Cinque Terre

Professor Sachin N. Deshmukh

Professor,

Department of Computer Science and IT,

Dr. Babasaheb Ambedkar Marathwada University Aurangabad-431004 (M.H), India

About

Professor Sachin N. Deshmukh

Professor,

Department of Computer Science and IT,

Dr. Babasabheb Ambedkar Marathwada University, Aurangabad(MS),INDIA.

Cinque Terre
One Page Profile Short Resume Detailed Resume

Dr. Sachin N. Deshmukh,is currently working as a Professor in Department of Computer Science and IT, Dr. Babasaheb Ambedkar Marathwada University, Aurangabad. He has handled different responsibilities like Director of University Network & Information Center (UNIC) and Co-ordinator of Internal Quality Assurance Cell (IQAC) in Dr. Babasaheb Ambedkar Marathwada University, Aurangabad. He was Director (Center for Vocational Education and Training), Chief Coordinator of Spoken Tutorial Project of IITB and PET-2014 Coordinator. He was Treasurer of Institute of Electronics and Telecommunication Engineers-IETE Aurangabad Chapter and Director Teachers Credit Co-Operative Society Dr. BAMU Aurangabad. He served as Secretary (Dr. Babasaheb Ambedkar Marathwada University PG Teachers Association –BAMUTA). He has more than Twenty Four years of experience in teaching for post graduate (M. Tech, M.Sc. and MCA) and graduate courses (B.E., B. Tech.) and also have an experience of software development using .NET, Oracle, J2EE, XML ,Java Scripts, PHP and MySQL. He has given expert talks in the Colleges and Universities on different recent Technologies. He has published more than 85 Research articles in reputed International Journals and Conferences. He is a member of Enhancing Quality Assurance in South Asia (EQASA) workgroup of European Union. He also got the Scholarship for research excellence program under Erasmus Mundus Program, Spain funded by European Union. He worked in AICTE New Delhi on deputation as Deputy Director (e-Governance) and as Associate Professor at COEP Pune on Lien. He was involved in conduction of meetings chaired by the then Hon’ble Minister of HRD, Government of India Shri Kapil Sibbal related to NVEQF framework designed by AICTE. He is Working as Member, Standing Complaint Scrutiny Committee at AICTE, and Member of Peer Committee of NAAC for accreditation and also Expert Committee Member of UGC. He is a member of Adhoc Board of Studies in Bioinformatics and Liberal arts Dr. Babasaheb Ambedkar Marathwada University, Aurangabad, Board of Studies member at Government of Engineering Karad and Government College of Engineering Aurangabad and also Adhoc Board of Computer Science at Shivaji University Kolhapur. He has also received the appreciation from University for development of Administration software. He has visited Thailand and Santiago de Compostela University, Spain Under Erasmus Mundus Scholarship for Research Excellence program. He has also visited University of Peloponnese in Corinth, France under EQASA- Enhancing Quality Assurance in South Asia in 2017.He conducted more than 10 workshops on different recent technology, also worked as a faculty for Visual Basic 6 and Visual C++ 6 course in DAC course conducted by C-DAC. The reputed software companies apart from University to whom He has provided the consultancy for Technology transfer are Satyam Pune, Experts, Paral Computer Aurangabad and LAREHU InfoTech. He has successfully completed projects funded by UGC, DST, and AICTE etc.

My research interests: Data Mining, Text Mining, Social Media Mining, Sentiment Analysis , Big Data Anlytics


Connecting with me..
Office No.: (0240) 2403339/16
Email ID: sachin.bamu@bamu.ac.in
sndeshmukh@hotmail.com

Academic Information

  • Mathematical Foundation of Computer Science
  • Machine Learning
  • Data Mining
  • Advanced Computer Network
  • Operating System
  • DBMS
  • Software Engineering
  • Data Structure and Analysis of Algorithm
  • Computer Graphics
  • Principals of Programming Languages
  • Theory of Computations
  • OOPs
  • C++ Programming
  • Advance Java Programming
  • Web Programming (HTML,JavaScriptPHP, MySQL)
  • Electronics Devices and Circuits
  • Fundamental of Compiler Design
  • CSI (Membership ID: 01070001)
  • IEEE (Membership ID: 92498103)
  • IETE (Membership ID: M-192303)
  • IAENG (Membership ID: 107363)
  • ISCA (Membership ID: L23154)
  • 1. One week TEQIP sponsored faculty development program on Scientific Computations on General Purpose Graphical Processing Units (GPGPU) In Collaboration with the Indo US Collaboration for Engineering Education (IUCEE) at College of Engineering, Pune (18th June, 2012 to 22nd June, 2012)
  • 2. Two Weeks AICTE Faculty Development Program on "Machine Learning & Data Mining Approaches: A Research Perspective” at College of Engineering, Pune during 28th March 2013-6th April 2013 (10 days).

