Faculty Profile
Personal Details
Name: Mrs. Shedge Rajashree A.
Gender: Female
Professional Details
Department: Computer
Designation: Associate Professor
Date of Joining: 2008-01-01
Area of Specialisation: Natural language Processing, Data Mining,Text Analytics, Big Data Analytics, Machine Learning
Industrial Experience: 0
Teaching Experience: 14
Total Experience: 14
Educational Details
UG Qualification: B.E.(CSE)
UG Year Of Passing: 2003
UG University: Shivaji University, Kolhapur
UG Class: First Class
PG Qualification: M.E.Computer
PG Year Of Passing: 2012
PG University: Shivaji University, Kolhapur
PG Class: Distinction
PHD Qualification: Pursuing
PHD Year Of Passing: 0
PHD Class: Mumbai University
Research and Development
Number of Paper Published => National Conference: 1 International Conference: 30 International Journal: 9
Number of Workshops => Organised: 8 Attended: 25
Number of Talks Delivered => 3
National Conferences
| No. | Conf. Name | Conf. Location | Paper Title | Author Details | Proceeding No | Month & Year |
|---|---|---|---|---|---|---|
| 1) | NSCFET 2019 | Navi-Mumbai | Real Life Interview Scenario using CNN and Sentiment Analysis | Akshay Pandey, Preksha Shingadia, Rohit Upadhyay and Rajashree Shedge | Apr 2019 |
International Conferences
| No. | Conf. Name | Conf. Location | Paper Title | Author Details | Proceeding No | Month & Year |
|---|---|---|---|---|---|---|
| 1) | Springer approved International Conference on Inventive Communication and Computational Technologies [ICICCT 2019] | Mumbai | Survey of Big Data Warehousing Techniques | Jaspreet, Bharti Joshi and Rajashree Shedge | Apr 2019 | |
| 2) | Springer approved International Conference on Inventive Communication and Computational Technologies [ICICCT 2019] | Mumbai | Survey of Big Data Warehousing Techniques | Jaspreet, Bharti Joshi and Rajashree Shedge | Apr 2019 | |
| 3) | 2nd International Conference on Inventive Communication and Computational Technologies (ICICCT 2018), IEEE | Automated Grading System Using Natural Language Processing | Amit Rokade, Bhushan Patil, Sana Rajani, Surabhi Revandkar and Rajashree Shedge | Apr 2018 | ||
| 4) | International Conference on Control, Power, Communication and Computing Technologies (ICCPCCT- 2018) | Kerala | Word-IPCA:An Improvement in Dimension Reduction Technique | Payal Sancheti, Rajashree Shedge and Namita Pulgam | 978-1-5386-0796-1/18 | Mar 2018 |
| 5) | International Conference on Control, Power, Communication and Computing Technologies (ICCPCCT- 2018) | Kerala | Concept based document clustering using K prototype Algorithm | Sneha Pasarate and Rajashree Shedge | 978-1-5386-0796-1/18 | Mar 2018 |
| 6) | International Conference on Advances in Computing, Communication and Control (ICAC3) | Text Categorization of Marathi Documents using Modified LINGO | Shraddha Narhari and Rajashree Shedge | Dec 2017 | ||
| 7) | International Conference on Energy, Communication, Data Analytics and Soft Computing (ICECDS) | Movie Production Investment Decision System | Avi Sinha,Ankit Sinha ,Vamsi Krishna,Rajashree Shedge | 978-1-5386-1887-5 | Aug 2017 | |
| 8) | 1st International Conference on Innovation and Challenges in Cyber Security | Comparitive study of Feature Extraction Techniques in Sentiment Analysis | Sneha Pasarate,Rajashree Shedge | ICICCS 2016 | Oct 2016 | |
