierarchical Cloud Computing”, International Journal of Innovative Technology and Exploring Engineering (IJITEE), ISSN: 2278-3075, Volume-8 Issue-4S, Retrieval Number: DS2894028419 /19©BEIESP, February 2019.
- Ramesh Medar and Vijay S Rajpurohit Accepted a paper titled “Sugarcane Crop Yield Forecasting Model Using Supervised Machine Learning” for publication in Modern Engineering and Computer Science(MECS) journal.
- Anil B. Gavade & Vijay S. Rajpurohit (2019): Systematic analysis of satellite image-based land cover classification techniques: literature review and challenges, International Journal of Computers and Applications, DOI:10.1080/1206212X.2019.1573946 (Taylor and Francis), Feb 2019.
- M. Huddar, S. S. Sannakki and V.S.Rajpurohit, “A Survey of Computational Approaches and Challenges in Multimodal Sentiment Analysis” International Journal of Computer Sciences and Engineering, Vol.-7, Issue-1, Jan 2019 E-ISSN: 2347-2693 (UGC Journal).
- Gururaj L Kulkarni, Sanjeev S Sannakki, Pavan N Kunchur, Vijay S Rajpurohit, “Data Analysis for the prediction of the liver cancer disease using features of the dataset” in International Journal of Engineering, Applied and Management Sciences Paradigms (IJEAM), Special Issue 3rd ICRMR-2019. March 2019.
- M. Huddar, S. S. Sannakki and V.S.Rajpurohit, “Multimodal Emotion Recognition Using Facial Expressions, Body Gestures, Speech, and Text Modalities” in International Journal of Engineering and Advanced Technology (IJEAT) ISSN: 2249 – 8958, Volume-8 Issue-5, June 2019 (SCOPUS JOURNAL).
- M. Huddar, S. S. Sannakki and V.S.Rajpurohit, “Attention-based Multimodal Contextual Fusion for Sentiment and Emotion Classification using Bidirectional LSTM” in International Journal of Information Retrieval Research (IJIRR). ISSN / eISSN 2155-6377 / 2155-6385, Volume-10 Issue-2, doi:10.4018/IJIRR. (WEB OF SCIENCE JOURNAL).
- Abhilasha C, S.S.Sannakki, V.S.Rajpurohit, “Smart-Gloves for people with disabilities” published in International Journal of Innovative Technology and Exploring Engineering (IJITEE) ISSN: 2278-3075, Volume-8, Issue- 6S4, April 2019, DOI: 10.35940/ijitee.F1245.0486S419. (SCOPUS).
- M. Huddar, S. S. Sannakki and V.S.Rajpurohit, “Multi-level context extraction and attention-based contextual inter-modal fusion for multimodal sentiment analysis and emotion classification” published in International Journal of Multimedia Information Retrieval, December 2019. https:/doi.org/10.1007/s13735-019-00185-8. (SCOPUS).
- Girish.R.Deshpande, V.S.Rajpurohit, S.S.Sannakki, Sudhindra .K. Madi, “Designing Optimal Path for Wireless Sensor Networks by Combining Energy and Security Components” International Journal of Innovative Technology and Exploring Engineering (IJITEE) ISSN: 2278-3075, Volume-9,Issue-2S, December 2019. (SCOPUS).
- M. Huddar, S. S. Sannakki and V.S.Rajpurohit, “Multi-level feature optimization& multimodal contextual fusion for sentiment analysis and emotion classification” published in Computational intelligence Vol. 36, Issue 2, pages 861-881, 2020. Wiley Publisher (Scopus and Web of Science Indexed, SCIE).
- M. Huddar, S. S. Sannakki and Vijay S. Rajpurohit, “Attention-Based Word-Level Contextual Feature Extraction and Cross-Modality Fusion for Sentiment Analysis and Emotion Classification” published in International Journal of Intelligent Engineering Informatics. Vol.8, Issue 1, 2020, Inderscience Enterprises Ltd.
- Gururaj L Kulkarni, Sanjeev S Sannakki, Vijay S Rajpurohit, “Data Visualization for the prediction of Liver Cancer Disease using different graphical Techniques”, published in International Journal of Engineering and Advanced Technology (IJEAT) ISSN: 2249 – 8958, Volume-9 Issue-4, April 2020, Pg No.1893-1895. (SCOPUS JOURNAL).
