Department of Computer Science & IT

Eligibility Criteria

Eligibility For M.Sc. Computer Science:

1. B.Sc. Computer Science
2. B.Sc. Information Technology
3. B. Sc. Computer Application (Science & Technology)
4. B.E/B.Tech. in Computer Science and Engineering/IT
5. B.Sc. Hardware and networking or Multimedia with mathematics as one of the subjects at HSC (12th standard)
6. Any Science Graduate with at least one Optional Subject as Computer Science

Eligibility For M.Sc. Information Technology:

1. B.Sc. Computer Science
2. B.Sc. Information Technology
3. B. Sc. Computer Application (Science & Technology)
4. B.E/B. Tech. in Computer Science and Engineering/IT
5. Any Science Graduate with at least one Optional Subject as Computer Science or Any Science Graduate having Mathematics as one of the subjects at HSC (XII)

Eligibility For M.Sc. Artificial Intelligence:

1. B.Sc. Computer Science
2. B.Sc. Information Technology
3. B. Sc. Computer Application (Science & Technology)
4. B.E/B. Tech. in Computer Science and Engineering/IT, Electronic and Telecommunication Engineering, Mechatronics, Data Science, Artificial Intelligence, Mechanical Engineering
5. B.Voc (IT)
6. B.Voc (Automation)
7. B.Sc. Hardware and networking with mathematics at HSC (12th standard)
8. B.Sc. Automation with mathematics at HSC (12th standard)
9. Any Science Graduate with at least one Optional Subject as Computer Science

Intake

1. For M.Sc. Computer Science)

2. For M.Sc. Computer Science)

3. For M.Sc. Artificial Intelligence

4. For B Sc Data Science AEDP 4 Years degree

Fees

(Fees likely to be modified as per the university rule and regulation from time to time and will be applicable to the concern students)

1. The fees structure for the course M.Sc. Computer Science (Granted and Non-Granted ) Per year

2.The fees structure for the course M.Sc. Information Technology (Non-Granted ) Per year

3.The fees structure for the course M.Sc. Artificial Intelligence (Non-Granted ) Per year

4.The fees structure for the course B.Sc. Data Science(AEDP) (Non-Granted ) Per Semester

Scholarships

Facility for son / daughter / ward of Secondary Teacher (S.S.T.)
Candidates who are son/daughter/ward of Secondary Teachers & seeking the tuition fees facility should submit their application to the concerned departments. The forms should be carefully filled in and complete in all respects.

Facility for son [daughter] ward of Ex-serviceman / Freedom Fighter
Candidates who are son/daughter/ward of Ex-serviceman/Freedom Fighter and seeking the tuition fees facility should submit their application signed with the seal of the District Ex-serviceman Welfare Board to the concerned department. The forms should be carefully filled in and complete in all respects. Applications for BBC facility must be submitted before the last date in the concerned departments. Applications received after the last date will not be entertained.

Schedule of application procedure
The schedule of the application procedure for candidates of E.B.C., P.S.T., S.S.T., and Ex-Serviceman will be communicated to Departments through a circular by the P.G. section. EBC, PST, and SST facility for non-granted courses is subject to the decision of the Government Authority.

Scholarship Govt. of India Scholarship (G.O.I.)
The Government of India (G.O.I.) gives scholarships for students belonging to the reserved categories. An online application form in the proper format and supported by the following documents must be submitted to the Post-Graduate Section (Admission Unit) before the last date. Applications received after the last date will not be entertained under any condition. AADHAR CARD No. is compulsory for scholarship holder students. Management Quota Students are not eligible for GOI and Freeship Scholarships (e.g., MBA, MCA, B.Tech. Students of Management Quota are not eligible for this facility.)

A. New scholarship application form A new scholarship application form with a passport-size photograph of the student must be duly signed by the competent authority.

B. Supporting documents Application for scholarship forms must be submitted with attested copies of the following documents.

• Transfer Certificate (Photocopy of original T.C.)
• Caste Certificate
• Income Certificate of the father/guardian (original) (issued by the Executive Magistrate)
• Attested Copy of Death Certificate in case of death of the father.
• March Salary Certificate of parents in case of service.
• Photocopy of Mark Memo.
• Certificate from hostel in case of student staying at hostel.
• Income Certificate of the husband must be given in case of a married girl student.
• District change certificate must be given in case of a student coming from another district.
• In case of Duplicate T.C., no concession/scholarship will be given. Such students will have to pay full fees.
• Scholarship will be issued to the students who have fulfilled 75% attendance.
• The income of the guardian of the student should be less than the limit declared by the Govt. from time to time.
• The caste of the student (Schedule caste, Schedule Tribe, Nomadic and De-notified Tribe, Other Backward Special Backward Categories) must be included in the list as per the govt. policy for reservation.
• Students or parents of students belonging to Erstwhile Schedule Caste who have later converted to the Buddhist religion (Buddhism) are entitled to obtain a scholarship.
• Candidates who applied for vocational courses can obtain a scholarship whether they passed or failed in the course (Degree/Diploma) from the Arts, Commerce, and Science faculty. But such students cannot further change their course.
• Candidates who have once accepted a scholarship for a vocational course are not allowed to get a scholarship for the next vocational course.
• Candidates working in a full-time job are not eligible for a scholarship. But candidates learning on leave without salary will be eligible for a scholarship.
• A scholarship will not be given to more than two children in the same family. (This condition is not applicable in the case of girls) (The third child will not get the scholarship.) (Exception: If the second child is twins or more than two, consider them as one unit.)
• Candidates should fill out a new application form for a scholarship in case of their first admission. Second-year candidates process as directed by the Social Welfare office. A new application form should be filled out in case of any gap.

