Dr. Ketan Shah

Copyright:

• Title of the Work: VWWRTFSC Varying Window Weighted Relative Term Frequency Sentiment Classifier
• Category: Computer Software

https://copyright.gov.in/Documents/ERegister/E-Register_December_2019.pdf

Reviewer:

• International Conference on Intelligent Computing and Big Data Analytics 2024
• International Conference on Advanced Computing Technologies and Applications-2023

Publication Chair:

• IEEE Bombay Section Signature Conference (IBSSC-2022)
• IEEE Bombay Section Signature Conference (IBSSC-2023)

Publications:

Journals:

2023

• B. P. Nemade, K. Shah, B. Marakarkandy, Ketan Shah, B. C. Surve, and R. K. Nagra, “An Efficient IoT-Based Automated Food Waste Management System with Food Spoilage Detection”, Int J Intell Syst Appl Eng, vol. 12, no. 5s, pp. 434–449, Nov. 2023.
  https://ijisae.org/index.php/IJISAE/article/view/3929

2020

• Shubha Puthran, Ketan Shah, “Intrusion Detection using Data Mining”, Int J of Computational Intelligence Studies, vol. 9, issue 4, pp. 292-306, Oct. 2020.
  https://www.inderscienceonline.com/doi/abs/10.1504/IJCISTUDIES.2020.111036

2018

• Kranti Ghag, Ketan Shah, “Conceptual Sentiment Analysis Model”, International Journal of Electrical and Computer Engineering(IJECE), Vol 8, No. 4, pp. 2358-2366, Aug-2018. (Publisher:  Institute of Advanced Engineering and Science(IAES)) https://www.iaescore.com/journals/index.php/IJECE/article/view/11035 http://doi.org/10.11591/ijece.v8i4 ISSN: 2088-8708
• Ashwini Rao, Ketan Shah, “A Domain Independent Technique to generate Feature Opinion Pairs for Opinion Mining”, WSEAS Transactions on Information Science and Applications, Volume 15, pp. 61-69, 2018. EBSCO Indexed http://www.wseas.org/multimedia/journals/information/2018/a145909-896.php” Print ISSN: 1790-0832 E-ISSN: 2224-3402

2016

• Vinaya Sawant, Ketan Shah, “Performance Evaluation of Distributed Association Rule Mining Algorithms”, Procedia Computer Science, vol. 79, pp. 127-134, Apr-2016. (Publisher: Elsevier)
  http://www.sciencedirect.com/science/article/pii/S1877050916001484 https://doi.org/10.1016/j.procs.2016.03.017 “

2014

• K. Ghag and K. Shah, “Optimizing Sentiment Classification using Preprocessing Techniques,” International Journal of IT & Knowledge Management, (IJITKM), volume-8, Number-2, pp. 61-70, Jan-Jun 2015. http://csjournals.com/IJITKM/PDF%208-2/12.%20Kranti.pdf Publisher: (Computer Science and CS Journals) ISSN: 0973-4414
• Vinaya Sawant, Ketan Shah, “A Survey of Distributed Association Rule Mining Algorithms”, International Journal of Emerging Trends in Computing and Information Sciences, Vol. 5, No. 5, May 2014. http://www.cisjournal.org/journalofcomputing/archive/vol5no5/vol5no5_6.pdf Publisher: CIS ISSN 2079-8407
• Rao, Ms. Ashwini, AND Shah, Dr. Ketan. “Filtering and Transformation Model for Opinion Summarization”, In INTERNATIONAL JOURNAL OF COMPUTERS & TECHNOLOGY [Online], Volume 13, Number 2, 10 April 2014, http://cirworld.com/index.php/ijct/article/view/982N
• K. Ghag and K. Shah, “ARTFSC – Average Relative Term Frequency Sentiment Classification,” In International Journal of Computers and Technology, (IJCT), vol. 12, Issue No. 06, pp. 3591-3601, 2014, http://cirworld.com/index.php/ijct/article/view/3690
• K. Ghag and K. Shah, “SentiTFIDF – Sentiment Classification using Relative Term Frequency Inverse Document Frequency,” In International Journal of Advanced Computer Science and Applications, (IJACSA), vol. 05, Issue No. 02, pp.36-43, 2014. http://dx.doi.org/10.14569/IJACSA.2014.050206

2013

• Ketan Shah, Vinaya Sawant, “A Review of distributed Data Mining Using Agents”, International Journal of Advanced Technology and Engineering Research (IJATER), ISSN No: 2250-3536(ONLINE), Vol. 3, Issue 5 pg. 27-33, Sept-2013

