Patents: |
Patent: Granted โ Parag Kulkarni, Indian Patent office: 201621034737 โA SYSTEM AND METHOD FOR CONTEXT-BASED BORING INDEX COMPUTATION AND A CORRESPONDING ACTUATORโ 08 Sept 2022 |
Patent: Pending โ Parag Kulkarni, Vinayak, Indian Patent Office โ 202324045395, 1/52401/2023-Mum, A System and Method for Turning Point based Decision Making Under Uncertainty, 06 Jul 2023 |
Inventor for patent granted โBusiness method using the automated processing of paper and unstructured electronic documents.โ No. 7,747,495 |
Patent Granted in USPTO for doc classification and innovative ways of grouping. Application no โIntelligent Paperless Document Managementโ - US8176004B2 |
Patent Granted in US PTO "Thematic relationship among objects based on context" WO 2014054052 A2 โ US10,002,330 |
Patent Pending - WO 2015008300 A2, Application number PCT/IN2014/000468 โ โA system for instance specific, device-specific, duration-specific, view-specific, time-stamp-specific, and network specific, file/content sharingโ |
PCT โ Reverse Hypothesis Machine Learning 2018 |
Two provisional patents โ One for Context based security framework and other for Document Ranking |
Patent Pending IDEA Matrix - 2018 |
Patent Pending Intent Action - 2018 |
Patent pending โ Competency Mapping โ 2018 |
Books: |
Parag Kulkarni, Choice Computing โ Machine learning and systemic economics for choosing, Springer Nature, 2022 |
Parag Kulkarni, Reverse Hypothesis Machine Learning, Springer Nature, 2017 |
Parag Kulkarni, โKnowledge Innovation Strategyโ Bloomsbury, 2015 (No of pages 300 |
Parag Kulkarni, Prachi Joshi, โArtificial Intelligence โ Building Intelligent Systemsโ, Prentice Hall India, 2015 |
Parag Kulkarni, Meta Brown, et al โMining Unstructured Data โ A Big Data Perspectiveโ Prentice Hall India, 2015 |
Parag Kulkarni, Mrudula Kulkarni, โDeliverance from Successโ, CTC Publication, Mar 2007 (No of pages 200)* |
Parag Kulkarni, PK Chande, โIT Strategies-for businessโ, Oxford University Press, 2008 (No of pages 424) * ISBN 9780195694475 |
โE-Business Modelsโ, Oxford University Press - May 2012, No of Pages 512, ISBN13-9780198069843 http://www.oupcanada.com/catalog/9780198069843.html |
Book - A Monograph: on Advanced Machine Learning and New Paradigms in ML- "Reinforcement and Systemic Machine Learning for Decision Making" with Wiley - IEEE ISBN: 978-0-470-91999-6 Hardcover 328 pages May 2012 โ and Indian edition by Wiley India |
Research Papers: |
Makarand Velankar, Parag Kulkarni โMusic Feature Extraction for Machine Learning, 2023/6/25, Book: Computer Assisted Music and Dramatics: Possibilities and Challenges, Pages 59-70 |
Parag Kulkarni, LM Patnaik "Looking at exploratory paradigms of explainability in creative computing" Chapter No.: {2}, Explainable, Interpretable and Transparent AI Systems, CRC Press, 2023 |
Parag Kulkarni, LM Patnaik, AI, "Human Learning and Machine Learning-Unfolding from Creativity Perspective", Chapter No 19, Consciousness and the new Humanism: Multidisciplinary Insights and Fundamental Reflections on Minds and Machines, Springer Nature, 2023. |
V Khatavkar, S Mane, P Kulkarni, Thematic context vector association based on event uncertainty for Twitter Kulkarni - arXiv preprint arXiv:2304.01423, 2023 |
V Jagtap, P Kulkarni, A bayesian network-based uncertainty modeling (BNUM) to analyze and predict next optimal moves in given game scenario.- Int. Arab J. Inf. Technol., 2023 |
V Jagtap, P Kulkarni, P Joshi Uncertainty-based decision support system for gaming applications - Journal of Intelligent & Fuzzy Systems, 2023 |
N Kasabov, I AbouHassan, V Jagtap, P Kulkarni, Spiking Neural Networks for Predictive and Explainable Modelling of Multimodal Streaming Data with a Case Study on Financial Time-series and Online News โ 2022 |
M Velankar, P Kulkarni, Melodic Pattern Recognition and Similarity Modelling: A Systematic Survey in Music Computing - Journal of Trends in Computer Science and Smart Technology, 2022 |