Important notes about scholarships/Fellowships

• Exam appearance is mandatory for GOI, Freeship, EBC, PST, SST, Ex-Serviceman, Freedom fighter, and other scholarship facility holders. Otherwise, the student must pay the total tuition fees.
• Scholarship facilities are not available for Certificate and Diploma courses.
• In some scholarships, Tuition Fees are not transferred to the university/college account. The student must pay their tuition fees (e.g., Minority Scholarship, Handicapped Scholarship, etc.).

About Other Scholarships

1. Vidyavetan Facility:

• Application forms should be submitted in the P.G. Section within 15 days after completing admission. A Govt. Hostel Certificate is necessary to complete this form.
• This facility is only for SC, ST, and DNT students who have completed their admission for professional courses. ST students must attach an attested caste validity certificate with the scholarship form, and if the student lives in a hostel, they must furnish a Hostel Certificate.

2. Important Note about Scholarship:

• Candidates are not eligible for GOI, EBC, PST, SST, Freedom fighter, or any governmental scholarship if they do not attend the exam and will have to pay full fees.
• Governmental Scholarships are not given for Diploma/Certificate Courses.

3. Other Scholarships:

• Candidates of the University campus can get the following scholarships by the Govt. of Maharashtra and the University as stated below:

4. Eklavya Scholarship:

• This Scholarship will be given to candidates who have secured 60% marks in Degree Exams in the Arts Faculty and 70% marks in the Science Faculty Degree Examination. After submitting the application form in the proper format, the Eklavya Scholarship will be approved by the Director of Higher Education, Govt. of Maharashtra, Pune. The annual income of the parents of an applicant must be as prescribed by the Government.

5. University Merit Scholarship:

• After completing the admission procedure, the University Scholarship will be granted to the applied candidates ranking 1st and 2nd as per merit in each subject. Three candidates of M.Phil. can get this Scholarship as per the merit list in each subject.

6. Post Matriculation Scholarship:

• Post Matriculation Scholarship for students belonging to Minority communities. The students belonging to the Minority communities (Muslim, Parsi, Sikh, Christian, Buddhist, Jain) learning in the university.

7. Scholarship for Non-Hindi Language Speakers:

• Non-Hindi language speakers who are studying in the Hindi language can submit their applications in the proper format for the Scholarship for Non-Hindi language speakers. The Scholarship for Non-Hindi Language speakers will be given to four candidates only.

The scholarship holders of any kind are supposed to abide by the following rules:

• Candidates will get only one scholarship at a time. Legal action will be taken against a candidate accepting two scholarships at a time. Students must furnish the form in the Hindi Department.
• It is mandatory to submit the application form for a scholarship within the stipulated time.
• The amount of the scholarship will be given only after its approval and acceptance of the amount of the scholarship by the University.

Admission Process for the academic year 2025-26
https://bamuadm.samarth.edu.in/

Research Related Articles

Best 10 Scopus/Web Science/IEEE Research Papers (2018-2023)

1. Prof. R. R. Manza - Faculty

1. Prashant Borde, Ramesh Manza, Bharti Gawali, Pravin Yannawar, ‘vVISWa’ – A Multilingual Multi-Pose Audio Visual Database for Robust Human Computer Interaction, International Journal of Computer Applications (0975 – 8887) Volume 137 – No.4, March 2016.
2. R.P. Ambilwade, R.R. Manza, Ravinder Kaur, “Prediction of Diabetes Mellitus and its Complications using Fuzzy Inference System”, International Journal of Emerging Technology and Advanced Engineering, An ISO 9001:2008 Certified International Journal, Volume 6, Issue 7, July 2016.
3. Monali Y. Khachane, R. J. Ramteke, R. R. Manza, “Fuzzy Rule Based Classification of Human Spermatozoa”, Proceeding of the IEEE International Conference on Electrical Electronics Signals Communication and Optimization (EESCO), ISBN:978-1- 4799-7676- 8, 2016.
4. “Design and Development of Novel Technique for Diabetic Retinopathy Features Classification”, Sonali Gaikwad (1) Jyotsna Gaikwad (2) Ramesh R. Manza (3). International Journal for Research in Engineering Application & Management Volume 4, Issue Special Issue - NCRICE, January 2019, Pages 38-41, Page Count- 4
5. Sushil N. Gawhale, Ramesh R. Manza, Yogesh M. Rajput, “Review on Intrusion Detection System (IDS) False Alarm for Mobile Ad hoc network”, International Journal of Advanced Engineering and Global Technology, ISSN No: 2309-4893, Vol-04, Issue-06, November 2016.
6. Dnyaneshwari D. Patil, Ramesh R. Manza, “Design new algorithm for early detection of primary open angle glaucoma using retinal Optic Cup to Disc Ratio”, International Conference on Electrical, Electronics, and Optimization Techniques (ICEEOT), IEEE Xplorer DOI: 10.1109/ICEEOT.2016.7754905, 24 November 2016.
7. V. C. Bagal, R. R. Manza, “Feature extraction of plant species from leaf architecture”, International Conference on Electrical, Electronics, and Optimization Techniques (ICEEOT), IEEE Xplorer DOI: 10.1109/ICEEOT.2016.7755481, 24 November 2016.
8. Yogesh M. Rajput, Ramesh R. Manza, Deepali D. Rathod, “Design New Biorthogonal Wavelet Filter for Extraction of Exudates from Fundus Images”, International Journal of Computer Applications (0975 – 8887) National Conference on Digital Image and Signal Processing 2016.
9. Yogesh M. Rajput, Ramesh R. Manza, Karbhari V. Kale, “Inner Iris Localization and Statistical Feature Extraction of CASIA and KVKR Databases”, International Journal of Computer Applications (0975 – 8887) National Conference on Digital Image and Signal Processing 2016.
10. Monali D. Rathod, Ramesh R. Manza, Deepali D. Rathod, “Early Detection of Ulcer using the Non Invasive Thermograpgy Technique on the Foot Images”, International Journal of Computer Applications (0975 – 8887) National Conference on Digital Image and Signal Processing 2016.