Professional Training

# Organization Period From To Particulars of Training
1 Govt College of Engineering, Pune 01-Jul-97 11-Jul-97 Course on Compiler Construction
2 IIT, Delhi 12-May-03 16-May-03 High performance Computing
3 Rational Software development 23-Jun-03 27-Jun-03 OOAD with UML and Fundamentals of Rational Unified Process
4 KRESIT, IIT Mumbai 27-Mar-04 28-Mar-04 Wireless Networking Workshop
5 UGC Academic Staff College, Dr BAM University, Aurangabad 01-Jul-05 28-Jul-05 Orientation Course
6 UGC Academic Staff College, Dr BAM University, Aurangabad 05-Dec-05 24-Dec-05 Refresher Course in Computer Science
7 Center for Indian Language Technology, IIT Mumbai 16-Jul-08 18-Jul-08 Workshop on Ontology, NLP, IE and IR
8 UGC Academic Staff College, Dr BAM University, Aurangabad 07-Feb-09 27-Feb-09 Refresher Course in Computer Science
9 UGC Academic Staff College, Dr BAM University, Aurangabad 04-Sept-13 27-09-13 Refresher Course in e-Governance and e-Learning
  • 1. Joint Secretary for ACVIT-2007 (IEEE sponsored International Conference on Advance Trends in Computer Vision and IT) conducted at Department of Computer Science and IT, Dr. Babasaheb Ambedkar Marathwada University, Aurangabad
  • 2. Treasurer for ICMO-2009 (International Conference on Microwaves and Optics) conducted at Department of Computer Science and IT, Dr. Babasaheb Ambedkar Marathwada University, Aurangabad
  • 3. Web Management Secretary for ACVIT-2009 (IEEE sponsored International Conference on Advance Trends in Computer Vision and IT) conducted at Department of Computer Science and IT, Dr Babasaheb Ambedkar Marathwada University , Aurangabad
  • 4.Organizing Secretary for NWDWDM-2010 (National Workshop on Data Warehousing and Data Mining) conducted at Department of Computer Science and IT, Dr. Babasaheb Ambedkar Marathwada University, Aurangabad.
  • 5. Organizing and Technical Secretary for ICKE-2011 (IEEE sponsored International Conference on Knowledge Engineering) conducted at Department of Computer Science and IT, Dr. Babasaheb Ambedkar Marathwada University, Aurangabad on January 29th – 31th, 2011.
  • 6.Organizing and Technical Secretary for ICKE-2016 (IJCA sponsored 2nd International Conference on Knowledge Engineering) conducted at Department of Computer Science and IT, Dr. Babasaheb Ambedkar Marathwada University, Aurangabad on December 21th – 23th, 2016.
  • 7. Convener for CRACSE-2019 (IETE Sponsored ) Three Days workshop on “Current Research Avenues in Computer Science and Engineering, organized by Department of Computer Science and IT, Dr. Babasaheb Ambedkar Marathwada University, Aurangabad on August 16th – 18th, 2019
  • 1. Delivered Expert Talk on “Social Media: A Boon or A Bane”, organized by Indira College of Commerce and Science, New Pune Mumbai Hwy, Tathawade, Pune, Maharashtra 411033 on 23-Dec-2017.
  • 2. Delivered Expert Talk on “New NAAC Guidelines” organized by PES College of Engineering , Aurangabad on 12-Oct-2017.
  • 3. Delivered Expert Talk on “Revised NAAC Guidelines” organized Chh.Shahu College of Engg,Kanchanwadi, Paithan Road,Aurangabad, (MS), India. on 11-Nov-2017.
  • 4. Delivered Expert Talk on “Accreditation and Institutional Ranking System” organized by Maulana Azad Educational Trust’s Y. B. Chavan College of Pharmacy Aurangabad on 7-8 Sept 2018
  • 1. Attended Management Development Programme on “MULTIVARIATE DATA ANALYSIS” (MDA 2018 ) July 2-7, 2018 at Vinod Gupta School of Management Indian Institute of Technology , Kharagpur West Bengal -721 302, India

    As Member in NAAC Peer Committee

    # Visited Institute Name Date
    1 Jaypee University of Engineering and Technology, Guna – 473226, Madhya Pradesh 17-20 Oct 2016
    2 Seva Sadan Mahavidyalaya , Railway Station Road, Shenwara, Burhanpur-450331, Madhya Pradesh 10 -12 Nov 2016
    3 Utkal University, Vani Vihar, Bhubaneswar, Odisha,Pin-751004 17-19 Nov 2016
    4 Gandhi Institute of Technology and Management(GITAM) ,Gandhi Nagar, Rushikonda, Visakhapatnam-530045 Andhra Pradesh, India 20-22 Feb 2017
    5 Sanketika Vidya Parishad Engineering College, Pothinamallayyapalem, Visakhapatnam-530041,Andhra Pradesh 14-15 May 2018
    6 Noida Institute of Engineering & Technology, 19, Knowledge Park-II, Institutional Area, Greater Noida, Uttar Pradesh 201306 26- 28 May 2017
    7 Rajalakshmi Engineering College, Rajalakshmi Nagar, Thandalam, Chennai-602105, Tamilnadu 25-27 April 2017
    8 USri Sivasubramaniya Nadar College Of Engineering Raviv Gandhi Salai(OMR), Kalavakkam, Off Chennai-603110, Tamil Nadu 19-21 June 2017

As Committee Member on AICTE

Sr.No Committee Name Date Venue
1 Expert member on One Man Committee 07 Feb 2014 AICTE , New Delhi
2 Standing Appellate Committee 03 April 2014 AICTE HQ, Chandralok Building, Janpath, New Delhi-110001
3 Standing Complaint Scrutiny Committee Twenty Seven(27) Times Attedned Meeting AICTE Office, 7th / 10th Floor , Chandralok Building, Janpath Delhi-110001
4 Scrutiny Committee 15 Feb 2018 AICTE SWRO Trivandrum, New Delhi
5 Standing Appellate Committee (SAC) 21-23 April 2018 AICTE HQ, Nelson Mandela Marg, Vasant Kunj, New Delhi-110067

As Committee Member on UGC

Sr.No Committee Name Date Visited Institute
1 Advisory Committee --- Vardhaman College of Engineering , Kacharam, Shamshabad-501 218, Hyderabad(Telangana)
2 UGC Nominee for the External Peer Review Committee --- Nutan Vidya Prasarak Mandal, Lasalgaon Ta-Nifad, Dist – Nashik 422 306
3 As a Member of Expert Committee 02-03 Aug 2018 Veer Surendra Sai University of Technology, Burla, Sambalpur Odisha
4 As a Member of Expert Committee 22-23 Oct 2018 Garden City University, Banglore 560049
5 As a Member of Expert Committee ----- GOPAL Narayan Singh University(Private University), Jamuhar, Dist-Rohtas, Bihar- 821305

Research

Research Projects: (4)
  • 1. UGC Minor Research Project (Yr 2003-2005) Rs. 20,000/- (Telephonic Result System) as PI
  • 2. UGC Major Research Project (2008-2010) Rs 11,80,000/- Worked as Co-Investigator
  • 3. UGC Major Research Project (2011-2013) Rs. 9,30,000/- Working as Co-Investigator
  • 4. AICTE Research Project (2012-2014) Rs. 8,00,000/- as Principle Investigator ( at COEP, Pune)
  • Ph.D Students Awarded and Working Under the Guidance of Prof. Sachin N. Deshmukh

    Vaishali Ingle

    Research Topic:

    Interactive Visualization and
    Data Exploration for Unstructured Data

    Status: Awarded(2018)

    Varsha Jadhav

    Research Topic:

    Intention Mining In Social Networking.

