Profile
| Name : | Dr. Kaushika Pal |
|---|---|
| Qualification: | M.C.A, Ph.D. |
| Designation: | Assistant Professor |
| Department: | MCA |
| Experience: | 19+ Years |
| Email: | kaushika.pal@scet.ac.in |
| Courses / Subject involved: | Software Engineering, Database Management Systems, Cloud Computing, Java Programming, Operating Systems, Data Mining, Machine Learning, Data Science and Software Testing Atomization, Natural Language Processing, Big Data |
| Portfolio: | Convener WDC, Coordinator SSIP, Convener Disability Resource Center, NSP & AISHE-Nodal Officer (MCA) |
Extra Duty
Research Projects
Patents/Copyrights
Books Published
Research Publications
| Book Chapter | |
| 1 | “Automatic Categorized Corpus Creation of Hindi Poetries Based on Rasa (s) for Linguistics Research”, Smart Systems: Innovations in Computing: Smart Innovation, Systems and Technologies book series (SIST), Springer, Vol. 235, pp. 549-556, (2021) ISBN: 978-981-16-2877-1, DOI:10.1007/978-981-16-2877-1_50 |
| 2 | “Emotion Classification with Reduced Feature Set SGDClassifier, Random Forest and Performance Tuning”, Computing Science, Communication and Security- Communications in Computer and Information Science book series (CCIS), Springer, Vol.1235, pp. 95-108, (2020), Print ISBN: 978-981-15-6647-9, Online ISBN: 978-981-15-6648-6 |
| 3 | Model for Classification of Poems in Hindi Language Based on Ras, In book: Smart Systems and IoT: Innovations in Computing, Part of the Smart Innovation, Systems and Technologies book series (SIST, volume 141), Springer, Singapore, pp. 655-661 (2019) |
| International Journals | |
| 1 | "Bhaavana: A Novel and Comprehensive Hindi Poetry Classifier Based on Emotions" in INFOCOMP Journal of Computer Science Vol. 23 No. 1 (2024): June ISSN: 1807-4545 (print) e-ISSN: 1982-3363 (online) (2024) |
| 2 | "GRAINY-XAI: A Domain-wise Granular Analysis of Sarcastic Text Using Explainable-AI Techniques" in International Journal of Intelligent Engineering & Systems, Vol.17, No.4, 2024, DOI: 10.22266/ijies2024.0831.74 |
| 3 | A novel evolving sentimental bag-of-words approach for feature extraction to detect misinformation”, in International Journal of Advanced Computer Science and Applications, Vol. 13, No. 4, pp. 266-275, ISSN: 2156-5570(Online), 2158-107X(Print) (2022) |
| 4 | “A Novel Framework for Sanskrit-Gujarati Symbolic Machine Translation System”, in International Journal of Advanced Computer Science and Applications, Vol. 13, No. 4, pp. 374-380, ISSN: 2156-5570(Online), 2158-107X(Print) (2022) |
| 5 | Multi – Class Document Classification: Effective and Systematized Method to Categorize Documents, International Journal of Scientific Research in Science, Engineering and Technology, Vol. 7(1), pp 118 – 123(2020). |
| 6 | A Study of Current State of Work and Challenges in Mining Big Data, International Journal of Advanced Networking Applications (IJANA), Special Issue, pp. 73-76 (2014) |
| 7 | Total Quality Management in Education and Information Technology, International journal of Education Administration. Volume 3 Number 1 pp. 9-18 (2011) |
| 8 | A Study of Perception of Parents, Students and Teachers towards Private Tuitions Å- A case study of Kathua Town, International journal of Education Administration. Volume 3 Number 1 pp. 1-8 (2011) |
| 9 | A Study of Current State of Work done for Classification in Indian Languages, International Journal of Scientific Research in Science and Technology, Vol. 3(7), pp 403-407, (2017) |
| International Conference | |