2. Prof .K. V. Kale - Faculty

1. Gaikwad, Sandeep V., et al. "An innovative IoT based system for precision farming." Computers and Electronics in Agriculture 187 (2021): 106291.
2. Vibhute, Amol D., et al. "Determination of soil physicochemical attributes in farming sites through visible, near-infrared diffuse reflectance spectroscopy and PLSR modeling." Ecological Processes 7 (2018): 1-12.
3. Dhumal, Rajesh K., et al. "A spatial and spectral feature based approach for classification of crops using techniques based on GLCM and SVM." Microelectronics, Electromagnetics and Telecommunications: Proceedings of the Fourth ICMEET 2018. Springer Singapore, 2019.
4. Dabhade, Siddharth B., et al. "Double layer PCA based hyper spectral face recognition using KNN classifier." 2017 International Conference on Current Trends in Computer, Electrical, Electronics and Communication (CTCEEC). IEEE, 2017.
5. Shende, Kanchan V., M. R. Ramesh Kumar, and K. V. Kale. "Comparison of neural network training functions for prediction of outgoing longwave radiation over the bay of bengal." Computing in Engineering and Technology: Proceedings of ICCET 2019. Springer Singapore, 2020.
6. Gaikwad, Sandeep V., et al. "Drought severity identification and classification of the land pattern using Landsat 8 data based on spectral indices and maximum likelihood algorithm." Microelectronics, Electromagnetics and Telecommunications: Proceedings of the Fourth ICMEET 2018. Springer Singapore, 2019.
7. Gaikwad, Sandeep V., et al. "Design and development of ground truth collection platform using android and leaflet library." Recent Trends in Image Processing and Pattern Recognition: Second International Conference, RTIP2R 2018, Solapur, India, December 21–22, 2018, Revised Selected Papers, Part III 2. Springer Singapore, 2019.
8. Vaidya, Renu, Dhananjay Nalavade, and K. V. Kale. "Hyperspectral Imagery for Crop yield estimation in Precision Agriculture using Machine Learning Approaches: A review." Int. J. Creat. Res. Thoughts 9 (2022): a777-a789.
9. Gaikwad, Sandeep V., et al. "Vegetation cover classification using Sentinal-2 time-series images and K-Means clustering." 2021 IEEE Bombay Section Signature Conference (IBSSC). IEEE, 2021.
10. Solankar, Mahesh M., et al. "Impact of dimensionality reduction techniques on endmember identification in hyperspectral imagery." Recent Trends in Image Processing and Pattern Recognition: Second International Conference, RTIP2R 2018, Solapur, India, December 21–22, 2018, Revised Selected Papers, Part III 2. Springer Singapore, 2019.