    Status:Awarded(March-2019)

    Vilas B Kamble

    Research Topic:

    CLASSIFICATION TECHNIQUES FOR HANDLING MISSING VALUES IN THE DATASET

    Status: Awarded(July-2019)

    Bhakti Ahirwadkar

    Research Topic:

    SENTIMENT ANALYSIS OF USER COMMENNTS FOR COLLABORATIVE FILTERING

    Status: Working

    Phramaha Wattana Losanta

    Research Topic:

    DESIGN AND DEVELOPMENT THE FRAMEWORK FOR LOCAL E- GOVERNMENT AND INFORMATION QUALITY IN THAILAND

    Status: Awarded(Jan-2020)

    Supriya Kinariwala

    Research Topic:

    OPINION-BASED SEMANTIC USER PROFILE MODELING FOR CONTEXTUAL SUGGESTIONS

    Status: Working

    Ashish Jiwan Ingle

    Research Topic:

    APPLYING MACHINE LEARNING TECHNIQUES FOR PREDICTING EMPLOYEES TALENT FROM THEIR PERSONAL AND SOCIAL PROFILE AND THEIR PERSONALITY TRENDS

    Status: Working

    Vishal S. Shirsat

    Research Topic:

    SENTENCE LEVEL NEGATION IDENTIFICATION USING SENTIMENT ANALYSIS FOR NEWS ARTICLE AND BLOGS

    Status: Thesis Submitted

    Rajkumar S Jagdale

    Research Topic:

    ANALYSING POPULARITY OF ONLINE PRODUCTS USING ASPECT BASED SENTIMENT ANALYSIS

    Status: Synopsis Submitted

    Saleh Al-Subari

    Research Topic:

    DEVELOPMENT OF MODEL FOR SPAM REVIEW DETECTION USING SENTIMENT ANALYSIS

    Status: Working

    Mahesh B. Shelke

    Research Topic:

    Lexicon And Dictionary Based Model For Sentiment Analysis of Marathi

    Status: Working

    M.Tech(CSE) Students Awarded and Working Under the Guidance of Prof. Sachin N. Deshmukh

    Sr.No. Student Name Project Name Status
    1 Yogesh W. Wanjari Automatic News Extraction Fron Online Indian News-papers Awarded (Aug-2014)
    2 Dnyati .S. Randhave Exploiting the functional and taxonomic structure of genomic data by probabilistic topic modeling Awarded (Aug-2014)
    3 Sonkamble kiran V Detection of outliner residues for improving interface prediction in protein hetero-complexes Awarded(Aug-2014)
    4 Ankita E. Shewale Horizontal Aggregation to generate SQL Code using data mining Awarded(Jun-2014)
    5 Neha M. Shroff Mining association rules from XML documents Awarded(Aug-2014)
    6 Archana H. Telgaonkar Dimensionality Reduction and Classification Through PCA,LDA Awarded(2014-15)
    7 Rahul R. Ghule Improving MapReduce Performance through Process Migration Awarded(2014-15)
    8 Vishakha D. Bhope Information Retrieval Using Pattern Based Method for Text Mining Awarded(2014-15)
    9 Supriya Paul Multi-Domain Sentiment and Topic Detection from Text Awarded(2014-15)
    10 Supriya Moralwar Maximal Phrase Based Opinion Extraction of Product and Movie Reviews Awarded(2014-15)
    11 Roshni K. Sarode DRec: Multidomain Recommendation System for Social Community Awarded(2014-15)
    12 Vilas V. Pichad Elevating Document clustering for forensic analysis Investigation System Awarded(2015-16)
    13 Poonam Wankhede Real Time Annotating Search Results for Book Awarded(2015-16)
    14 Syeda Nazema Syed. Subhan Software Based Feature Recommendation System Using Classification Techniques Awarded(2015-16)
    15 Nakade Sneha Mahesh Observing Performance measurements of Unsupervised PMI Algorithm Awarded(2015-16)
    16 Pawar Ashwini Diliprao Comparative Sentence Analysis using POS Tagging RAwarded(2015-16)
    17 Ramteke Sachin Madhukar Opinion Mining on Hashtag tweets data using SVM and MaxEnt Awarded(2015-16)
    18 Rathod Snehal Lobha Sentiment Analysis using Sentiment Feature Awarded(2015-16)
    19 Shinde Ganesh Kashinath Feature Selection Approach for Sentiment Analysis Awarded(2015-16)
    20 Shirbhate Amit Gangadhar Detection of sentiments from Domain Specific Tweets Awarded(2015-16)
    21 Thakare Ketan Lalji Twitter Sentiment Analysis using Hybrid SVM Approach Awarded(2015-16)
    22 Kamble Vinay Shivaji SO-PMI Based Sentiment Analysis with Hybrid SVM Approach Awarded(2015-16)
    23 Suchita V. Wawre Sentimental Analysis of Movie Review by using Machine Learning Algorithm Awarded(July-2017)
    24 Avinash Balajirao Surnar Using Hybrid Approach Analyzing Sentence Pattern by POS Sequence over Twitter Awarded(Mar-2018)
    25 Tayade Pooja Mahendra Identification of Trolling Behavior in Social Media:Troll Filter Awarded(Apr-2018)
    26 Sana Parveen DOpinion Mining in Twitter-Sarcasm Detection Awarded(Mar-2018)
    27 Shaikh Shafi Shadulla Visual Sentiment Analysis in Images Through Deep Neural Network: TensorFlow & CaffeNet Awarded(Mar-2018)
    28 Preeti V. Salunkhe Election Prediction from Twitter Data Awarded(May-2018)
    29 Rasika S. Wagh Sentiment Analysis of Tweets on GST Policy by Indian Government Dissertation Submitted
    30 Payal K. Punde Sentiment Analysis on Mumbai Rains Twitter Dataset Dissertation Submitted
    31 Monali V. Waghmare Extracting Citizen’s Opinion on Indian Budget Using Social Media Data Dissertation Submitted
    32 Pranali J. Phulare Sentiment Analysis and Prediction of Cricket Working
    33 Rohit Wankhede Novelty detection in BBC sports News Streams Working
    34 Nitin S. Magar Sentiment Analysis of Bollywood Movie Reviews Using ML-Classifier Awarded(Sept-2019)
    35 Shinde Nitesh Sunil Content Based Categorization to examine users Activity Working
    36 Syeda Madiha Jeelani --------- Working
    37 Tekale Ganesh Shankarrao -------- Working
    38 Sonavane Sunil K. -------- Working
    39 Digambar Shelke ------- Dissertation Submitted