| 9) | IEEE International Conference on Computational Intelligence and Computing Research | Context Based Genuine Content Recommendation using Hadoop | Sachin Bende,Rajashree Shedge | 2016 | Oct 2016 | |
| 10) | 2016 International Conference on Signal Processing, Communication, Power and Embedded System | On Demand Recommendation using Association Rule mining Approach | Mayur Bhosale,Rajashree Shedge | xxxx | Oct 2016 | |
| 11) | Intl. Conference on Advances in Computing, Communications and Informatics (ICACCI) | Constraint Based Recipe Recommendation using Forward Checking Algorithm | Kirti R. Pawar,Tushar Ghorpade ,Rajashree Shedge, | xxxx | Sep 2016 | |
| 12) | Anusandhan (in Association with Springer Nature) | Multilingual News Article Clustering using Fuzzy C-means with PSO on Hadoop | Deepa Sirurmath,Rajashree Shedge | xxxx | Jul 2016 | |
| 13) | International Journal of Innovative Research and Advanced Studies (IJIRAS) | Comparative Analysis Of Big Data Analytical Techniques Using Mapreduce | Deepa Sirurmath,Rajashree Shedge | ISSN: 2394-4404 | Jun 2016 | |
| 14) | International Conference on Signal & Information Processing(ICONSIP-2016) | An effective Anonymization Technique of Big Data using Supression Slicing method | Deepa sirurmath,Rajashree Shedge | ICONSIP-2016 | Jun 2016 | |
| 15) | ICCS | Noida | Comparitive study of Feature Extraction Techniques in Sentiment Analysis | Sneha Pasarate,Rajashree Shedge | 1877-0509 | Feb 2016 |
| 16) | ICCCV 2016 (MulticonW 2016) | Mumbai | Dealing with Small Files Problem in Hadoop Distributed File System | Sachin Bende,Rajashree Shedge | 1877-0509 | Feb 2016 |
| 17) | Shaastrarth 2016 | Bhilai | Comparative Study of Relational Database Tampering Detection Techniques | Tushar Yerne,Rajashree Shedge | 1877-0905 | Feb 2016 |
| 18) | IEEE 3rd International Conference on Electyronics & Communication Systems(ICECS'16) | Coimbatur,Tamilnadu | Privacy Preservation in Personalized data -Survey | Nivedita Elanshekar,Rajashree Shedge | 1877-0905 | Feb 2016 |
| 19) | International Conference on Software Technology and Computer Engineering(ICSTACE) | Pune | A Review on Peer to Peer Botnet Detection Techniques | Pranita Sangit,Shedge Rajashree | Jul 2015 | |
| 20) | ICECCT | Chennai | Improved Document clusterimg using K-means Algorithm | Pramod Bide,Rajashree Shedge | .. | Mar 2015 |
| 21) | international conference on software technology and computer engineering(ICSTACE) | PUNE | Enhanced spam filtering using fuzzy similarity | Swati pandit,Rajashree shedege | isbn-978-93-84209-82-7 | Jan 2015 |
| 22) | International Conference on Advances in Computing and Information Technology, ICACIT | Mumbai | Extraction of Relevant Information by Removing Effect of DanglingNode Using Modified Page Rank Algorithm | Malavade Vinayak,Shedge Rajashree | 978-93-5107-300-0 | Dec 2014 |
| 23) | international Conference on Electronics,computer science and Information Technology | Mumbai | Spam Mail Detection using Fuzzy Similarity | Swati Pandit,Rajashree Shedge | . | Oct 2014 |
| 24) | Fifth IRF International Conference | Goa | Marathi Character Recognition using Ant Miner Algorithm | Urmila Shinde,Rajashree Shedge | ISBN : 978-93-84209-45-2 | Aug 2014 |