- Shiravale S. S. Sannakki S. S. and Rajpurohit V. S. “Recent Advancements in Text Detection Methods from Natural Scene Images” International Journal of Engineering Research and Technology. ISSN 0974-3154, Volume 13, Number 6 (2020), pp. 1344-1352. © International Research Publication House(UGC Care).
- Shiravale S. S., Sannakki S. S. and Rajpurohit V. S. Text Region Identification in Indian Street Scene Images Using Stroke Width Transform and Support Vector Machine Springer Nature Computer Science,(Submitted) (SCOPUS)
- M. Huddar, S. S. Sannakki and V.S.Rajpurohit., “Attention-based Multi-modal Sentiment Analysis and Emotion Detection in Conversation using RNN” International Journal of Interactive Multimedia and Artificial Intelligence. July 2020 ISSN- 1989-1660 ( Web of Science Indexed, SCIE ).
- Mahesh G. Huddar, Sanjeev S. Sannakki and Vijay S. Rajpurohit, “Attention-based Multimodal Contextual Fusion for Sentiment and Emotion Classification using Bidirectional LSTM”, International Journal of Multimedia Tools and Applications, 2021 (Springer).
- Mahesh G. Huddar, Sanjeev S. Sannakki and Vijay S. Rajpurohit, “Attention-based Multi-modal Sentiment Analysis and Emotion Detection in Conversation using RNN”, International Journal of Interactive Multimedia and Artificial Intelligence, 2020.
- Mahesh G. Huddar, Sanjeev S. Sannakki and Vijay S. Rajpurohit, “Multi-level feature optimization and multimodal contextual fusion for sentiment analysis and emotion classification”, Computational Intelligence, Vol. 36, No. 2, PP. 861-881, 2020 (Wiley), DOI: https://doi.org/10.1111/coin.12274.
- Mahesh G. Huddar, Sanjeev S. Sannakki and Vijay S. Rajpurohit, “Attention-Based Word-Level Contextual Feature Extraction and Cross-Modality Fusion for Sentiment Analysis and Emotion Classification”, International Journal of Intelligent Engineering Informatics, Vol. 8, No. 1, PP. 1-18, 2020 (Inderscience).
- Mahesh G. Huddar, Sanjeev S. Sannakki and Vijay S. Rajpurohit, “Multi-level context extraction and attention-based contextual inter-modal fusion for multimodal sentiment analysis and emotion classification”, International Journal of Multimedia Information Retrieval, Vol. 9, No. 2, PP. 103–112, 2020 (Springer).
- Gavade, Anil B. and Rajpurohit, Vijay S. ‘A Hybrid Optimization-based Deep Belief Neural Network for the Classification of Vegetation Area in Multi-spectral Satellite Image’. DOI: 10.3233/KES-170376. International Journal of Knowledge-based and Intelligent Engineering Systems, vol. 24, no. 4, pp.363-379, 2020. Published: 18 January 2021.(IOS Press).
- Gavade, Anil B. and Rajpurohit, Vijay S Sparse-FCM and deep learning for effective classification of land area in multi-spectral satellite images, Journal: Evolutionary Intelligence. 2020, DOI: 10.1007/s12065-020-00362-3.
- Gavade, Anil B. and Rajpurohit, Vijay S S-DolLion-MSVNN: A Hybrid Model for Developing the Super-Resolution Image From the Multispectral Satellite Image.28-08-2020. The Computer Journal, bxaa 106.
- Prashant Y Niranjan ,V. S. Rajpurohit, Sanjeev S Sannakki “Question Answering System for agriculture domain using machine learning techniques: literature survey and challenges” INDERSCIENCE Publishers, 26 Oct 2020 Vol.6 No.2.
- Arun Kumar, Vijay S Rajpurohit, Nilesh N Gaikwad, Image dataset of pomegranate fruits (Punica granatum) for various machine vision applications, Data in Brief, Elsevier, August 2021, Volume 37.