    M.Phil.(CS) Students Awarded and Working Under the Guidance of Prof. Sachin N. Deshmukh

    Sr.No. Student Name Project Name Status
    1 Bharat Naiknaware Mining the activities of active users using Google Analytics Awarded (Jan-2015)
    2 Dnyaneshwar Panchal Code Instrumentation using dynamic program analysis tool Awarded(Feb-2015)
    3 Sandip Mali Senti View: A Sentiment Analysis Form Tweets Awarded(Jan-2017)
    4 Ashish Bhalerao Opinion Mining From User Reviews using Sentiment Analysis Awarded(Jan-2017)
    5 Barkha Pawani vishandas ---- Working
    6 Bharti Balasaheb Balande ---- Dissertation Submitted
    7 Samadhan M. Nagare ---- Working
    8 Ashish Naikwadi ---- Working
    9 Ashish Lahase ---- Working
    10 Pratik Kakade ---- Working
    11 Pratibha Kothmire ---- Working
    12 Gajanand Boywar ---- Working

    Publications

    Publications:

    Selected Publications:

    • 1.Jagdale R.S., Shirsat V.S., Deshmukh S.N. (2019) Sentiment Analysis on Product Reviews Using Machine Learning Techniques. In: Mallick P., Balas V., Bhoi A., Zobaa A. (eds) Cognitive Informatics and Soft Computing. Advances in Intelligent Systems and Computing, vol 768. Springer, Singapore, (ISBN: 978-981-13-0617-4)(Scopus Indexed) [Springer Link]
    • 2. Vishal S. Shirsat , Rajkumar S. Jagdale, Sachin N. Deshmukh, “Sentence Level Sentiment Identification and Calculation from News Articles Using Machine Learning Techniques”, Proceeding of Computing, Communication and Signal Processing 2018 , Advances in Intelligent Systems and Computing, 810, 2018 , DOI 10.1007/978-981-13-1513-8Springer Singapore (ISBN: 978-981-13-1513-8) (Scopus Indexed) [Springer Link]
    • 3. Shirsat, Vishal S., Rajkumar S. Jagdale, and S. N. Deshmukh. "Document Level Sentiment Analysis from News Articles." 2017 International Conference on Computing, Communication, Control and Automation (ICCUBEA). IEEE, 2017. DOI: 10.1109/ICCUBEA.2017.8463638 (Scopus Indexed)[IEEE Link]
    • 4. Jadhav, V. D., & Deshmukh, S. N. (2017). Twitter Intention Classification Using Bayes Approach for Cricket Test Match Played Between India and South Africa 2015. International Journal of Rough Sets and Data Analysis (IJRSDA), 4(2), 49-62. (ACM Digital Library Indexed)[ACM Link]
    • 5. Ingle, V., & Deshmukh, S. (2017). Predictive mining for stock market based on live news TF-IDF features. International Journal of Autonomic Computing, 2(4), 341-365. (Scopus Indexed)[Inderscience Link]
    • 6. Ingle, V., & Deshmukh, S. (2017). Live news streams extraction for visualization of stock market trends. In Proceedings of the International Conference on Signal, Networks, Computing, and Systems (pp. 297-301). Springer, New Delhi.(Scopus Indexed)[Springer Link]
    • 7. Ingle, V., & Deshmukh, S. (2016, August). Hidden markov model implementation for prediction of stock prices with TF-IDF features. In Proceedings of the International Conference on Advances in Information Communication Technology & Computing (p. 9). ACM. (ACM Digital Library Indexed)[ACM Link]
    • 8.Vaishali C. Wangikar, Dr. Sachin N. Deshmukh and Dr. Sunil G. Bhirud, “Rough set based approach for automated token formation in real-time record de-duplication”, Journal of Advanced Research in Dynamical and Control Systems, Vol.11, 04-Special Issue, Jan-2019. [Paper Link]
    • 9.Wangikar, V.C., Deshmukh, S.N., Bhirud, S.G., "An efficient approach for automated token formation for record de-duplication with special reference to real-time data-warehouse environment", International Journal of Engineering and Advanced Technology, Volume -8 Issue-4, April-2019.[Paper Link]

    Journal papers::