3. Prof. R. R. Deshmukh - Faculty

1. Sukte, Chudaman Devidasrao, Emmanuel Mark, and Ratnadeep R. Deshmukh. "Efficient cryptographic protocol design for secure sharing of personal health records in the cloud." International Journal of Information Technologies and Systems Approach (IJITSA) 15.1 (2022): 1-16.
2. Al-Awadhi, Mokhtar A., and Ratnadeep R. Deshmukh. "Honey classification using hyperspectral imaging and machine learning." 2021 Smart Technologies, Communication and Robotics (STCR). IEEE, 2021.
3. Pawar, Rajendra, Shashikant Ghumbre, and Ratnadeep Deshmukh. "Developing an Improvised E-Menu Recommendation System for Customer." Recent Findings in Intelligent Computing Techniques: Proceedings of the 5th ICACNI 2017, Volume 2. Springer Singapore, 2018.
4. Al-Awadhi, Mokhtar A., and Ratnadeep R. Deshmukh. "Honey adulteration detection using hyperspectral imaging and machine learning." 2022 2nd international conference on artificial intelligence and signal processing (AISP). IEEE, 2022.
5. Chouhan, N., H. Vig, and R. Deshmukh. "Cosmetics market by category (skin and sun care products, hair care products, deodorants & fragrances, and makeup & color cosmetics), gender (men, women, and unisex), and distribution channel (hypermarkets/supermarkets, specialty stores, pharmacies, online sales channels, and others): Global opportunity analysis and industry forecast, 2021–2027." Accessed Feburary 1 (2021): 2021.
6. Waman, Gore Ranjana, et al. "LULC-Analysis of land-use with the help of unsupervised classification." Известия Южного федерального университета. Технические науки 3 (213) (2020): 184-192.
7. Kumar, S., and R. Deshmukh. "Tea Market by Type (Green Tea, Black Tea, Oolong Tea, Fruit/Herbal Tea, and Others), Packaging (Plastic Containers, Loose Tea, Paper Boards, Aluminum Tin, and Tea Bags), Distribution Channel (Supermarkets/Hypermarkets, Specialty Stores, Convenience Stores, Online Stores, and Others), and Application (Residential and Commercial): Global Opportunity Analysis and Industry Forecast, 2017-2023." (2019).
8. Gore, Ranjana, Abhilasha Mishra, and Ratnadeep Deshmukh. "Exploring the mineralogy at Lonar crater with hyperspectral remote sensing." Journal of the Geological Society of India 97 (2021): 261-266.
9. Vig, H., and R. Deshmukh. "Weight Loss and Weight Management Diet Market: Global Opportunity Analysis and Industry Forecast, 2021-2027." (2021).
10. Pawar, R., et al. "A Hybrid Approach towards Improving Performance of Recommender System Using Matrix Factorization Techniques." International Journal of Future Generation Communication and Networking 13.4 (2020): 467-477.

4. Prof. Bharti W. Gawali - Faculty

1. S. Tarigopula, B. Gawali, P. Yannawar, “Execution and Performance Evaluation of Cognitive and Expressive Event on a robotic Arm”, Recent Trends in Image Processing and Pattern Recognition, pp.121-131, July 2019, ISBN 978-981-13-9181-1, Impact Factor:3.6.
2. Vilas S. Gaikwad, Bharti W. Gawali, “Upgraded Segmentation of Histopathological Images for classification of intraductal breast lesions”, International Journal of Recent Technology and Engineering (IJRTE), Vol. 8, Issue 2, pp. 335-339, July 2019, ISSN: 2277-3878, Impact Factor:0.675.
3. Abdulnaser A. Hagar, Deepali G. Chaudhary, Ali A. Al-Bakhrani & Bharti W. Gawali, “Big Data Analytic Using Machine Learning Algorithms For Intrusion Detection System: A Survey”, International Journal of Mechanical and Production Engineering Research and Development (IJMPERD), Vol. 10, Issue 3, Jun 2020, pp. 6063–6084, ISSN (P): 2249–6890; ISSN (E): 2249–8001, Impact Factor:0.744.
4. Prashant Borde, Sadanand Kulkarni, Bharti Gawali, Pravin Yannawar, “Recognition of Isolated Digit Using Random Forest for Audio-Visual Speech Recognition”, Proceedings of the National Academy of Sciences, India Section A: Physical Sciences, Publisher Springer India, Nov 2020, Impact Factor: 0.754.
5. Sumedh M Shirsat, Gajanan A Bodkhe, Minakshi M Sonawane, Bharti W Gawali, Mahendra D Shirsat, “Multivariate analysis of a cobalt octaethyl porphyrinfunctionalized SWNT microsensor device for selective and simultaneous detection of multiple analytes”, Journal of Electronic Materials, Publisher Springer US, Vol. 50, Issue 10, pp. 5780-5787, Oct 2021, Impact Factor: 1.938.
6. Swapnali Ashok Chaudhari, Bharti Waman Gawali, and Leena Yogesh Bhole,“Analysis Of EEG Based Neurofeedback System For Attention Deficit Hyperactivity Disorder”, World Journal of Engineering Research and Technology. 2021: p. 138-158. ISSN:2454-695X, Impact Factor: 5.924.
7. EA Alshari, BW Gawali, “Analysis of Machine Learning Techniques for Sentinel-2A Satellite Images”, Journal of Electrical and Computer Engineering, Publisher Hindawi, Vol. 2022, May 2022, Impact Factor: 1.355.
8. Deepali Gajanan Chaudhary, Pallavi Gajanan Chaudhary, and Dr. Bharti wamanrao Gawali, “Analyze Learning, Attention, and Information Processing through EEG Signal Processing”, European Chemical Bulletin, Vol. 12, Issue 10, pp. 3311-3325, July 2023 – Scopus Q3 Indexed Journal.
9. Sulochana Shejul, Pravin Dhole, Vijay Dhangar, and Bharti Gawali, “Crop Health Analysis with the Help of Soil Parameters by Using ASDFieldspec4 Spectroradiometer”, InInternational Conference on Applications of Machine Intelligence and Data Analytics (ICAMIDA 2022) 2023 May 1 (pp. 415-430). Atlantis Press.
10. Dhangar, Vijay D., et al. "Assessment of Adulteration from Food Products using ASD Field Spec4." 2023 IEEE International Conference on Contemporary Computing and Communications (InC4). Vol. 1. IEEE, 2023.