| 25) | Fourth International Conference on Communication Systems and Network Technologies,IEEE | Bhopal | Comparative Study of Concurrency Control Techniques in Distributed Databases | Anand Mhatre,Shedge Rajashree | 978-1-4799-3070-8 | Apr 2014 |
| 26) | Fourth International Conference on Communication Systems and Network Technologies,IEEE | Bhopal | Packet Loss in Handover for Host Based Mobility Management Protocols | Malavade Vinayak,Shedge Rajashree | 978-1-4799-3070-8 | Apr 2014 |
| 27) | Fourth International Conference on Computational Intelligence and Communication Networks ( CICN-2012),IEEE conference | GLA university,Mathura | Hybrid approach for Database Intrusion Detection with Reactive Policies | Rajashree Shedge,Dr.Lata Ragha | 978-7695-4850-0 | Nov 2012 |
| 28) | International Conference & Workshop on Emerging Trends in Technology 2012 (ICWET-2012) | Mumbai | Data Integrity & Confidentiality in Outsourced Databases | Sonal Balpande,Rajashree Shedge,Dr.Lata Ragha, | 973-93-80864-47-3 / ISBN No. 978-0-615-58717-2 | Feb 2012 |
| 29) | International Conference & Workshop on Emerging Trends in Technology 2012 (ICWET-2012) | Mumbai | Hybrid Reactive Database Intrusion Detection system | Rajashree Shedge,Dr.Lata Ragha,Sonal Balpande, | 973-93-80864-47-3 | Feb 2012 |
| 30) | Nov -0001 |
International Journal
| No. | Conf. Name | Conf. Location | Paper Title | Author Details | Proceeding No | Month & Year |
|---|---|---|---|---|---|---|
| 1) | SSRN eLibrary | Depression Detection and Prevention System by Analysing Tweets | Jayesh Chavan, Kunal Indore, Mrunal Gaikar and Rajashree Shedge | Mar 2019 | ||
| 2) | Grenze International Journal of Engineering and Technology | Abstractive Summarization using AMR and Random Walk Algorithm | Payal Sancheti, Rajashree Shedge and Namita Pulgam | Vol 4, Issue 3 | Dec 2018 | |
| 3) | International Journal for Scientific Research & Development | Topic Modelling: A Comparative Study | Shraddha Narhari,Rajashree Shedge | Vol. 5, Issue 08, ISSN (online): 2321-0613 | Aug 2017 | |
| 4) | Ijritcc | Study of Document Clustering Methods | Mayur Bhosale,Tushar Ghorpade,Rajashree Shedge, | xxxx | Jun 2016 | |
| 5) | IOSR Journal of Computer Science (IOSR-JCE) | Open Access journal | Comparative Study and Analysis of Cloud Intrusion Detection System | Pramod Bide,Rajashree Shedge | e-ISSN: 2278-0661, p-ISSN: 2278-8727 | Feb 2014 |
| 6) | IOSR journal of Computer Engineering (IOSR-JCE) | open access journal | Survey of Real Time Scheduling Algorithms | Swati Pandit, ,Rajashree Shedge | e-ISSN: 2278-0661, p- ISSN: 2278-8727 | Jul 2013 |
| 7) | IOSR journal of Computer Engineering (IOSR-JCE) | open access journal | Comparative Analysis of Collaborative Filtering Techniques | Urmila Shinde,Rajashree Shedge | e-ISSN: 2278-0661, p- ISSN: 2278-8727 | Apr 2013 |
| 8) | International Journal of Scientific and Research Publications (IJSRP) | open access journal | Improved Hybrid Dynamic Load Balancing Algorithm for Distributed Environment | Urjashree Patil,Rajashree Shedge | ISSN 2250-3153 | Mar 2013 |
| 9) | Fourth International Conference on Computational Intelligence and Communication Networks ( CICN-2012),IEEE conference | ACM Digital Library | Hybrid approach for Database Intrusion Detection with Reactive Policies | Rajashree Shedge,Dr.Lata Ragha | ISBN:978-0-7695-4850-0 | Nov 2012 |