    • 1. Sandeep Abhang, Sachin Deshmukh , Dr. UlhasShinde , Dr. Ratnadeep Deshmukh, "Design issues of Vulnerabilities and Suspicious behavior detection system in Storage Area Network (SAN)", International Journal of Recent Trends in Engineering(ISSN No 1797-9617), Vol 2, No. 4, November 2009. ( Impact Factor : 4.490)
    • 2. S. K. Pathan, S. N. Deshmukh, R. R. Deshmukh, “ Kerberos Authentication System- A Public Key Extension”, International Journal of Recent Trends in Engineering(ISSN No 1797-9617), Vol 1, No. 2, May 2009 ( Impact Factor : 4.490)
    • 3. Janvale G.B., Gawali B. W., DeoreR..S., Deshmukha S.N., Marwale A.V. and Mehrotra S.C., “Song Induced Mood Recognition System Using EEG Signals”, Annals of Neurosciences) Journal of Indian Academy of Neuroscipences, ISSN 0972-7531 Volume 17, April 2010, Page No. 80-84. ( Impact Factor : 0.599)
    • 4. Sachin N. Deshmukh, Dr. S.C. Mehrotra, Dr. Hardeep Singh, “Using the Normalization for Typographic Errors in Numerals”, Accepted for ICDEM2010 Second International Conference on Data Engineering and Management, Tiruchirapalli, tobe held on 29-30 July,2010 AND published in LNCS SPRINGER FOR LNCS Volume 6411.
    • 5. Sachin Deshmukh, Sunil Kawale, Ratnadeep Deshmukh, “Comparison of Google similarity distance calculated using different search engines”, International Journal of Information Technology and Knowledge Management, ISSN No 0974-2034, Vol. 18, No 23, Jan, 2010, pp. 26-30. ( Impact Factor : 2.8)
    • 6. Nagsen S. Bansod, Siddharth B. Dabhade, Seema S. Kawathekar, Sachin Deshmukh, “Marathi (Varhadi) Speaker Recognition Using LPC, MFCC and DTW”, International Journal of Trends in Computer Science, ISSN: 7462 – 8452, Volume 2, Issue 11, 2013. ( Impact Factor : 4.413)
    • 7. YogeshWanjari, D. B. Gaikwad, VivekMohod, S N Deshmukh, “Data Extraction and Annotation for Web Database using Mumtiple Annotation Approach”, International Journal of Computer Application, Vol 88, No 18, Feb 2014. ( Impact Factor : 3.12)
    • 8. Wanjari, Yogesh W., et al. "Automatic news extraction system for Indian online news papers." Reliability, Infocom Technologies and Optimization (ICRITO)(Trends and Future Directions), 2014 3rd International Conference on. IEEE, 2014.
    • 9. Swapnil S. Raut1, Sachin N. Deshmukh, “Anomaly Detection in Data with Extremely High Dimensional Space via Online Oversampling Principal Component Analysis”, IOSR Journal of Computer Engineering, ISSN: 2278-0661, Volume 16, Issue 3, May-Jun. 2014, PP 67-73. ( Impact Factor : 1.213)
    • 10. S SRaut, D S Randhave, K V Sonkamble, S N Deshmukh, “ A review on online Anomaly Detection Techniques”, IJERT, Feb 2014( Impact Factor : 1.76)
    • 11. S SWangikar, P PChouthmal, P V Kothare, S N Deshmukh, “Overview of facebook data collection through web crawler”, IJERT, Feb 2014 ( Impact Factor : 1.76)
    • 12. Sonal Deshmukh, Dr. R. R. Deshmukh, Sachin Deshmukh, “Performance Analysis of Different Sentence Oddity Measures Applied on Google and Google News Repository for Detection of Substitution”, International Refereed Journal of Engineering and Science, Volume 3, Issue 3, March 2014.( Impact Factor : 1.819)
    • 13. Sonal N Deshmukh, R. R. Deshmukh, S N Deshmukh, “Cosine Similarity for Substituted Text Detection”,International Journal for Advance Research in Computer Science and Software Engineering, Jan 2014, Vol 4, Issue 1, pp-903-907. ( Impact Factor : 2.50)
    • 14. S R Kalmegh, S N Deshmukh,“Effective Evaluation of Classification of Indigenous News Using Decision Table and OneR Algorithm”, International Journal of Advanced Information Science and Technology (IJAIST),Vol 26 No 26, June 2014, pp 6-11. ( Impact Factor : 5.032 )
    • 15. Mr. D. S. Panchal, S N Deshmukh, “Code Instrumentation using Dynamic Program Analysis Tools”, International Journal of Engineering Research & Technology, ISSN: 2278-0181, Vol. 3 Issue 4, April – 2014.( Impact Factor : 1.76)
    • 16. Dnyati .S. Randhave, S. N. Deshmukh, “Generative Topic Modeling in Taxonomic Structure of Genomic Data using LDA”, IJCSMC, Vol. 3, Issue. 7, July 2014, pg.832 – 840. ( Impact Factor : 4.490)
    • 17. S. S. Wangikar, S. N. Deshmukh, “Informational Retrieval Using Crawler & Protecting Social Networking Data from Information leakage”, IOSR Journal of Computer Engineering, ISSN: 2278-0661, p- ISSN: 2278-8727, Volume 16, Issue 3, May-Jun. 2014. ( Impact Factor : 1.213)
    • 18. S R Kalmegh, S N Deshmukh, “Categorical Identification of Indian News Using J48 and Ridor Algorithm”, International Refereed Journal of Engineering and Science, Vol 2, Issue 6, June 2014, pp. 79-84.( Impact Factor : 1.819)
    • 19. A. E. Shewale, P. P. Chouthmal, K. V. Sonkamble, S. N. Deshmukh, “Horizontal Aggregations in SQL using CASE, PIVOT and SPJ Methods for Data Mining Analysis”, International Journal of Engineering Research & Technology (IJERT), Vol. 3 Issue 2, ISSN: 2278-0181, February – 2014.( Impact Factor : 1.76)
    • 20. AnkitaShewale, S. N. Deshmukh, “Horizontal Aggregation in SQL using CASE, SPJ and PIVOT Method to Prepare Datasets for Data mining”, International Journal of Advanced Research in Computer Science and Software Engineering, ISSN: 2277 128X, Volume 4, Issue 7, July 2014.( Impact Factor : 2.5)
    • 21. SyedaNazema Syed. Subhan, S. N. Deshmukh, “A Survey on Feature Recommendation Techniques”, International Journal on Recent and Innovation Trends in Computing and Communication, Vol 3, Issue 3, ISSN: 2321-8169, March 2015. [ Impact Factor: 5.837]
    • 22. SyedaNazema Syed. Subhan, S. N. Deshmukh, “Feature Recommendation from Competitive Product Description by Using KNN with Different Similarity Formulas”, International Journal of Advanced Research in Computer Engineering & Technology, Vol 4, Issue 6, ISSN: 2278-1323, June 2015. [Impact Factor: 2.793]