5. Prof. S. N. Deshmukh-Faculty

1. Alsubari, S. Nagi, et al. "Data analytics for the identification of fake reviews using supervised learning." Computers, Materials & Continua 70.2 (2022): 3189-3204.
2. Jagdale, Rajkumar S., Vishal S. Shirsat, and Sachin N. Deshmukh. "Sentiment analysis on product reviews using machine learning techniques." Cognitive Informatics and Soft Computing: Proceeding of CISC 2017. Springer Singapore, 2019.
3. Alsubari, Saleh Nagi, et al. "Development of integrated neural network model for identification of fake reviews in E-commerce using multidomain datasets." Applied Bionics and Biomechanics 2021 (2021).
4. Ingle, Vaishali, and Sachin Deshmukh. "Ensemble deep learning framework for stock market data prediction (EDLF-DP)." Global transitions proceedings 2.1 (2021): 47-66.
5. Alsubari, Saleh Nagi, Mahesh B. Shelke, and Sachin N. Deshmukh. "Fake reviews identification based on deep computational linguistic." International Journal of Advanced Science and Technology 29.8 (2020): 3846-3856.
6. Shelke, Mahesh B., and Sachin N. Deshmukh. "Recent advances in sentiment analysis of Indian languages." International Journal of Future Generation Communication and Networking 13.4 (2020): 1656-1675.
7. B. Shelke, Mahesh, et al. "Marathi SentiWordNet: A lexical resource for sentiment analysis of Marathi." Concurrency and Computation: Practice and Experience 35.2 (2023): e7497.
8. Lahase, Ashish R., et al. "A survey on sentiment lexicon creation and analysis." IOT with Smart Systems: Proceedings of ICTIS 2021, Volume 2. Springer Singapore, 2022.
9. Panchal, D. S., S. S. Kawathekar, and S. N. Deshmukh. "Sentiment analysis of healthcare quality." International Journal of Innovative Technology and Exploring Engineering (IJITEE) 9.3 (2020): 1-5.
10. Shelke, Mahesh B., et al. "An Ensemble Based Approach for Sentiment Classification in Asian Regional Language." Computer Systems Science & Engineering 44.3 (2023).

6. Dr. P. L. Yannawar - Faculty

1. Deshmukh, Rasika, and Pravin Yannawar. "Deep learning based person authentication system using fingerprint and brain wave." International Journal of Computing and Digital Systems 15, no. 1 (2024): 723-739, ISSN: 2210-142X.
2. Katkade, Shital N., Vandana C. Bagal, Ramesh R. Manza, and Pravin L. Yannawar. "Advances in Real-Time Object Detection and Information Retrieval: A Review." In Artificial Intelligence and Applications, vol. 1, no. 3, pp. 139-144. 2023. eISSN: 2811-0854.
3. Yannawar, Pravin. "A Novel Approach for Object Detection Using Optimized Convolutional Neural Network to Assist Visually Impaired People." In Proceedings of the First International Conference on Advances in Computer Vision and Artificial Intelligence Technologies (ACVAIT 2022), vol. 176, p. 187. Springer Nature, 2023, ISBN:10.2991/978-94-6463-196-8_17, ISSN: 1951-6851.
4. Pawar, Diksha R., and Pravin Yannawar. "Recent Advances in Audio-Visual Speech Recognition: Deep Learning Perspective." In First International Conference on Advances in Computer Vision and Artificial Intelligence Technologies (ACVAIT 2022), pp. 409-421. Atlantis Press, 2023, ISBN:10.2991/978-94-6463-196-8_17, ISSN: 1951-6851.
5. Borde, Prashant, Sadanand Kulkarni, Bharti Gawali, and Pravin Yannawar. "Recognition of isolated digit using random forest for audio-visual speech recognition." Proceedings of the National Academy of Sciences, India Section A: Physical Sciences 92, no. 1 (2022): 103-110.
6. SP Bedre, SK Jha, C Patil, M Dhopeshwarkar, A Gaikwad, P Yannawar, Keyword Recognition from EEG Signals on Smart Devices a Novel Approach, Mobile Computing and Sustainable Informatics, 33-53, 2022 (Book Chapter), Springer Nature.
7. P Salve, P Yannawar, M Sardesai, Multimodal plant recognition through hybrid feature fusion technique using imaging and non-imaging hyper-spectral data, Journal of King Saud University-Computer and Information Sciences, Vol 34, 2022 (Impact Factor 8.1), ISSN:1319-1578.
8. A Shareef, Ahmed Abdullah, Pravin L Yannawar, Antar Shaddad H Abdul-Qawy, YOLOv4-based Monitoring Model for COVID-19 Social Distancing Control, Elsevier International Journal of Computing and Digital System, ISSN 2210-142X, (Elsevier Journal).
9. Prashant Borde, Sadanand Kulkarni, Bharti Gawali, Pravin Yannawar, Recognition of Isolated Digit Using Random Forest for Audio-Visual Speech Recognition, Proceedings of the National Academy of Sciences, India Section A: Physical Sciences (2020), Springer, https://doi.org/10.1007/s40010-020-00724-7 (Springer Journal) (Impact Factor 1.5).
10. Shivanand S Gornale, Ashvini K Babaleshwar, Pravin L Yannawar, Automatic Traffic Sign Detection and Classification of Indian Traffic Signage’s Based on Multi-feature Fusion, Advances in Cybernetics, Cognition, and Machine Learning for Communication Technologies, pp 209-219, Springer, Singapore, 2020, Online ISBN 978-981-15-3125-5.