- Veeresh Ashok Mulimani, Sanjeev S Sannakki, Vijay S Rajpurohit A Systematic Review of Clustering and Classifier Techniques for Brain Tumor Segmentation in MRI Images International Journal of Computer Vision and Image Processing (IJCVIP), Vol:11 Issue:2 Pages: 46-57, IGI Global. DOI: 10.4018/IJCVIP.2021040103
- GL Kulkarni, SS Sannakki, V.S. Rajpurohit Data Visualization for the Prediction of Liver Cancer Disease using Different Graphical Techniques. International Journal of Engineering and Advanced Technology (IJEAT), 2020/4, Volume (9/4), Issue 4, 1893-1895 Publisher Blue Eyes Intelligence Engineering& Sciences Publication.
- GL Kulkarni, SS Sannakki, V.S. Rajpurohit Data Analysis for the prediction of the liver cancer disease using features of the dataset International Journal of Engineering, Applied and Management Sciences. Paradigms(IJEAM), 2019.
- Gururaj Kulkarni, Sanjeev Sannakki, Vijay S.Rajpurohit. Manjunath Managuli, Pavan Kunchur, Comparison of Classifiers for the Prediction of Liver Cancer Disease. Tianjin Daxue Xuebao (Ziran Kexue yu Gongcheng Jishu Ban)/ Journal of Tianjin University Science and Technology ISSN (Online): 0493-2137 E-Publication: Online Open Access Vol:55 Issue:01:2022 .
- Abhinandan Shirahatti, Vijay Rajpurohit, Sanjeev Sannakki Transformer-based multi-head attention network for aspect-based sentiment classification Indonesian Journal of Electrical Engineering and Computer Science Vol. 26, No.1, April 2022, pp. 472~481 ISSN: 2502-4752, DOI: 10.11591/ ijeecs.v26.i1. pp472-481.
- Prashant Y. Niranjan; Vijay S. Rajpurohit “ A Novel Binary Tree and Pattern Matching Mechanism for Building Effective Question Answering System for Agriculture Domain” International Journal of Research, Innovation and Commercialisation ( Inderscience Publishers) DOI: 10.1504/IJRIC.2023.10052555.
- Abhinandan Shirahatti, Vijay Rajpurohit, Sanjeev Sannakki “Fine grained irony classification through transfer learning approach” Computer Science and Information Technologies, Vol 4, No 1 , March 2023, pp.43-49 DOI:10.11591/csit.v4i1.pp.43-49.
National Journals:
- Sanjeev S Sannakki, Vijay S Rajpurohit et.al. “A survey on applications of fuzzy logic in agriculture” published in National Journal for Computer Applications (JCA), ISSN:0974-1925, Volume 4, Issue1, Jan-March 2011, Pg. No 8-11. jcaksr ce.org/upload/Jan-March%202011.pdf AY-10-
International Conferences
- Vijay S Rajpurohit and Manohara Pai M M, 3-D Motion planning using Neuro-Fuzzy techniques: An experimental approach 23-28 Feb –2003, INCARF (International Conference CAD, CAM, ROBOTICS and AUTONOMOUS FACTORIES) –IIT Delhi.
- Vijay S Rajpurohit and Manohara Pai M M, Neuro-Fuzzy Based Behavioral Architecture for Robot Navigation System. IEEE International Conference on Signal and Image Processing, Vol-1, pp. 223-228, ISBN-10: 0230-63003-0, BVBCET HUBLI, 7-9 December 2006.
- Vijay S Rajpurohit and Manohara Pai M M, Feature Extraction Learning For Stereovision Based Robot Navigation System. 14th IEEE International Conference on Advanced Computing and Communications- ADCOM 2006, pp.362-365, ISBN-1-4244-0715-X, NITK, Surathkal, Mangalore, 20-23 December 2006.
- Vijay S Rajpurohit and Manohara Pai M M, Parallel implementation of 3D Object Reconstruction in a Robotic Navigational Environment. IEEE International Conference on Control, Automation, Robotics and Vision, ICARCV-2010 at Singapore from 07-12-2010 to 10-12-2010.