    • 23. Archana H. Telgaonkar, Sachin Deshmukh, “Comparative Analysis of Methods for Semi-Supervised Dimensionality Reduction”, International Journal of Engineering and Computer Science, Vol. 4, Issue. 3, pp. 10768-10771, March 2015. ( Impact Factor: 3.093)
    • 24. Archana H. Telgaonkar, Sachin Deshmukh, “Dimensionality Reduction and Classification through PCA and LDA”, International Journal of Computer Applications, Vol. 122-No. 17, ISSN: 0975-8887, July 2015. ( Impact Factor: 0.715)
    • 25. Supriya Paul, Sachin Deshmukh, “Analysis of Techniques of Sentiment and Topic Detection”, International Journal of Computer Applications, Vol. 116-No. 14, ISSN: 0975-8887, July 2015. ( Impact Factor: 0.715)
    • 26. Supriya Paul, Sachin Deshmukh, “Domain Independent Joint Sentiment and Topic Detection using AFINN and Other Lexicons”, IOSR Journal of Computer Engineering, Vol. 17, Issue 4, ISSN: 2278-0661, pp 103-108, July-Aug 2015. ( Impact Factor: 1.213)
    • 27. Roshni K. Sarode, Sachin N. Deshmukh, “DRec: Multidomain Recommendation System for Social Community”, International Journal on Recent and Innovation Trends in Computing and Communication, ISSN: 2321-8169, July 2015. (Impact Factor: 5.837).
    • 28. Roshni K. Sarode, Sachin N. Deshmukh, “Comparative Study on Approaches of Recommendation System”, International Journal of Computer Applications, Vol 118- No. 2, ISSN: 0975-8887, May 2015. (Impact Factor: 2.2110)
    • 29. Vilas V. Pichad, Sachin N. Deshmukh, “Role of Document Clustering for Forensic Analysis Investigation System”, International Journal of Computer Science and Engineering, Vol.3, Issue-3, ISSN 2347-2693, March 2015. (Impact Factor: 1.251).
    • 30. Vilas V. Pichad, Sachin N. Deshmukh, “Elevating Document Clustering for Forensic Analysis Investigation System”, International Journal of Advanced Research in Computer Science and Software Engineering, Vol.5, Issue-7, ISSN 2277-128X, July 2015. (Impact Factor: 2.5).
    • 31. PoonamWankhede , Sachin N. Deshmukh, “ Annotating search using Web Databases”, International Journal of Advanced Research in Computer Engineering & Technology, Vol. 4, Issue No 6,ISSN 2278-1323, July 2015. [Impact Factor: 2.793]
    • 32. Rahul R. Ghule, S N Deshmukh, “Improving MapReduce Performance Through Process Migration”, IJERT, Vol. 4, Issue 7, ISSN 2278-0181, July 2015 [Impact Factor: 1.76]
    • 33. PoonamWankhede , Sachin N. Deshmukh, “ Comparative Study on Annotation Techniques”, International Journal of Invovative Research in Science, Engineering & Technology, Vol. 4, Issue No 4,ISSN 2319-8753, April 2015. [Impact Factor: 5.442]
    • 34. Supriya B. Moralwar , Sachin N. Deshmukh, “Maximal Phrase Based Opinion Extraction of Products and Movie Reviews”, International Journal of Advanced Research in Computer Engineering & Technology, Vol. 4, Issue No 6,ISSN 2278-1323, June 2015. [Impact Factor: 2.793]
    • 35. Supriya B. Moralwar , Sachin N. Deshmukh, “Different Approaches of Sentiment Analysis”, International Journal of Computer Science & Engineering, Vol. 3, Issue No 3,ISSN 2347-2693, March 2015. [Impact Factor: 1.251]
    • 36. Rahul R. Ghule, S N Deshmukh, “Comparative Study On Speculative Execution Strategy to Improve Map Reduce Performance ”, International Journal of Computer Science & Engineering, Vol. 3, Issue No 3,ISSN 2347-2693, March 2015. [Impact Factor: 1.251]
    • 37. Vishakha D. Bhope ,Sachin N. Deshmukh, “Information Retrieval Using Pattern Deploying and Pattern Evolving Method For Text Mining”, International Journal of Computer Science & Information Technolgy, Vol. 6, Issue No 4,ISSN 0975-9646, July- August 2015. [Impact Factor: 3.32]
    • 38. Bharat Naiknaware, SeemaKawathekar, Sachin Deshmukh, “Prediction of Popular Content from Social Media Mining”, International Journal of Computer Science and Information Technologies, Vol. 6 (6), 2015, 5265-5267. [Impact Factor: 3.32]
    • 39. Dnyaneshwar S. Panchal, Raju Maher, S N Deshmukh, “Program Analysis Using Code Instrumentation Techniques”, International Journal ofAdvanced Research in Computer Science and Software Engineering, ISSN: 2277-128X, Vol. 5 Issue10, October – 2015. ( Impact Factor : 2.080)
    • 40. V. B. Kamble, Sachin Deshmukh, “Comparative Analysis of Standard Error using Imputation Method ”, Conference Proceedings in International Journal of Indian Innovations in Engineering Research & Technology (IJIERT), ISSN: 2394-3696, January 2015. ( Impact Factor : 3.535)
    • 41. V. B. Kamble, Sachin Deshmukh, “Comparasion of Percentages Error by using Imputation Method on Predicted Information Data” , International Journal of Indian Innovations in Engineering Research & Technology (IJIERT), ISSN: 2394-3696, Vol. 2, Issue 12, December 2015. ( Impact Factor : 3.535)
    • 42. VarshaJadhav, Sachin Deshmukh, “Comparison of classifier for Sentiment Analysis”, International Journal of Indian Innovations in Engineering Research & Technology (IJIERT), ISSN: 2394-3696, Vol. 3, Issue 01, January 2016. ( Impact Factor : 3.535)
    • 43. V. B. Kamble, Sachin Deshmukh, “Novel Hybrid Approach for Prediction of Missing Value in Numeric Dataset”, Global Journal of Engineering Science and Research Management, ISSN: 2349-4506, Vol. 03, Issue 01, January 2016. ( Impact Factor : 2.265)
    • 44. V. A. Ingle, S. N. Deshmukh, “Live news stream extraction for stock market trends”, ICSNCS-2016, JNU New Delhi, Lectures Notes in Electrical Engineering Springer Press, 2016
    • 45. S. G. Chodhary, Rajkumar S. Jagdale, Sachin N. Deshmukh, “Semantic Analysis of Tweets using LSA and SVD", International Journal of Emerging Trends & Technology in Computer Science (IJETTCS)ISSN 2278-6856,Volume 5, Issue 4,July - August 2016(Impact factor:5.663)