7. Dr C. Namrata Mahendar - Faculty

1. Alazani, Samah Ali, and C. Namarta Mahender. "Rule based question generation for Arabic text: question answering system." Proceedings of the International Conference on Data Science, Machine Learning and Artificial Intelligence. 2021.
2. Kankhar, Madhav A., and C. Namrata Mahender. "Subjective Examination Evaluation Based on Spelling Correction and Detection Using Hamming Distance Algorithm." International Conference on Advances in Computing and Data Sciences. Cham: Springer International Publishing, 2022.
3. Kankhar, Madhav A., and C. Namrata Mahender. "Word level similarity auto-evaluation for an online question answering system." Journal of Engineering Research (Kuwait) (2021).
4. Raut, Aarti P., and C. Namrata Mahender. "Resolving Single-Sentence Answers for the development of an Automated Assessment Process." 2023 IEEE International Conference on Contemporary Computing and Communications (InC4). Vol. 1. IEEE, 2023.
5. Raut, Aarti P., and Deepali Mahajan. "Analysis of Short Answer in Question Answering System for Online Descriptive Examination." (2022).
6. Khandale, Kalpana, and C. Namrata Mahender. "Rule-based design for anaphora resolution of Marathi sentence." 2019 IEEE 5th International Conference for Convergence in Technology (I2CT). IEEE, 2019.
7. Khandale, Kalpana B., and C. Namrata Mahender. "Natural language processing based rule based discourse analysis of Marathi text." 2020 International Conference on Electronics and Sustainable Communication Systems (ICESC). IEEE, 2020.
8. Kadam, Vaishali P., and Kalpana B. Khandale. "Text Analysis and Classification for Preprocessing Phase of Automatic Text Summarization Systems." International Conference on Soft Computing and its Engineering Applications. Cham: Springer International Publishing, 2021.
9. Vaishali Kadam, P., B. Kalpana Khandale, and C. Namrata Mahender. "Design and development of marathi word stemmer." Proceedings of Second International Conference on Advances in Computer Engineering and Communication Systems: ICACECS 2021. Singapore: Springer Nature Singapore, 2022.
10. Shelke, Bharat A., and Ramesh R. Naik. "Database Creation for Marathi QA System." Proceedings of the International Conference on Smart Data Intelligence (ICSMDI 2021). 2021.

8. Dr. S. B. Kulkarni - Faculty

1. Simran N.Maniyar, Sonali B.Kulkarni, “A Comprehensive review of Recent Development in Aspect Based Sentiment Analysis”, High Technology Letters, ISSN:1006-6748, Vol-29, Issue 09, September 2023. (ELSEVIER Scopus)
2. Pratibha R.Bhise, Sonali B.Kulkarni, Talal A.Aldhaheri, “Statistical Analysis of Cognitive Attention in Students during Learning using Neurosky Mindwave II”, 6th International Conference on “Artificial Intelligence an Soft Computing”, Organized by, 26-27 Nov 2022 (Scopus-Greeneze ELSEVIER).
3. Simran N.Maniyar, Sonali B.Kulkarni, “English to Marathi Machine Translation Linguistic Divergence Using ANN”, 5th International conference on Advances in science and technology Organized by K. J. Somaiya Institute of Engineering & Information Technology, 2 and 3 Dec 2022. (IEEE Scopus)
4. Vaishali M.Kumbhakarna, Sonali B.Kulkarni, Apurva D.Dhawale, “Zenith NLTK Methods Manifest To Textual Data Cleaning And Pre-Processing Destined For Obstetrics And Gynec Free-Text Radiology Reports”, International Journal of Application, or Innovation in Engineering, & Management, ISSN:2319-4847, Vol:11, October 2022 (Scopus).
5. Vipin Y. Borole, Sonali B. Kulkarni, “Soil Spectral analysis for influence of fertilizers on agricultural soil in different seasons using Spectroradiometer for Jalgaon District”, High Technology Letters, ISSN no.1006-6748, Volume 28, Issue.3, March 2022 (ELSEVIER Scopus).
6. Vipin Y. Borole, Sonali B. Kulkarni, “Statistical Analysis of Soil properties using Non-Imaging Spectral data for quantitative analysis of Raver Tehsil”, 2nd International Conference on Computer Vision, High Performance Computing, Smart Devices and Networks(CHSN-2021), 20-21 August 2021. (SPRINGER Scopus)
7. Simran N.Maniyar, Sonali B.Kulkarni, Pratibha R.Bhise, “Pre-processing of Linguistic Divergence in English Marathi Language Pair in Machine Translation”, 4th International Conference on Soft Computing and Signal Processing organized by Malla Reddy College of Engineering & Technology, Hyderabad. (Chapter: Advances in Intelligent Systems and Computing (AISC) Series. (SPRINGER Scopus)
8. Talal A.Aldhaheri, Sonali B.Kulkarni, Pratibha R.Bhise, “Methods of Electroencephalography in Neurolinguistics: A Systematic Review”, Twelfth International Conference on Recent Trends in Information, Telecommunication and Computing – ITC 2021, Grenze International Journal of Engineering and Technology (GIJET) (ELSEVIER Scopus).
9. Mariya A. Ali, Dr. Sonali B.Kulkarni, “Preprocessing of Text for Emotion Detection and Sentiment Analysis of Hindi Movie Reviews”, International conference on IoT Based Control Networks and Intelligent Systems, organized by St.Joseph’s college of engineering and Technology, Kottayam, India., 10-11 December 2020 (ELSEVIER Scopus).
10. Vaishali M.Kumbhakarna, Sonali B.Kulkarni, Apurva D.Dhawale, “NLP algorithms endowed for Automatic extraction of information from unstructured free-text reports of radiology monarchy”, International Journal of Innovative Technology and Exploring Engineering, Vol.9, Issue 12, October 2020. (ELSEVIER Scopus)