| 1 | “Automatic Multiclass Document Classification of Hindi Poems using Machine Learning Techniques”, in International Conference for Emerging Technology (INCET)2020 International Conference for Emerging Technology (INCET), IEEE, pp. 1-5, INSPEC Accession Number: 1988750 (2020), Electronic ISBN:978-1-7281-6221-8, indexed at IEEE Xplore. |
| 2 | Data Classification with k-fold Cross Validation and Holdout Accuracy Estimation Methods with 5 Different Machine Learning Techniques”, International Conference on Computing Methodologies and Communication (ICCMC) 2020, pp. 83-87 INSPEC Accession Number: 19569451, (2020) Electronic ISBN:978-1-7281-4889-2, indexed at IEEE Xplore. |
| 3 | Document Classification: An Efficient Solution to Organize Unorganized Documents using Machine Learning, presented at International Conference on Emerging Issue in Development for Future Generation organized by Amroli college in Association of IQAC and IIDS , Australia: Awarded Best Paper in Track of Computer Science, Statistics (2020) |
| 4 | “Document Classification: An Efficient Solution to Organize Unorganized Documents using Machine Learning”, presented in International Conference on Emerging Issue in Development for Future Generation 12th February, 2020 and Awarded Best Paper in track of Emerging issues in Statistics, Econometrics, Population Studies and Computer Science. |
| National Journals | |
| 1 | “Computer Linguistics for Processing Human Language for Artificial Intelligence – Hard Applications” in Juni Khyat, Vol.10 Issue. 8, pp. 152-159 (2020) |
| National Conference | |
| 1 | Student Attendance System using Fingerprint recognition Technique presented and published Proceeding of “National Level Conference on technology Driven Society” organized by SRIMCA, Bardoli in January 2011 |
Expert Lectures Delivered
| 1 | Delivered Expert lecture on "Predictive Modeling with Regression." at Symbiosis Institute of Computer Studies and Research (SICSR), Pune on 3rd Aug, 2024 |
| 2 | Delivered Expert lecture on "Introduction to Machine Learning: Basics and Applications" at Symbiosis Institute of Computer Studies and Research (SICSR), Pune on 27th July. 2024 |
| 3 | Delivered Expert lecture in PhD. Course work in Computer Science on “Text Preprocessing and its impact on NLP Applications” at at Sarvajanik University. Lecture date & Time: 5th March 2023 from 9:00 Am to 11:00 AM |
| 4 | Delivered Expert lecture on ““Internet of Things (IoT): Introduction & Applications” at Symbiosis Institute of Computer Studies and Research (SICSR), Pune in Hurukuro Lecture Series on 8th Sept. 2022 |
| 5 | Delivered Expert lecture on “Internet of Things (IOT): Working with real world IoT sensors and devices” at Symbiosis Institute of Computer Studies and Research (SICSR), Pune in Hurukuro Lecture Series on 14th Sept. 2022 |
| 6 | Delivered Expert lecture on “The Role of NLP in AI” at Arya Institute of Engineering Technology & Management, Jaipur in Faculty Development Program on “Recent Trends in Artificial Intelligence and Machine Learning" on 19th Jan 2022. |
| 7 | Delivered Expert lecture on “Text Preprocessing and it’s impact on Text Classification” at MCA Department, Sarvajanik College of Engineering & Technology in Six – Days Joint AICTE – GTU FDP on “Natural Language Processing and Deep Learning : Trends and Applications” on 1st March 2021. |
| 8 | Delivered Expert lecture on “Supervised Learning: Classification” at MCA Department, Sarvajanik College of Engineering & Technology in DST-GUJCOST sponsored 2 Days Workshop on DATA SCIENCE USING PYTHON on 18th Dec 2020. |
| 9 | Delivered Expert lecture on “Data Classification with Naïve Bayes” at Graduate School of Engineering & Technology, Gujarat Technological University, Chandkheda, Ahmedabad in Skill Enhancement Program Series on 19th Dec 2020. |