- Vijay S Rajpurohit and Manohara Pai M M, Performance Analysis of a Multiwindow Stereo Algorithm on Small Scale Distributed Systems (A Message Passing Environment). International Conference on Advances in Information Technology and Mobile Communication – AIM 2011, April 21-22, 2011, Nagpur, Maharashtra, India. pp 340-343, DOI :10.1007/978-3-642-20573-6_59 Print ISBN 978-3-642-20572-9, Online ISBN, 978-3-642-20573-6, Communications in Computer and Information Science , Vol,147, Series ISSN 1865-0929, Publisher Springer Berlin Heidelberg.
- Vijay S Rajpurohit and Manohara Pai M M , Efficient Object Motion Prediction using Adaptive Fuzzy Navigational Environment. International Conference on Advances in Information Technology and Mobile Communication – AIM 2011, April 21-22, 2011, Nagpur, Maharashtra, India. pp 1-5, DOI : 10.1007/978-3-642-20573-6_1, Print ISBN 978-3-642-20572-9, Online ISBN, 978-3-642-20573-6, Communications in Computer and Information Science , Vol,147, Series ISSN 1865-0929,Publisher: Springer Berlin Heidelberg.
- Sanjeev S. Sannakki, Vijay S. Rajpurohit, and V.B. Nargund, SVM-DSD: SVM Based Diagnostic System for the Detection of Pomegranate Leaf Diseases. Aswath Kumar M. et al. (Eds.): Proceedings of International Conference on Advances in Computing (ICAdC, AISC,174, pp.715–720.) held at MSRIT Bangalore India on 04-06, July 2012.
- Sanjeev S. Sannakki, Vijay S. Rajpurohit, “Wheat Disease Recognition using Color Texture features and Discriminant Analysis”, Proceedings of International Conference on Electrical, Computer Science and IT (ICECSIT), held at Goa on 5th August 2012, pp. 11-16, ISBN: 978-93-82208-03-7.
- Bhaskar G Telagi, Anil B Gavade and Vijay S Rajpurohit Satellite Image segmentation using Chan Vese Algorithm, 6th International Conference on Advanced Computing and Communication Technologies(ICACCT-2012), Rohtak,3 November 2012, Haryana.pp-205-209.
- Bhagyalaxmi Kullolli, Apoorva Raikar, Snehal Ashtekar and Vijay S Rajpurohit A Survey On Integrating Various Techniques For Improving Nand Flash Memory, International Conference on Evolutionary Trends in Information Technology(ICETIT-2012), held at Visveswaraya Technological Unversity Belagavi on 5th-6th October 2012, pp-18.
- Uday Mane, Ravi Kalkundri, Vinayak Patil and Vijay S Rajpurohit Survey on Scratchpad Memory Management Strategies in Embedded Systems, International Conference on Evolutionary Trends in Information Technology(ICETIT-2012), held at Visveswaraya Technological Unversity Belagavi on 5th-6th October 2012, pp-26.
- Pallavi U. Deshpande, Fathimath Sumira and Vijay S Rajpurohit, A Survey on Caching Strategies in Improving the Performance of Mobile Networks, International Conference on Evolutionary Trends in Information Technology(ICETIT-2012), held at Visveswaraya Technological Unversity Belagavi on 5th-6th October 2012, pp-29.
- Mohammed Elahi, Vijay S Rajpurohit, “P2P Network for Preclusion of Selective Jamming Attacks Using Packet Concealing Methods” International Research Conference on Innovative Strategies in Commerce, Management, Engineering, Technology and Social Science, Published in Journal “IJAMTE” (ISSN 2249-7455) of International Conference IGCCIA-June, 2013.
- Arun Kumar R, Vijay S Rajpurohit, Harshada Ghasari and Nargund V B, “Machine Vision System for Grading Chilies,” in Proceedings of the 2nd International Conference on Emerging Trends in Computer Science, Communication and Information Technology, Yashawant Mahavidyalay, Nanded, Feb 9-11, 2015, pp. 273-277.
- Anil B. Gavade and Vijay S Rajpurohit Single Frame Image Resolution Enhancement Using Super Resolution1st International Conference on Emerging Trends in Engineering Sciences 2015 (ICETES 2015) held at Jain College of Engineering, At Belagavi, India, Volume: Volume 14/Issue 2. April 2015.