9. Dr. M. G. Dhopeshwarkar-Faculty

1. Vetal, Priyanka P., Mukta Dhopeshwarkar, and Pratik S. Jaiswal. "Human Follower Robot." International Journal for Research in Applied Science & Engineering Technology (2022): 3255-3260.
2. Alharbi, Alhasan Ali, Mukta Dhopeshwarkar, and Shubhashree Savant. "Detection of Emotion Intensity Using Face Recognition." Recent Trends in Image Processing and Pattern Recognition: Third International Conference, RTIP2R 2020, Aurangabad, India, January 3–4, 2020, Revised Selected Papers, Part I 3. Springer Singapore, 2021.
3. Alharbi, Alhasan Ali, et al. "Enhancing Epileptic Seizure Detection Through Advanced Artificial Intelligence Analysis of EEG Signals." 2023 3rd International Conference on Smart Generation Computing, Communication and Networking (SMART GENCON). IEEE, 2023.
4. Boywar, Gajanand A., et al. "The Impact on Worldwide of Labour Force Employment Since Last 19 Years (2000-2019) by using Different Classification Techniques of Pattern Recognition." (2022).
5. Bedre, Sushil Pandharinath, et al. "Keyword Recognition from EEG Signals on Smart Devices a Novel Approach." Mobile Computing and Sustainable Informatics: Proceedings of ICMCSI 2021. Springer Singapore, 2022.
6. Jaiswal, Pratik, et al. "Identification of Educationally Backward Countries in Primary, Secondary and Tertiary Level Students by Using Different Classification Techniques." Rising Threats in Expert Applications and Solutions: Proceedings of FICR-TEAS 2020. Singapore: Springer Singapore, 2020. 757-763.
7. Shaikh, A., and M. Dhopeshwarkar. "A Novel Approach to Optimal Feature Selection for Epileptic Seizure Prediction." IOSR J. Comput. Eng 13 (2013): 13-16.
8. Shaikh, Anjum, and Mukta Dhopeshwarkar. "Development of early prediction model for epileptic seizures." Data Science and Big Data Analytics: ACM-WIR 2018. Springer Singapore, 2019.
9. Deshmukh, Mrs Manjiri, and Mukta Dhopeshwarkar. "3D face recognition using Contour, Fourier."
10. Shaikh, Anjum, and Mukta Dhopeshwarkar. "Critical Review of Epileptic Prediction Model Using EEG." Seizure 3.04 (2016).

10. Dr. S.S. Kawthekar-Faculty

1. Naiknaware, Bharat R., and Seema S. Kawathekar. "Prediction of 2019 Indian election using sentiment analysis." 2018 2nd International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud). IEEE, 2018.
2. Naiknaware, Bharat R., Seema Kawathekar, and Sachin N. Deshmukh. "Sentiment analysis of Indian government schemes using Twitter datasets." IOSR Journal of Computer Engineering 1 (2017): 70-78.
3. Sawarkar, Varsha, and Seema Kawathekar. "A review: Rose plant disease detection using image processing." IOSR Journal of Computer Engineering (IOSR-JCE) e-ISSN (2018): 2278-0661.
4. Kumbhakarna, Vaishali, Vijaya R. Patil, and Seema Kawathekar. "Review on speckle noise reduction techniques for medical ultrasound image processing." International Journal of Computer Techniques 2.1 (2015): 15.
5. Wadhai, Sheetal A., and Seema S. Kawathekar. "Techniques of content-based image retrieval: a review." IOSR Journal of Computer Engineering (IOSR-JCE) (2019): 75-79.
6. Naiknaware, Bharat, Bindesh Kushwaha, and Seema Kawathekar. "Social media sentiment analysis using machine learning classifiers." International Journal of Computer Science and Mobile Computing 6.6 (2017): 465-472.
7. Sovitkar, Sarika Ashok, and Seema S. Kawathekar. "Comparative study of feature-based algorithms and classifiers in face recognition for automated attendance system." 2020 2nd International Conference on Innovative Mechanisms for Industry Applications (ICIMIA). IEEE, 2020.
8. Bhanap, S., and Seema Kawthekar. "Twitter sentiment polarity classification & feature extraction." IOSR Journal of Computer Engineering (IOSR-JCE), e-ISSN (2017): 2278-0661.
9. Bhanap, Smita, and Seema Kawthekar. "Prediction of high recommendation mobile brands using sentiment analysis." Next Generation Information Processing System: Proceedings of ICCET 2020, Volume 2. Springer Singapore, 2021.
10. Patil, Yogini B., and Seema Kawathekar. "Advance Assessment of Neural Network for Identification of Diabetic Nephropathy Using Renal Biopsies Images." Computational Vision and Bio-Inspired Computing: ICCVBIC 2019. Springer International Publishing, 2020.