    • 46. Rajkumar S. Jagdale, Vishal S. Shirsat, Sachin N. Deshmukh, “Sentiment Analysis of Events from Twitter Using Open Source Tool”, International Journal of Computer Science and Mobile Computing(IJCSMC)ISSN 2320–088X,Vol. 5, Issue. 4, April 2016, pg.475 – 485(Impact factor:5.258)
    • 47. Ashish A. Bhalerao,Sachin N. Deshmukh,Sandip D. Mali," Predicting Sentiment of User Reviews", International Research Journal of Engineering and Technology, (IRJET) e-ISSN: 2395 -0056 Volume: 03 Issue: 05, May 2016 , pg.985 – 986.
    • 48. Ashish A. Bhalerao, Sachin N. Deshmukh, Sandip D. Mali," Movie-Sent: A Sentiment Classification Using Naive Bayes and Support Vector Machine Techniques ", International Journal of Innovative Research in Computer and Communication Engineering ISSN (Online): 2320-9801 Vol. 4, Issue 11, November 2016.
    • 49. Sandip D. Mali,Sachin N. Deshmukh,Ashish A. Bhalerao," SentiView: A Lexicon Based Approach for Twitter Sentiment Analysis ", International Journal of Innovative Research in Computer and Communication Engineering ISSN(Online): 2320-9801 Vol. 4,Issue 11, November 2016
    • 50. Sandip D. Mali,Sachin N. Deshmukh,Ashish A. Bhalerao," Predicting Sentiment of Tweets ", International Research Journal of Engineering and Technology (IRJET) Ie-ISSN: 2395 -0056, Vol.3 ,Issue 5, May 2016.
    • 51. Jadhav, Varsha D., and Sachin N. Deshmukh. "Twitter Intention Classification Using Bayes Approach for Cricket Test Match Played Between India and South Africa 2015." International Journal of Rough Sets and Data Analysis (IJRSDA) 4.2 (2017): 49-62.
    • 52. Surnar, Avinash B., and Sachin N. Deshmukh. "Using Hybrid Approach Analyzing Sentence Pattern by POS Sequence over Twitter." International Research Journal of Engineering and Technology(IRJET), Volume: 04, Issue: 09 , Sep -2017, pp. 880-883 (ISSN: 2395-0056)
    • 53. Parveen, Sana, Sachin N. Deshmukh. "Opinion Mining in Twitter–Sarcasm Detection." , International Research Journal of Engineering and Technology(IRJET), Volume: 04, Issue: 10, Oct -2017, pp.201-204 (ISSN: 2395-0056)
    • 54. Salunkhe, Pritee, Sachin Deshmukh. "Twitter Based Election Prediction and Analysis.", International Research Journal of Engineering and Technology(IRJET), Volume: 04, Issue: 10, Oct -2017, pp. 539-544 (ISSN: 2395-0056)
    • 55. Shaikh, Shafi S., Pooja M. Tayade, and S. N. Deshmukh. "Deep Learning Networks For Visual Sentiment Analysis: CaffeNet and TensorFlow", International Journal of Scientific Research in Computer Science, Engineering and Information Technology, Volume 2 , Issue 5, pp.691-697 (2017). ( ISSN : 2456-3307)
    • 56. Tayade, Pooja M., Shafi S. Shaikh, and S. N. Deshmukh. "To Discover Trolling Patterns in Social Media: Troll Filter.", International Journal of Scientific Research in Computer Science, Engineering and Information Technology, Volume 2 , Issue 5, pp.698-703 (2017). ( ISSN : 2456-3307)
    • 57. Ingle, Vaishali, Sachin Deshmukh. "Predictive mining for stock market based on live news TF-IDF features." International Journal of Autonomic Computing ,Volume 2, Issue 4 (2017): pp. 341-365. (ISSN: 1741-8577)
    • 58. Jadhav, Varsha D., and Sachin N. Deshmukh. "Twitter Intention Classification Using Bayes Approach for Cricket Test Match Played Between India and South Africa 2015." International Journal of Rough Sets and Data Analysis (IJRSDA) Volume 4, Issue 2 (2017): pp. 49-62. (ISSN: 2334-4598)
    • 59. Wankhede Rohit, Sachin N. Deshmukh, Rajkumar Jagdale, “Novelty Detection in BBC Sports News Streams”, International Journal of Scientific Research in Computer Science Applications and Management Studies , Volume 7, issue 2,March-2018.(ISSN: 2319-1953)
    • 60. Rasika S. Wagh, Sachin N. Deshmukh, “Sentiment Analysis of Tweets on GST Policy of Indian Government”, International Journal of Scientific Research in Computer Science Applications and Management Studies, Volume 7, Issue 4, July-2018. (ISSN 2319 –1953)
    • 61. Payal K. Punde, Sachin N. Deshmukh, “Critical Analysis of Public Sentiment on Mumbai Rains Using Twitter”, International Journal of Scientific Research in Computer Science Applications and Management Studies, Volume 7, Issue 4, July-2018. (ISSN 2319 –1953)
    • 62. Monali Waghmare, Sachin N. Deshmukh, “Sentiment and Emotion Analysis on Indian Budget”, International Journal of Scientific Research in Computer Science Applications and Management Studies, Volume 7, Issue 4, July-2018. (ISSN 2319 –1953)
    • 63. N. S. Magar, S. N. Deshmukh, "Implementation on Sentiment Analysis of Bollywood Movies Reviews by Using ML-Classifier Algorithm", International Journal of Innovative Research in Computer and Communication Engineering, Volume 6, Issue 11, Nov-2018. (ISSN 2320-9801)
    • 64. Vishal Shirsat, Rajkumar Jagdale, Kanchan Shende, Sachin N. Deshmukh, Sunil Kawale, "Sentence Level Sentiment Analysis from News Articles and Blogs using Machine Learning Techniques", International Journal of Computer Sciences and Engineering, Vol.7, Issue.5, pp.1-6, 2019.
    • 65.Vaishali C. Wangikar, Dr. Sachin N. Deshmukh and Dr. Sunil G. Bhirud, “Rough set based approach for automated token formation in real-time record de-duplication”, Journal of Advanced Research in Dynamical and Control Systems, Vol.11, 04-Special Issue, Jan-2019.
    • 66.Wangikar, V.C., Deshmukh, S.N., Bhirud, S.G., "An efficient approach for automated token formation for record de-duplication with special reference to real-time data-warehouse environment", International Journal of Engineering and Advanced Technology, Volume -8 Issue-4, April-2019.
    • 67. Ghodake, Sanjay, Shashikant Ghumbre, and Sachin Deshmukh, “Normalized Higher Order Statistics based Automated Cardiovascular Disease Detection using ECG”, International Journal of Advanced Science and Technology, Vol. 28, No. 18, (2019), pp. 629 -649

