Computer Engineering, Artificial Intelligence, Computational Theory and Mathematics, Information Systems
4
Scopus Publications
29
Scholar Citations
2
Scholar h-index
1
Scholar i10-index
Scopus Publications
Innovating remote learning: The next frontier in education and experimentation Anilkumar Vishwanath Brahmane, Yash Anthony Dive, Praksh P Rokade, Dinesh D. Puri Revolutionizing Education with Remote Experimentation and Learning Analytics, 2025 The COVID-19 pandemic forced a rapid shift to remote learning, fundamentally altering the landscape of education. Among the most significant developments was the emergence of remote experimentation, which has allowed students to engage in hands-on learning experiences outside traditional classroom settings. This chapter explores the future of remote learning and experimentation, examining technological innovations, pedagogical shifts, potential benefits, and the challenges that lie ahead. It also discusses how advances in artificial intelligence, augmented reality, and other technologies could shape the future of education, making it more accessible, personalized, and interactive.
EFFECTIVE DATA ALIGNMENT AND KEY EXTRACTION TECHNIQUES FOR GENERATION OF REGULAR EXPRESSIONS USING MACHINE LEARNING TECHNIQUES Journal of Theoretical and Applied Information Technology, 2022
Generation of regular expressions for large clinical dataset using nlp and machine learning techniques Dinesh Dagadu Puri, Dr. Girish Kumar Patnaik Indian Journal of Computer Science and Engineering, 2021 Machine learning supervised classification plays major role in large text classification. In health care data it contributes since couple of years for generating the privacy and security. Such kind of electric records might take large data on storage devices, so it needs to optimize with some processing techniques. The Natural Language Processing (NLP) features to represent text as a vector appropriate for use in machine learning algorithms. To describe text as just a vector suitable for use in machine learning algorithms, text classification techniques frequently rely on dictionary counters including bag-of-words as well NLP techniques. As an alternative feature set, editable search queries are proposed in this work. The suggested model utilizes the Smith Waterman (SW) optimization created by Pair wise alignment to create a set of pattern matching characteristics based on labeled textual information or to train a later part classifier. The Naive Bayes (NB) supervised learning algorithm has used for classification. While a correlation of the special groups and traditional text characteristics shows that a classification algorithm does not make better decisions utilizing generated features, the produced factors can catch patterns that cannot be identified with collective expertise. As a result, it is significantly boost a classifier that combines conventional methods for generated characteristics. In the experimental analysis we evaluate the proposed system results with various existing systems that our system demonstrates effective results than traditional approaches.
Distributed Hierarchical Control Plane of Software Defined Networking Prashant D. Bhole, Dinesh D. Puri Proceedings 2015 International Conference on Computational Intelligence and Communication Networks Cicn 2015, 2016 Single controller implementation of SDN has many problems related to single points of failure, computational complexity growth, reliability and scalability. To solve these problems, multi-controller implementation of Software Defined Network has been introduced. Multiple controller implementation of the SDN control plane for large networks environment solves the scalability and reliability issues introduced by the centralized controller of the SDN. However, there are still open research topics related to controllers placement. Work has been done in placement of controllers and making solution to earlier problem like single point of failure and computational complexity growth. Distributed hierarchical control plane architecture of SDN using multiple controllers of large-scale networks is presented. Simulation result shows that hierarchical architecture solved many problems those were arising earlier in single controller architecture. Distributed hierarchical architecture does not have single point failure problems. Proposed architecture effectively reduces the computational complexity growth of SDN control plane from super-linear to linear.
RECENT SCHOLAR PUBLICATIONS
Regular Expression-Based Text Classification Using mSVM and Machine Learning Techniques DD Puri, GK Patnaik Smart Data Intelligence: Proceedings of ICSMDI 2022, 199-210 , 2022 2022.0
Generation of Regular Expression from Aligned Sequences of Text Snippets ADW Dr. Girishkumar Patnaik, Dinesh D. Puri The Ciência & Engenharia - Science & Engineering Journal 11 (1), 1376-1385 , 2022 2022.0
Review on spam detection in OSN using integrated approach B Toke, D Puri International Research Journal of Engineering and Technology 3 (5) , 2016 2016.0 Citations: 2
Distributed hierarchical control plane of software defined networking PD Bhole, DD Puri 2015 International Conference on Computational Intelligence and … , 2015 2015.0 Citations: 27
Anomaly Detection & Prevention by Using Users Fingerprints AVD Nitin Y. Suryavanshi , Dinesh D. Puri International Journal of Advanced Research in Computer Engineering … , 2013 2013.0
survey of various face detection algorithm DDPSBJ Patil IJIRS 2 (11), 11 , 2013 2013.0
Javaspace Implementation DDPADNY Suryavanshi International Journal of Innovations in Engineering and Technology (IJIET) 3 … , 2013 2013.0
Forecasting Model to Predict Startup Success and Suggested Locations to Optimize Business Expansion AD Waghmare, DD Puri, GK Patnaik, MDS Tayade
User Navigation Pattern Prediction from Web Log Data: A Survey VS Dhande, DD Puri
Generation of Regular Expressions for Large Clinical Dataset using NLP and Machine Learning Techniques MDD Puri, G Patnaik
Javaspace Implementation DD Puri, AV Dusane, NY Suryawanshi
MOST CITED SCHOLAR PUBLICATIONS
Distributed hierarchical control plane of software defined networking PD Bhole, DD Puri 2015 International Conference on Computational Intelligence and … , 2015 2015.0 Citations: 27
Review on spam detection in OSN using integrated approach B Toke, D Puri International Research Journal of Engineering and Technology 3 (5) , 2016 2016.0 Citations: 2
Regular Expression-Based Text Classification Using mSVM and Machine Learning Techniques DD Puri, GK Patnaik Smart Data Intelligence: Proceedings of ICSMDI 2022, 199-210 , 2022 2022.0
Generation of Regular Expression from Aligned Sequences of Text Snippets ADW Dr. Girishkumar Patnaik, Dinesh D. Puri The Ciência & Engenharia - Science & Engineering Journal 11 (1), 1376-1385 , 2022 2022.0
Anomaly Detection & Prevention by Using Users Fingerprints AVD Nitin Y. Suryavanshi , Dinesh D. Puri International Journal of Advanced Research in Computer Engineering … , 2013 2013.0
survey of various face detection algorithm DDPSBJ Patil IJIRS 2 (11), 11 , 2013 2013.0
Javaspace Implementation DDPADNY Suryavanshi International Journal of Innovations in Engineering and Technology (IJIET) 3 … , 2013 2013.0
Forecasting Model to Predict Startup Success and Suggested Locations to Optimize Business Expansion AD Waghmare, DD Puri, GK Patnaik, MDS Tayade
User Navigation Pattern Prediction from Web Log Data: A Survey VS Dhande, DD Puri
Generation of Regular Expressions for Large Clinical Dataset using NLP and Machine Learning Techniques MDD Puri, G Patnaik
Javaspace Implementation DD Puri, AV Dusane, NY Suryawanshi