- Bhagyashree Deyannvar Vijay S Rajpurohit Kuldeep Sambrekar. “A Survey on Cloud-Based Framework for Providing Updates on Agricultural Products International Conference on Emerging Trends in Engineering Sciences 2015 (ICETES 2015) held at Jain College of Engineering, At Belagavi, India, Volume: Volume 14/Issue 2. April 2015
- Gouri C.Khadabadi,Vijay S.Rajpurohit, Arun Kumar,V.B.Nargund, “Disease Detection in Vegetables Using Image Processing Techniques: A Review”, International Conference on Emerging Trends in Engineering Sciences 2015 (ICETES 2015) held at Jain College of Engineering, At Belagavi, India, Volume: Volume 14/Issue 2. April 2015
- Arun Kumar, Gouri C.Khadabadi, Vijay S. Rajpurohit, Dr.V.B.Nargund, “Identification and Classification of Diseases in Carrot Vegetables Using Discrete Wavelet Transform”, International Conference on Emerging Research in Electronics, Computer Science and Technology ICERECT-15, held at PES College of Engineering Mandya, 978-1-4673-9563-2/15/$31.00 ©2015 IEEE.
- Anil B. Gavade, Vijay S. Rajpurohit, “Multispectral Super Resolution and Image Quality Assessment Comparative Analysis”, Published in proceedings of International Conference on Computing, communication and energy System (ICCCES) held on 29th and 30th Jan, 2016 at Rajarambapu Institute of Technology, Rajaramnagar, Islampur.
- Arun Kumar R, Vijay S Rajpurohit and Nargund V B, “A Neural Network Assisted Machine Vision System for Sorting Pomegranate Fruits,” in Proceedings of the 2nd IEEE International Conference on Electrical, Computer and Communication Technologies, SVS College of Engineering, Coimbatore, Feb22-24, 2017, pp. 1435-1443.
- Kuldeep Sambrekar and Vijay S Rajpurohit “A Proposed Technique for Conversion of Unstructured Agro-data to Semi-structured or Structured data, in International Conference on Communication and Signal Processing, Adhiparasakthi Engineering College 5th April 2017.
- Kuldeep Sambrekar and Vijay S Rajpurohit “A Comparative study on various Storage Techniques in Cloud Computing, in IEEE’s 2nd International Conference for Convergence in Technology, Pune,7th & 8th April 2017.
- Kuldeep Sambrekar and Vijay S Rajpurohit “Hierarchical Storage for Agro Informatics System Using NoSQL Technology”, IEEE’s 3rd International Conference On Computing, Communication, Control And Automation 17th – 18th Aug 2017, Pimpri Chinchwad College of Engineering.
- Kuldeep Sambrekar and Vijay S Rajpurohit “Unstructured Data Analysis for Optimum Storage” 3rd International Conference On Computing, Communication, Control And Automation, 17th – 18th Aug 2017, Pimpri Chinchwad College of Engineering.
- Ramesh Medar and Vijay S Rajpurohit, Rashmi Bachulkar “Survey on APIs Available for Fetching Weather Data”, 6th IEEE International Conference on Communication and Signal Processing, organized by Adhiparasakthi Engineering College, Tamilnadu on 6th – 8th April 2017.
- Ramesh Medar and Vijay S Rajpurohit, Rashmi Bachulkar “Impact of Training and Testing Data Split on Accuracy of Time Series Forecasting in Machine Learning”, 3rd IEEE International Conference on Computing, Communication, Control And Automation, organized by Pimpri-Chinchwad College of Engineering, Pune on 17th – 18th August-2017.
- Arun Kumar R., Vijay S Rajpurohit, Wavelet Features for Pomegranate Sorting Using Machine Vision. In: Saini H., Sayal R., Govardhan A., Buyya R. (eds) Innovations in Computer Science and Engineering. Lecture Notes in Networks and Systems, vol 32. Springer, Singapore, Publisher Name Springer, Singapore, Print ISBN 978-981-10-8200-9, Online ISBN 978-981-10-8201-6.
- Kuldeep Sambrekar and Vijay S Rajpurohit, “Design of a cloud-based framework (SaaS) for providing updates on Agriculture Products”. International Proceedings on Advances in Soft Computing, Intelligent Systems and Applications, Advances in Intelligent Systems and Computing. pp.115-122. January 2018.