2012

• Sumit Mahalle, Ketan Shah, “Document Clustering Using Semantics”, International Journal of Scientific and Engineering Research, ISSN: 2229-5518, Vol. 3, Issue 9, September 2012
• Prashasti Kanikar, Ketan Shah, “Extracting Actionable Association Rules from Multiple Datasets”, International Journal of Engineering Research and Applications, ISSN: 2248-9622, Vol. 2, Issue 3, pp 1295-1300, May-Jun 2012
• Rashmi Thakur, Ketan Shah, “An Efficient Approach for Association Rule Mining”, International Journal of Scientific and Engineering Research, ISSN:2229-5518, Vol. 3, Issue 5, May 2012
• Chetashri Bhadane, Ketan Shah, Prajakta Vispute, “An Efficient Parallel Approach for Frequent Itemset Mining of Incremental Data”, International Journal of Scientific and Engineering Research, ISSN: 2229-5518, Vol. 3, Issue 2, February 2012

2011

• Shubha Puthran, Ketan Shah, “Review of Intrusion Detection with unsupervised Data using Data Mining Technology”, Techno-Path: Journal of Science, Engineering and Technology Management, ISSN: 0975-525X, Vol 3, No 2, pp 25-29, July, 2011
• Mahesh Maurya, Ketan Shah, “A Review of File Replication Algorithms”, Techno-Path: Journal of Science, Engineering and Technology Management, ISSN: 0975-525X, Vol 3, No 2, pp 30-38, July, 2011
• Shubha Puthran, Ketan Shah, “Data Mining Classification Approaches for Intrusion Detection System”, International Journal of Computer Engineering and Software Technology, ISSN: 2229-3086, Vol 1, 2011
• Mithilesh Masekar, Neeraj Shukla, Harshil Patel, Neha Shah, Shubha Puthran, Ketan Shah, “Intrusion Detection for DOS Attacks Using Clustering Technology”, International Journal of Computer Science and Knowledge Engineering, ISSN: 0973-6735, Vol 4, No 1, pp 11-15, 2011

2010

• Ketan Shah, Sunita Mahajan, “Process State Capture for Failure Recovery in Apriori Algorithm”, Techno-Path: Journal of Science, Engineering and Technology Management , ISSN: 0975-525X, Vol 2, No 2, pp 53-56, July 2010
• Ketan Shah, Sunita Mahajan, “Intelligent Load Distribution for Parallel Apriori on a Cluster”, International Journal of Computer Science and Information Technology, ISSN: 0974-8385, Vol 3, No 1, pp 193-196, June 2010

2009

• Ketan Shah, Sunita Mahajan, “Analyzing Scalability and Efficiency of Parallel count Distribution Algorithm”, Techno-Path: Journal of Science, Engineering and Technology Management, ISSN: 0975-525X, Vol 1, No 1, pp 1-4, Jan 2009

Conferences:

2021

• A. Biwalkar, A. Rao and K. Shah, “Real or Fake: An intrinsic analysis using supervised machine learning algorithms,” 2021 Fifth International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC), Palladam, India, 2021, pp. 372-380,
  https://doi.org/10.1109/I-SMAC52330.2021.9640675
• Bhadane, C., Shah, K. Context-aware next location prediction using data mining and metaheuristics. Evol. Intel. 14, 871–880 (2021). https://doi.org/10.1007/s12065-020-00469-7

2020

• Rao, A., Shah, K. (2021). An Unsupervised Technique to Generate Summaries from Opinionated Review Documents. In: Panigrahi, C.R., Pati, B., Mohapatra, P., Buyya, R., Li, KC. (eds) Progress in Advanced Computing and Intelligent Engineering. Advances in Intelligent Systems and Computing, vol 1199. Springer, Singapore. https://doi.org/10.1007/978-981-15-6353-9_35
• Chetashri Bhadane and Ketan Shah. 2020. Clustering Algorithms for Spatial Data Mining. In Proceedings of the 2020 3rd International Conference on Geoinformatics and Data Analysis (ICGDA ’20). Association for Computing Machinery, New York, NY, USA, 5–9. https://doi.org/10.1145/3397056.3397068

2019

• V. Sawant and K. Shah, “Evaluating the Performance of Proposed IODAM Algorithm,” 2019 International Conference on Nascent Technologies in Engineering (ICNTE), Navi Mumbai, India, 2019, pp. 1-8
  https://doi.org/10.1109/ICNTE44896.2019.8945921

2018

• Ms. Chetashri Bhadane and Dr. Ketan Shah, “A Novel Matrix for Location Categorization In Human Mobility Mining”, IEEE PuneCon 2018 at Symbiosis Institute of Technology, Pune, 30 November-02 December, 2018. https://ieeexplore.ieee.org/document/8745402

2017

• Ms. Vinaya Sawant and Dr. Ketan Shah, “An Incremental Mining with ODAM (IODAM)”, In International Conference on Intelligent Computing, Instrumentation and Control Technologies-2017, IEEE conference, Kerala on 6-7 July 2017

2016

• K. Ghag and K. Shah, “Negation Handling for Sentiment Classification,” In Int’l Conf. on Computing, Communication, Control And Automation, Aug 2016. http://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=7860016
• Ms. Vinaya Sawant and Dr. Ketan Shah, “Performance Evaluation of Distributed Association Rule Mining Algorithms” Proceedings of International Conference on Communication, Computing and Virtualization in association with Elsevier B.V. Amsterdam, Netherlands on February 26-27, 2016 at Thakur College of Engineering, Mumbai.
• Shubha Puthran and Ketan Shah, Intrusion Detection using Decision Tree Algorithm with binary and quad split, International Conference on Advances in Computing, Communications and Informatics-Springer ,2016
• Ashwini Rao, Dr. Ketan Shah,” An Optimized Rule based approach to extract relevant features for Sentiment Mining,” In IEEE International Conference on Computing for Sustainable Global Development (INDIACom 16), 2016.