| 10 | Delivered Expert lecture on “Natural Language Processing” at SCHOOL OF COMPUTING & IT Manipal University Jaipur as part of Expert Lecture Series on 6th Nov 2020. |
| 11 | Delivered Expert lecture on “Sentiment Analysis” at Symbiosis Institute of Computer Studies and Research (SICSR), Pune in FDP on Natural Language Processing on 26th Oct 2020. |
| 12 | Delivered Expert lecture on “Polynomial Regression” Department of Computer Science, University of Mumbai in FDP on "Machine Learning : Research & Practices" on 7th June 2020 |
| 13 | Delivered Expert lecture on “Introduction to NLP with Practical Demonstration” at Vivekanand College in Collaboration with IQAC in National Level Webinar on CNN, RNN and NLP 3 days 18th May to 20 May 2020 Sponsored by ICCR. Lecture date: 20th May 2020. |
| 14 | Oracle Architecture and Administration workshop under CSI banner in Sept 2004 at SRIMCA |
| 15 | Unified Modeling Language seminar on 17th Feb, 2009 B.V.Patel Institute of Business Management & Information Technology |
Achievements / Awards
| 1 | Awarded Elite Silver Certificate for completing the course Data Mining with a score of 85% under NPTEL Online Certification by the Ministry of HRD. Government of India, Jan-Apr 2023 (8-Week Course) |
| 2 | Awarded PhD degree in Computer Science |
| 3 | Awarded Elite Certificate for completing the course Introduction To Machine Learning with a score of 68% under NPTEL Online Certification by the Ministry of HRD. Government of India, Jul-Sep 2019 (8-Week Course) |
| 4 | Achieved certificate of Excellence from the Gujarat Government for completing training and Assessment on Microsoft.NET under the college career program Feb 07 to Apr 07. Percentile Score: 97.91 |
| 5 | Awarded Best Paper in Track of Computer Science in International Conference on Emerging Issue in Development for Future Generation organized by Amroli college in association with IQAC and IIDS Australia, for the paper Document Classification: An Efficient Solution to Organize Unorganized Documents using Machine Learning |
Administrative Duties
| 1 | Converner Women Development Cell |
| 2 | Convener Disability Resource Center |
| 3 | SCET SSIP Co-ordinator |
| 4 | Department representative for R&D committee |
| 5 | AISHE Nodal Officer |
| 6 | NSP Nodal Officer |
| 7 | Member of Art and Intellect Committee. |
| 8 | Head of the Department Since June 2019 to May 2021 |
| 9 | Co-coordinator of Kaleidoscope @ SCET Since June 2019 |
| 10 | GTU Coordinator at Department level for Academic year 2016-2017 |
| 11 | Coordinator for Workshop/Seminar Committee Since December 2011 to December 2021 |
| 12 | Coordinator for Project Committee Since December 2011 to December 2021 |
| 13 | ACPC Verification Officer |
Membership of Professional Bodies
| 1 | IEEE Membership from Dec 2020 to Dec 2021 |
| 2 | Member of IEEE Signal Processing Society from Dec 2020 to Dec2021 |
| 3 | Computer Society of India Life Time Membership |
Workshop / Seminar / STTP
| 1 | DST – GujCost sponsored National Seminar on Role of Mathematics in Engineering and Technology on 1st Feb 2020 |
| 2 | Attended 1 week AICTE approved STTP on “Deep learning, Machine Learning and Pattern Recognition” organized by Electronics and Communication Department SCET, Surat in Nov 2019 |
| 3 | Successfully completed and Awarded Elite Certificate for successfully completing the course Introduction To Machine Learning with a score of 68% under NPTEL Online Certification by Ministry of HRD. Government of India, Jul-Sep 2019 (8 Week Course) |
| 4 | GujCost – DST sponsored STTP on Python for Data Science during 28th – 30th June 2019 |
| 5 | Attended 3 days GUJCOST Sponsored workshop on “Data Science” organized by Computer Engineering SCET, Surat in June 2019 |