Workshops Organised Details
| No. | Worked As | Name | Organised By | Location | No. of Days | Start Date | End Date |
|---|---|---|---|---|---|---|---|
| 1) | Coordinator | Orientation Program of revised syllabus of "Discrete Mathematics" | Shah & Anchor Kutcchi College of Engineering | Chembur | 1 | 2017-07-21 | 2017-07-21 |
| 2) | Coordinator | Syllabus Setting Meeting on behalf of UoM for "Discrete Mathematics" | RAIT | Nerul | 1 | 2017-02-07 | 2017-02-07 |
| 3) | Coordinator | Syllabus Setting Meeting on behalf of UoM for "Discrete Mathematics" | RAIT | Nerul | 1 | 2017-02-07 | 2017-02-07 |
| 4) | Coordinator | "Security Assets for Hacking Anticipation" | RAIT, Nerul | D.Y.Patil Vidyanagar, Sec 7, Nerul, Navi Mumbai | 6 | 2017-01-09 | 2017-01-14 |
| 5) | Coordinator | "Security Assets for Hacking Anticipation" | RAIT, Nerul | D.Y.Patil Vidyanagar, Sec 7, Nerul, Navi Mumbai | 6 | 2017-01-09 | 2017-01-14 |
| 6) | Committee Member | Computational Intelligence | RAIT | Nerul, Navi-Mumbai | 3 | 2015-03-12 | 2015-03-14 |
| 7) | Committee Member | Computational Intelligence | RAIT | Nerul, Navi-Mumbai | 3 | 2015-03-12 | 2015-03-14 |
| 8) | Committee Member | National Workshop on "Advanced Technology Trends & Security Issues in AdHoc & Sensor Networks" | Ramrao Adik Institute of Technology, Nerul | Dr.D.Y.Patil vidyanagar, Sec-7, Nerul(E), Navi-Mumbai | 3 | 2014-01-23 | 2014-01-25 |
| 9) | Committee Member | National Workshop on "Advanced Technology Trends & Security Issues in AdHoc & Sensor Networks" | Ramrao Adik Institute of Technology, Nerul | Dr.D.Y.Patil vidyanagar, Sec-7, Nerul(E), Navi-Mumbai | 3 | 2014-01-23 | 2014-01-25 |
| 10) | Coordinator | Inter-Department Technical Competition (Co-ordinator for JAVA) | RAIT | Nerul,Navi-Mumbai | 5 | 2013-09-02 | 2013-09-06 |
| 11) | Coordinator | Inter-Department Technical Competition (Co-ordinator for JAVA) | RAIT | Nerul,Navi-Mumbai | 5 | 2013-09-02 | 2013-09-06 |
| 12) | Coordinator | LATEX | Ramrao Adik Institute of Technology, Nerul | Dr.D.Y.Patil vidyanagar, Sec-7, Nerul(E), Navi-Mumbai | 1 | 2013-02-09 | 2013-02-09 |
| 13) | Coordinator | LATEX | Ramrao Adik Institute of Technology, Nerul | Dr.D.Y.Patil vidyanagar, Sec-7, Nerul(E), Navi-Mumbai | 1 | 2013-02-09 | 2013-02-09 |
| 14) | Coordinator | Basics of "LINUX OS" | Ramrao Adik Institute of Technology, Nerul | Dr.D.Y.Patil vidyanagar, Sec-7, Nerul(E), Navi-Mumbai | 2 | 2013-01-21 | 2013-01-22 |
| 15) | Coordinator | Basics of "LINUX OS" | Ramrao Adik Institute of Technology, Nerul | Dr.D.Y.Patil vidyanagar, Sec-7, Nerul(E), Navi-Mumbai | 2 | 2013-01-21 | 2013-01-22 |
| 16) | Committee Member | National workshop on “Emerging Trend in Pattern Recognition(ETPR-10)" | Ramrao Adik Institute of Technology, Nerul | Dr.D.Y.Patil vidyanagar, Sec-7, Nerul(E), Navi-Mumbai | 3 | 2010-08-19 | 2010-08-21 |
| 17) | Committee Member | National workshop on “Emerging Trend in Pattern Recognition(ETPR-10)" | Ramrao Adik Institute of Technology, Nerul | Dr.D.Y.Patil vidyanagar, Sec-7, Nerul(E), Navi-Mumbai | 3 | 2010-08-19 | 2010-08-21 |
Workshops Attended Details
| No. | Name | Organised By | Location | No. of Days | Start Date | End Date |
|---|---|---|---|---|---|---|