2015

• K. Ghag and K. Shah, “Comparative Analysis of Effect of Stopwords Removal on Sentiment Classification,” In Int’l Conf. on. Computer Communication and Control, Sept 2015. http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=7375527
• Ashwini Rao, Dr. Ketan Shah,” Model for Improving Relevant Feature Extraction for Opinion Summarization,” In IEEE International Advance Computing Conference (IACC -15), 2015.

2014

• K. Ghag and K. Shah, “RTFSC – Relative Term Frequency Sentiment Classification,” In Int’l Conf. on. Recent Trends in Computer and Electronic Engineering, (ICRTCEE), vol. 12, Issue No. 06, pp. 52-55, 2014.

2013

• Kranti Ghag, Ketan Shah, “Comparative Analysis of the Techniques for Sentiment Analysis”, International Conference on Advances in Technology and Engineering (ICATE-2013), SVKM’s NMIMS-MPSTME, Mumbai, 23-25 Jan 2013
  http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6524752

2011

• Shubha Puthran, Ketan Shah, “Intrusion Detection System Using Data Mining based Classification via Clustering Algorithms”, International Conference on Advanced Computing, Networking and Security (ADCONS’11), NIT-K, Suratkal, Mangalore, 2011
• Vinaya Sawant, Ketan Shah, “Construction of Test Cases from UML Models”, International Conference on Technology Systems and Management, ICTSM-2011, Springer, Vol 145, February 2011
• Shubha Puthran, Ketan Shah, “Data Mining Classification and Clustering Approaches for Intrusion Detection System”, National Conference in Information Science, MICS, Manipal, 2011

2009

• Ketan Shah, Sunita Mahajan, “Performance Analysis of Parallel Apriori on Heterogeneous Nodes”, International Conference on Advances in Computing, Control and Telecommunication Technologies (ACT-09), Vol., No., pp 42-44, Dec 2009
• Ketan Shah, Sunita Mahajan, “Maximizing the Efficiency of Parallel Apriori Algorithm”, International Conference on Advances in Recent Technologies in Communication and Computing (ARTCOM-09), Vol., No., pp 107-109, Oct 2009
• Ketan Shah, Sunita Mahajan, “A New Efficient Formulation for Frequent Item-set Generation”, ACM International Conference on Advances in Computing, Communication and Control, (ICAC3-09), Vol., No., pp 198-201, 2009

2007

• Ketan Shah, Sunita Mahajan, “Parallel Mining of Association Rules: A Survey”, National Conference on Information and Communication Technology, Vol., No., pp 2-19, March 2007

2005

• R.R.Sedamkar, Bijith M., Ketan Shah, “A Novel Approach for Speech Compression Using Wavelet Transform and Entropy Coding”, GSPX, The International Embedded Solutions Event, Santa Clara, California, USA, 2005
• R.R.Sedamkar, Bijith M., Ketan Shah, “A New Approach in Steganography”, GSPX, The International Embedded Solutions Event, Santa Clara, California, USA, 2005

2003

• R.R.Sedamkar, Bijith M., Ketan Shah, “Speech Compression Using Wavelets and Lempel-Ziv Huffman Algorithm (LHA)”, ITPC: Prospects and Challenges in the 21^st Century, Kathmandu, Nepal, 2003

Books:

2024

• Ketan Shah, Ashwini Rao, Vikram Kulkarni, Pintu Shah, “Innovative Solutions: Practical IT and Cyber Projects for a Secure Digital Future” ISBN: 978-93-91044-61-9, Imperial Publications, Maharashtra, India. (In-Press)

2023

• Shah, K., Shah, N., Sawant, V., & Parolia, N. (Eds.), “Practical Data Mining Techniques and Applications”, 1^st Edition, Auerbach Publications, June 2023 https://doi.org/10.1201/9781003390220

2012

• Prashasti Kanikar, Ketan Shah, “Combined Pattern Mining: An Efficient Approach for Business Decision Making”, Lambert Academy Publishing, 1^st Edition, July 2012
• Shubha Puthran, Ketan Shah, “Intrusion Detection System Using Data Mining Techniques: Parallel Approaches Using WEKA Tool”, Lambert Academy Publishing, 1^st Edition, May 2012

2011

• Ketan Shah, V. R. Lakshmi Gorty, and Ajay Phirke. 2011. Technology Systems and Management: First International Conference, ICTSM 2011, Mumbai, India, February 25-27, 2011. Selected Papers (1st. ed.). Springer Publishing Company, Incorporated.