Dr. Ankur Ratmele

• Patent Granted on date Granted on 08/12/2023” AI BASED SMART Wheelchair”

Research Area is Opinion Mining/ Sentiment Analysis

Interested Subject : Data Structure, Database Management System, Formal Language & Automata Theory, Theoretical Computer Science, Computer Network

Training/Workshop/FDP Attended

• AICTE Training And Learning (ATAL) Academy Online FDP on “Artificial Intelligence” from 2021-01-04 to 2021-01-08 at GSSS Institute of Engineering and Technology for Women.
• AICTE Training And Learning (ATAL) Academy Online FDP on “Artificial Intelligence” from 2021-01-18 to 2021-01-22 at College of Engineering and Technology, IILM Academy of Higher Learning.
• AICTE Training And Learning (ATAL) Academy Online FDP on “Artificial Intelligence” from 2020-12-14 to 2020-12-18 at CANARA Engineering College.
• Faculty Development Programme on Scilab from 2020-07-01 to 2020-07-06, organized by IPS Academy Institute of Engineering and Science, IIT Bombay, funded by the National Mission on Education through ICT, MHRD, Govt. of India.
• Faculty Development Programme on “Recent Trends in Database Technologies” organized by Shri Ramdeobaba College of Engineering and Management, Nagpur, from 22nd June to 26th June 2020.
• Two-day workshop on PPS, organized by The Department of Basic Sciences & Humanities SVKM’s NMIMS MPSTME, Mumbai, on 29th-30th June 2020.
• Faculty Development Program on Artificial Intelligence & Machine Learning using Python, organized by Finland Labs in association with National Social Summit, IIT Roorkee, from 13th-24th July 2020.
• 2nd International Conference on Innovative Data Communication Technologies and Applications, organized by RVS College of Engineering & Technology Coimbatore (T.N.) on 03-04 Sep 2020.
• 5 Days Faculty Development Program (Online) on “Semantic Web,” conducted by the Department of Information Science & Engineering, RV Institute of Technology and Management, Bengaluru, from 22nd-26th February 2021.
• One Week Online Short Term Training Programme on “Big Data and Hadoop,” sponsored by All India Council of Technical Education, New Delhi, from 20th-25th July 2020.
• One Week Online Short Term Training Programme on “Big Data and Hadoop” Phase-II, sponsored by AICTE, New Delhi, from 21st-26th September 2020.
• Webinar on Future Solar Energy, organized by NMIMS Mumbai.
• Faculty Development Programme for the course on Computer Science & Business System, designed by TCS, conducted on 1st & 2nd July 2020.
• Faculty Development Programme for the course on Data Structures, Computer Science & Business System, designed by TCS.
• Faculty Development Programme for the course on Database Management System, Computer Science & Business System, designed by TCS.
• FDP of Latex Hands-on Training Workshop on Document Typesetting and Processing using LATEX on January 12, 2020.
• FDP on Data Analytics using Python by Suven Technology from 18th Dec to 22nd Dec 2019, organized by STME NMIMS, Indore.

Research and Publications:

• “Octave convolutional multi-head capsule nutcracker network with oppositional Kepler algorithm based spam email detection” published in Wireless Networks (2024), Springer Nature.
• “NHAPMAD: Novel hybrid approaches for privacy-preserved multiple attacks detection” published in Concurrency and Computation: Practice and Experience (2024), John Wiley & Sons, Inc., Volume 36, Issue 18.
• “Opinion mining from Amazon reviews using dual interactive Wasserstein Namib beetle generative adversarial network” published in Multimedia Tools and Applications (2024), Springer Nature, Volume 83, pages 68209–68230.
• “A framework for decision making to purchase the best product using feature-based opinions” published in Journal of Intelligent & Fuzzy Systems (2024), IOP Press, Volume 56, Issue 4.
• “OpExBERT: Opinion Extraction and Classification of Reviews Using BERT Model” published in SSRG-International Journal of Engineering Trends and Technology (IJETT).
• “An Efficient and Accurate Detection of Fake News using Capsule Transient Auto Encoder” published in ACM Transactions on Asian and Low Resource Language Information Processing, Volume 22, Issue 6.
• “OpExHAN: Opinion Extraction Using Hierarchical Attention Network from Unstructured Reviews” published in Social Network Analysis and Mining, Springer.
• “Feature-based Opinion Classification (FBOC) of Customer Reviews” published in Indian Journal of Computer Science and Engineering, Volume 11, Issue 6, pages 892–898.
• “Wormhole Detection and Removal Algorithm in Mobile Ad-hoc Networks using Enhanced Cluster-based” published in International Journal of Computer Applications.
• “Performance Analysis of AODV under Wormhole Attack through Use of NS2 Simulator” published in International Journal of Engineering Research and Applications (IJERA).
• “Effectiveness of a Quorum Model towards Reliable Sharing of Data over Classical Models” published in Scope.
• “A Review of the Security of Routing Mechanisms for WSN-IoT” published in Research Advances in Network Technologies (2024), CRC Press, Taylor and Francis.
• “Sentiment Analysis of Product Reviews Using IoT” published in Internet of Things, CRC Press, Taylor and Francis.
• “Collaborative Filtering-Based Algorithm of Movie Recommendation System” published in AIP Conference Proceedings (2024).
• “Feature Extraction of Unstructured Product Reviews” published in Innovative Data Communication Technologies and Applications, Springer.
• “Statistical Analysis & Survey of Research Work in Opinion Mining” published in Proceedings of Recent Advances in Interdisciplinary Trends in Engineering & Applications (RAITEA SSRN).