| 6 | Attended 1 week TEQIP-II sponsored STTP on “High Performance Computing” Organized by Computer Engineering, SVNIT, Surat in May 2019 |
| 7 | National Mission on Education through ICT(MHRD) sponsored STTP on Introduction to Machine Learning during 16th – 17th Dec 2017 |
| 8 | Attended FDP on Pedagogy for online and Blended Teaching- Learning Process (FDP201x) from September14, 2017 to October12, 2017, AICTE, under the aegis of Pandit Mohan Malaviya National Mission for Teachers and Teaching (PMMMNMTT), MHRD, GOI |
| 9 | Attended FDP Foundation Program In ICT for Education (FDP101x) from August 3, 2017 to September 7, 2017, AICTE, under the aegis of Pandit Mohan Malaviya National Mission for Teachers and Teaching (PMMMNMTT), MHRD, GOI |
| 10 | Seminar on Natural Language Processing and Text Analytics during 25th – 26th Feb 2017 organized by SRIMCA, UTU, Bardoli |
| 11 | Attended 1 week TEQIP II Sponsored STTP on Life Long Researchers organized by Mechanical Engineering, SVNIT, Surat in December 2016 |
| 12 | Attended 2 week TEQIP II Sponsored Self-Financed STTP on Research Methodology For Engineering And Management organized by Civil Engineering, SVNIT, Surat during May 16th -27th 2016 |
| 13 | Attended 2 Week ISTE STTP on “Cyber Security” Organized by IIT, Bombay under the National Mission on Education through ICT, MHRD, Govt. of India in July 2015. |
| 14 | Attended 2 Week ISTE STTP on “Computer Programming” Organized by IIT, Bombay under the National Mission on Education through ICT, MHRD, Govt. of India during May 2015 and June 2015 |
| 15 | Attended 4 days TEQIP-II sponsored STTP on “Cloud Computing” Organized by Computer Engineering, SVNIT, Surat in March 2014 |
| 16 | Attended “National Level Conference on technology Driven Society” organized by SRIMCA during Feb 11th -12th 2011. |
| 17 | Attended workshop on “Faculty Development” organized on 23rd Jan 2010 by Dolat Usha Institute at Valsad. |
| 18 | Attended workshop on “Faculty Development” organized on 10th Oct 2009 by Udhana College |
| 19 | Seminar on “Information Security” on 27th Sep 2009 organized by SRIMCA, Gopal Vidyanagar. |
| 20 | Workshop on “Advance Network Administration” on 22nd Aug 2009 organized by SRIMCA, Gopal Vidyanagar |
| 21 | Attended 5 days workshop on “Innovative Teaching Methodology” organized during 11th – 15th June 2008 by SRIMCA, Bardoli. |
| 22 | Attended 3 days workshop on “IBM TSM Express – Tivoli software” organized during 31st Aug – 2nd Sep, 2007 by SRIMCA, Bardoli in association with IBM – Academic Initiative, Delhi. |
| 23 | Attended 3 days workshop on “Websphere, DB2 & Eclipse Technologies” organized during 4-6 December 2006 by SRIMCA, Bardoli |
| 24 | Participated in One day seminar on “AI & Soft Computing” at A.D.Patel Institute of Technology, New Vallabh Vidyanagar in association with IEEE Student Branch, ADIT on 24th Sep 2006. |
| 25 | State level workshop on “Advance Network Management” on 17th October 2005 organized by SRIMCA jointly with CSI Student Branch, Bardoli. |
Participation in Other Activities
| 1 | Actively participate in all Technical program at SCET since February 2011 till date |
| 2 | Verve Cultural Program at SCET since 2011 till date |
| 3 | Administrative responsibilities as Admin for National Conference on “Recent Trends in Computer and Communication Technology” (RTCCT-2016) |
| 4 | Administrative responsibilities as Admin for Computer Science Track in Multi-Disciplinary National Conference on “Sustainable Computing in Information and Technology” (SCIT-2017) |
| 5 | Member of Discipline Committee |
| 6 | Member of Art and Intellect Committee |
| 7 | Member of WDC Cell |