- Arun Kumar R, Vijay S Rajpurohit “A Novel Approach for Pomegranate Image Pre-processing using Wavelet Denoising”. International Proceedings on Advances in Soft Computing, Intelligent Systems and Applications, Advances in Intelligent Systems and Computing. Pp.123-134. January 2018.
- Arun Kumar R and Vijay S. Rajpurohit, “Image Entropy as the Quality Metric in Automating Agricultural Imaging Tasks,”, NIER International Conference, Trivandrum, Nov 2018, pp. 56-62.
- Mahesh G. Huddar, Sanjeev S. Sannakki and Vijay S. Rajpurohit, ” An Ensemble Approach to Utterance Level Multimodal Sentiment Analysis,” 2018, International Conference on Computational Techniques, Electronics and Mechanical Systems (CTEMS), Belagavi, India, 2018, PP. 145-150, DOI: 10.1109/CTEMS.2018.8769162.
- Kuldeep Sambrekar & Vijay S Rajpurohit, “Recent Developments in Conversion of raw data to structured or semi-structured data” in IEEE sponsored 5th International Conference for Convergence in Technology, Pune from 29th – 31st March, 2019, Pune.
- Kuldeep Sambrekar & Vijay S Rajpurohit, “Agricultural Sensor captured Data Analysis for Optimum Storage” in IEEE sponsored 5th International Conference for Convergence in Technology, Pune from 29th – 31st March 2019, Pune.
- Ramesh Medar and Vijay S Rajpurohit “Crop Yield Prediction Using Machine Learning Techniques” in IEEE sponsored 5th International Conference for Convergence in Technology, Pune from 29th – 31st March 2019, Pune.
- Girish Deshpande, Vijay S Rajpurohit “Designing optimal path for wireless sensor networks by combining energy and Security components” IEEE sponsored 3rd International Conference on Data Engineering and Communication Systems (ICDECS-2019 held at RNSIT Bengaluru on 19-20 December 2019.
- Prashant Niranjan and Vijay S Rajpurohit “Development of Agriculture Chatbot using machine learning technique” IEEE sponsored 3rd International Conference on Data Engineering and Communication Systems (ICDECS-2019 held at RNSIT Bengaluru on 19-20 December 2019.
- Prashant Niranjan, Rasika Malagi and Vijay S Rajpurohit “A survey on chatbot systems for Agriculture Systems” First IEEE International Conference on Advances in Information Technology ICAIT-2019, held at Adichunchanagiri Institute of Technology Chikkamagaluru, held from 25th to 27th July 2019.
- Prashant Y Niranjan ,Vijay. S. Rajpurohit, Arshia Sait “ A literature Survey on Question Classification” International Conference on Computing Technologies (ICACT-2020) on 18th & 19th June 2020.
- Prashant Y Niranjan, Dr. V. S. Rajpurohit, Balaji B, Rohan P, Kalpak B “Multi-label Question Classification for Agricultural questions” on multimedia processing, Communication & Information Technology – MPCIT 2020” on 11th & 12th December 2020.
- Gururaj L. Kulkarni, Sanjeev S. Sannakki, Vijay S. Rajpurohit Classification of liver cancer diseases using Image Processing technique, International Conference on Smart Data Intelligence(ICSMDI-2021), 11 June 2021, ,https://dx.doi.org/10.2139/ssrn.3852939.
- GL Kulkarni, SS Sannakki, Vijay S Rajpurohit Texture feature analysis for the liver cancer diseases using statistical based feature extraction technique 2020 Fourth International Conference on I-SMAC.
5. Book Published
- Book : Research Paper Writing: A Practical Approach Publisher: AMAZON. Available at: www.amazon.com ISBN: 978-1983397493. Year: 2018.
- Book : Unlock Your Research Potential Through Yoga: A Research Scholar’s Companion Publisher:AMAZON. Available at: www.amazon.com ISBN: 978-1983397493. Year:2018 ISBN-13: 978-1726645744.
- Book : Writing Literature Survey Paper : A Step by Step Guide, Publisher: AMAZON. Available at: www.amazon.com ASIN : B0CJQ9RQXX