K Srujan Raju, Vinayak Jagtap, Parag Kulkarni, M Varaprasad Rao, Gameplay Cognitive Decision Support Using Statistical and Non-statistical Parametric, 2022/10/5, Proceedings of 5th ICICC 2021, Volume 2, 187-193 Springer Nature Singapore |
Makarand Velankar, Parag Kulkarni, Music recommendation systems: overview and challenges, 2022/9/23, Advances in Speech and Music Technology: Computational Aspects and Applications, Pages 51-69, Springer International Publishing |
Srujan K Raju, Vinayak G Jagtap, Parag A Kulkarni, Artificial Intelligence Enabled Smart Cities for Premises Security, 2022/8/15, Artificial Intelligence for Smart Cities and Villages: Advanced Technologies, Development, and Challenges, Bentham Science Publishers |
Deepak A Vidhate, Parag Kulkarni, Cooperative Multi-Agent Nash Q-Learning (CMNQL) for Decision Building in Retail Shop, 2022/6/10, Information and Communication Technology for Competitive Strategies (ICTCS 2021) Intelligent Strategies for ICT, Pages 667-675, Springer Nature Singapore |
Makarand Velankar, Vaibhav Khatavkar, Vinayak Jagtap, Parag Kulkarni, Knowledge discovery in time series data with contextual event identification, 2022, International Journal of Knowledge Engineering and Data Mining, Volume 7, Issue 3-4, Pages 252-27, Inderscience Publishers (IEL) |
Makarand Velankar, Vaibhav Khatavkar, Vinayak Jagtap, Parag Kulkarni, Role of Feature Engineering and Classifier Selection for Machine Learning Predictions, 2021/10/3, Journal of Computer Science Engineering and Software Testing, Volume 7, Issue 3, Pages 10-17 |
Makarand Velankar, Rachita Kotian, Parag Kulkarni, Contextual mood analysis with knowledge graph representation for Hindi song lyrics in Devanagari script, 2021/8/16, arXiv preprint arXiv:2108.06947 |
Makarand Velankar, Amod Deshpande, Parag Kulkarni, Melodic pattern recognition in Indian classical music for raga identification, 2021/2, International Journal of Information Technology, Vol 13, Issue 1, PP 251-258 |
Makarand Velankar, Vaibhav Khatavkar, Parag Kulkarni, Multimodal Sentiment Analysis of Nursery Rhymes for Behavior Improvement of Children, 2020/12, JUSST, Vol 22, Issue 12 |
(J) Sunita Barve, Parag Kulkarni, โMulti-Agent Reinforcement Learning based Opportunistic Routing and Channel Assignment for Mobile Cognitive Radio Ad Hoc Networkโ, Springer, Journal Mobile Networks and Applications, Vol 19, No 06, 2014, PP 720-730 |
(J) Sunita Jahirabadkar, Parag Kulkarni, โAdaptive Determination of ฮต-distance Parameter in Density Based Clusteringโ, Elsevier, Journal on Expert Systems With Applications, ESWA-D-13-01273, 2013, Expert Syst. Appl. 41(6): 2939-2946 (2014) |
(J) N Pise, Parag Kulkarni, โEvolving Learnerโs behavior in Data Miningโ Nitin Pise, Parag Kulkarni, Springer, Evolving Systems (2017), December 2017, Volume 8, Issue 4, pp 243โ259 |
(J) M. Velankar, P. Kulkarni โMelodic pattern recognition in Indian classical music for raga identification โBJIT, Springer, 2018, pp 1-8 |
(J) M. Velankar, P. Kulkarni, โSoft Computing for Music Analyticsโ, Internationals Journal of Engineering Applied Sciences and Technology, 2018, Vol. 3, Issue 2, ISSN No. 2455-2143, Pages 35-40, Published Online June 2018 in IJEAST (http://www.ijeast.com) |
(J) S Sonawane, Parag Kulkarni, "Extractive Summarization using Semi-graph (ESSg)", Accepted Springer, Evolving Systems (2019) |
(J) Yashodhara V. Haribhakta, Parag Kulkarni: "Learning Context for Text Categorization" CoRR abs/1112.2031: (2011), International Journal of Data Mining & Knowledge Management Process (IJDKP), 1(6), 15 - 23 |
(J) Shankar Lal, Parag Kulkarni, Amarjeet Singh, โClassification Based on Parametric Partitioning of Solution Spaceโ International Journal on Intelligent Systems- 2010, PP 165-191, Vol 19, No 2, 2010. |
(J) N.Sengupta, P. kulkarni, Paper โText classification for construction related documentsโ NICMA- Journal for Management, Number 01, Janeuary-March 2007, PP 5-13 |
(J) N. Sengupta, P. Kulkarni, โBusiness intelligence using clustering and decision Makingโ Amity International Journal, Global Business review, Volume 2, No. 1, February 2007 |