    Conference Papers::

    • 1. A.B. Salunke, S. N. Deshmukh, R. R. Deshmukh, “Event Detection in Sports Video Game- A Review”, International Conference on Emerging Trends in Computer Science, Communication and Information Technology, Nanded, January 09-11, 2010
    • 2. V.B. Waghmare, S. N. Deshmukh, R. R. Deshmukh, “ZigBee: Wireless Telephony for Lower Power Sensor Networks- A Review”, National Conference on Recent Trends in Computer Engineering, Communication, Information Technology and Management NCRT-2-1-2010, Dhule, 19-20 February, 2010.
    • 3. Sachin Deshmukh, Suresh Mehrotra and Hardeep Singh, “Thesauri and Shortcuts for Blocking in Record Linkage”, IEEE 3rd international Conference on Emerging trends in Engineering & Technology(IEEE ICETET10), Goa, Nov 2010
    • 4. Sonal Deshmukh, R. R. Deshmukh, Sachin Deshmukh, “Use of Search Engine Result Count for Similarity, Duplicate and Substitution Detection in Web Mining: A Survey”, Proceedings of International Conference on Knowledge Engineering published ,Narosa Publication, ISBN No. 9788184871234 Jan, 2011,
    • 5. Sachin Dehmukh, “ Thesauri and Shortcut Dictionary for Record Linkage”, Proceedings of International Conference on Current Trends in Computer Engineering, Pattaya, Thailand, 17-18 Jan., 2012 (Paper selected as best paper of the session)
    • 6. S. G. Chaudhari, S. R. Kalmegh, S. N. Deshmukh, “Semantic Search Algorithm Based on Page Rank and Ontology: A Review”, Proceedings of 3rd International Conference on Intelligent Computational Systems (ICICS’2013), Shatin, Hong Kong, 26-27 Jan, 2013
    • 7. S. R. Kalmegh, S. G. Chaodhari, S. N. Deshmukh, “Semantic e-Learning Method”, Proceedings of 3rd International Conference on Intelligent Computational Systems (ICICS’2013), Shatin, Hong Kong, 26-27 Jan, 2013
    • 8. Sonal Deshmukh, R. R. Deshmukh, Sachin Deshmukh, “ Finding real Semantics of Replaced Words Using k-Gram and NGD”, Proceedings of the World Congress on Engineering 2013 Vol III, WCE 2013, London, U.K. July 3 - 5, 2013
    • 9. Umesh Gade, Sachin Deshmukh, “Metagenomic Binning Methods”, National Conference on Intelligent Computing (NCIC 2013), Coimbatore, 26-27 April, 2013
    • 10. Sonal N Deshmukh, R. R. Deshmukh, S N Deshmukh, “Detection of Hidden meaning of sentence using NGD and PMI”, Proceedings of International Conference on Ecofriendly Co putting and Computer Science, ICECCS 2013, Simla India
    • 11. S. R. Kalmegh, S N Deshmukh, S N Deshmukh, “ Comparative Analysis of methods for Semantic e-Learning”, In proceedings of National Conference on Recent Initiatives towards Green Economies at Amravati.
    • 12. Yogesh W. Wanjari ; Vivek D. Mohod ; Dipali B. Gaikwad ; Sachin N. Deshmukh, "Automatic news extraction system for Indian online news papers." Proceedings of 3rd International Conference on Reliability, Infocom Technologies and Optimization. IEEE, 2014. DOI: 10.1109/ICRITO.2014.7014750 , ISBN: 978-1-4799-6896-1
    • 13. Varsha Jadhav, Sachin Deshmukh, “ Twitter Intention Classification using Bayes Approach”, International Conference on Internet of Things, Next Generation Networks and Cloud Computing ICINC 2016, 2016 at Pune. (Selected as a Best Paper )
    • 14. Ingle, Vaishali, Sachin Deshmukh. "Live news streams extraction for visualization of stock market trends." Proceedings of the International Conference on Signal, Networks, Computing, and Systems, Lecture Notes in Electrical Engineering, vol 395. Pp. 297-301,2017, Springer, New Delhi (ISBN: 978-81-322-3589-7)
    • 15. Rajkumar S. Jagdale, Vishal S. Shirsat , Sachin N. Deshmukh,” Sentiment Analysis on Product Reviews Using Machine Learning Techniques”, Proceeding of Cognitive Informatics and Soft Computing 2017 , Advances in Intelligent Systems and Computing, 768, 2017 ,Springer Singapore (ISBN: 978-981-13-0617-4)
    • 16. Vishal S. Shirsat , Rajkumar S. Jagdale, Sachin N. Deshmukh, “Sentence Level Sentiment Identification and Calculation from News Articles Using Machine LearningTechniques”, Proceeding of Computing, Communication and Signal Processing 2018 , Advances in Intelligent Systems and Computing, 810, 2018 , DOI 10.1007/978-981-13-1513-8 Springer Singapore (ISBN: 978-981-13-1513-8)
    • 17. Jagdale R.S., Shirsat V.S., Deshmukh S.N.(2019) “Review on Sentiment Lexicons”, 3rd International Conference on Communication and Electronics Systems (ICCES), Coimbatore, India, India , IEEE DOI: 10.1109/CESYS.2018.8723913,(ISBN- 978-1-5386-4765-3) )
    • 18. Ghodake, Sanjay, Shashikant Ghumbre, and Sachin Deshmukh. "Electrocardiogram Signal Denoising Using Hybrid Filtering for Cardiovascular Diseases Prediction." Techno-Societal 2018. Springer, Cham, 2020. 271-278

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    Department of Computer Science and IT,Dr. Babasaheb Ambedkar Marathwada University, Aurangabad-431004

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    Prof. Sachin N. Deshmukh

    Professor,

    Data Analytics Research Lab,
    Department of Computer Science and IT,
    Dr. Babasaheb Ambedkar Marathwada University,
    Aurangabad 431004, Maharashtra, India
    Phone: (0240) 2403339/16
    Email:sachin.bamu@bamu.ac.in
    sndeshmukh@hotmail.com

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