| 1) | National level workshop on “Advances in Networking & Mobile Computing†| RAIT | Nerul, Navi | 3 | 2010-03-25 | 2010-03-27 |
| 2) | Workshop on “Open Commerce†| Fr. Agnel college of engg. | Bandra, Mumbai | 2 | 2010-07-30 | 2010-07-31 |
| 3) | orientation program on “E-Commerce" | SPIT, | Andheri, Mumbai | 1 | 2010-08-12 | 2010-08-12 |
| 4) | STTP on “Emerging trends in Wireless N/W†| Terna Engg. College, Nerul, Navi-Mumbai | Nerul, Navi-Mumbai | 5 | 2011-07-04 | 2011-07-08 |
| 5) | seminar on "Ethical Hacking" | Jetking | Dadar, Mumbai | 1 | 2013-01-12 | 2013-01-12 |
| 6) | ISTE-approved STTP on "Research Methodology and Current Trends" | Shah &Anchor Kutchhi Engg. College | Chembur, Mumbai | 5 | 2013-12-16 | 2013-12-20 |
| 7) | Network Implementation & Security | RAIT | Nerul, Navi-Mumbai | 2 | 2014-03-14 | 2014-03-14 |
| 8) | Big Data Analytics | Thadomal Sahani Engineering College | Bandra, Mumbai | 2 | 2014-12-01 | 2014-12-12 |
| 9) | SAS Forum India 2015 (Big Data Analytics) | SAS | Grand Hyatt | 1 | 2015-04-15 | 2015-04-15 |
| 10) | STTP on “Faculty Development Program†| Tasgaonkar institute of technology | Karjat | 5 | 2008-11-17 | 2008-11-21 |
| 11) | “Deep dive faculty enablement program†| Infosys Tech., | Pune | 4 | 2009-07-07 | 2009-07-10 |
| 12) | Training in IBM SEED program (IBM Cognos BI) | RAIT | Nerul, Navi-Mumbai | 4 | 2015-02-08 | 2015-02-11 |
| 13) | 102nd Indian Science Congress | Mumbai University | Kalina, Mumbai | 5 | 2015-01-03 | 2015-01-07 |
| 14) | STTP on "Big Data Analytics" | Fr.Conceicao Rodrigues college of engineering | Bandra | 5 | 2015-12-07 | 2015-12-11 |
| 15) | Orientation Program on "Soft Computing" | Terna College of Engineering | Nerul, Navi-Mumbai | 1 | 2015-07-22 | 2015-07-22 |
| 16) | Orientation Program on "Big Data Analytics" | VESIT, Chembur | Mumbai | 1 | 2016-01-05 | 2016-01-05 |
| 17) | Orientation Program on "Data Science" | Shah & Anchor Kutchhi Engg. college, Chembur | Mumbai | 1 | 2017-01-23 | 2017-01-23 |
| 18) | New frontiers in Database Research | IIT Bombay | IIT Bombay | 2 | 2006-03-18 | 2006-03-19 |
| 19) | Object oriented Analysis & Design | VJTI | Matunga, Mumbai | 2 | 2004-02-07 | 2004-02-08 |
| 20) | Numerical Linear Algebra for Engineering Applications | VJTI | Matunga Mumbai | 5 | 2017-01-26 | 2017-01-30 |
| 21) | Data Science - Text Analytics | CDAC | Mumbai | 3 | 2016-06-16 | 2016-06-18 |
| 22) | Orientation program on "Natural Language Processing" | Pillai College of Engineering | Panvel | 1 | 2016-10-01 | 2016-10-01 |
| 23) | B.E. Syllabus Revision Meeting of "Natural Language Processing" | Pillai College of Engg. | Panvel | 1 | 2017-04-10 | 2017-04-10 |
| 24) | FDP on Machine Learning for Data Science and Analytic | Ramrao Adik Institute of Technoloy | Nerul, Navi-Mumbai | 6 | 2018-01-25 | 2018-01-30 |
| 25) | Applications of Mathematics in Engineering and Real Life | R.A.I.T. | Nerul | 3 | 2018-02-28 | 2018-02-28 |
Talks Delivered
| No. | Name | Organised By | Location | Date |
|---|---|---|---|---|
| 1) | Computer Basics for Nursing Students | RAIT | Nerul, Navi-Mumbai | 2010-01-01 |
| 2) | Computer Basics for Mumbai Police | RAIT | Nerul, Navi-Mumbai | 2011-01-01 |
| 3) | "Emerging Trends in Operating System" (Scheduling algorithms) | Dr.D.Y.Patil Polytechnic, Nerul | Nerul, navi-mumbai | 2015-12-17 |