11. Dr. S.S. Nimbhore-Faculty

1. Tawfik, Mohammed, et al. "Multi-features extraction for automating COVID-19 detection from cough sound using deep neural networks." 2022 4th International Conference on Smart Systems and Inventive Technology (ICSSIT). IEEE, 2022.
2. Maher, Santosh K., et al. "AI and deep learning-driven chatbots: a comprehensive analysis and application trends." 2022 6th International Conference on Intelligent Computing and Control Systems (ICICCS). IEEE, 2022.
3. Tawfik, Mohammed, et al. "Internet of things-based middleware against cyber-attacks on smart homes using software-defined networking and deep learning." 2021 2nd International Conference on Computational Methods in Science & Technology (ICCMST). IEEE, 2021.
4. Nimbhore, Sunil S., Ghanshyam D. Ramteke, and Rakesh J. Ramteke. "Implementation of English-text to Marathi-speech (ETMS) synthesizer." IOSR Journal of Computer Engineering (IOSR-JCE) 17.1 (2015): 34-43.
5. Kawthekar, Seema S., S. S. Nimbhore, and V. Y. Borole. "Image processing techniques for brain tumor detection: A review." International Journal of Emerging Trends & Technology in Computer Science 4.5 (2015): 2.
6. Gore, Ramdas D., Sunil S. Nimbhore, and Bharti W. Gawali. "Understanding soil spectral signature through RS and GIS techniques." (2015).
7. More, Siddharth S., Prashantkumar L. Borde, and Sunil S. Nimbhore. "Isolated Pali Word (IPW) feature extraction using MFCC & KNN based on ASR." IOSR Journal of Computer Engineering (IOSR-JCE) 20.6 (2018): 69-74.
8. Hase, Somnath, and Sunil Nimbhore. "Speech Recognition: A Concise Significance." 2021 International Conference on Computational Intelligence and Computing Applications (ICCICA). IEEE, 2021.
9. AL-BAKHRANI, A. L. I. A., et al. "The Utilization of Google Classroom in the Learning Procedure and Implement in Yemen." International Journal of Mechanical and Production Engineering Research and Development (IJMPERD) 10 (2020): 1539-1544.
10. Hase, Somnath, and Sunil Nimbhore. "Speech Recognition Techniques in Agriculture Sector: A Comparative Study." ICIDSSD 2022: Proceedings of the 3rd International Conference on ICT for Digital, Smart, and Sustainable Development, ICIDSSD 2022, 24–25 March 2022, New Delhi, India. European Alliance for Innovation, 2023.

12. Dr. M.R. Baheti-Faculty

1. Ambewadikar, Maheshwari A., and Manasi R. Baheti. "Review on speech recognition system for disabled people using automatic speech recognition (ASR)." 2020 International Conference on Smart Innovations in Design, Environment, Management, Planning and Computing (ICSIDEMPC). IEEE, 2020.
2. Rajendra, Yogesh D., et al. "Application of Remote Sensing for Assessing Forest Cover Conditions of Aurangabad,(MS), India." Proceedings of International Conference on Communication and Networks: ComNet 2016. Springer Singapore, 2017.
3. Kanke, Rajashri G., Ramnath M. Gaikwad, and Manasi R. Baheti. "Enhanced Marathi Speech Recognition Using Double Delta MFCC and DTW." International Journal of Digital Technologies 2.1 (2023).
4. Tiwari, Sonal A., Rajashri G. Kanke, and A. Maheshwari. "Marathi speech database standardization: A review and work." International Journal of Computer Science and Information Security (IJCSIS) 19.7 (2021): 92–97.
5. Kanke, Rajashri G., Maheshwari A. Ambewadikar, and Manasi R. Baheti. "Review on Small Vocabulary Automatic Speech Recognition System (ASR) for Marathi." (2021).
6. Mache, Suhas R., Manasi R. Baheti, and C. Namrata Mahender. "Review on text-to-speech synthesizer." International Journal of Advanced Research in Computer and Communication Engineering 4.8 (2015): 54–59.
7. Baheti, Manasi Ram, Bharti W. Gawali, and S. C. Mehrotra. "Marathi Interactive Voice Response System (IVRS) using MFCC and DTW." International Journal of Computer Applications 975 (2015): 8887.
8. Baheti, Manasi Ram, Bharti W. Gawali, and S. C. Mehrotra. "Automatic Speech Recognition for Task Oriented IVRS in Marathi." IOSR Journal of Computer Engineering (IOSR JCE), www.iosrjournals.org (2016).
9. Gaikwad, Ramnath Mahadeo, Rajashri Ganesh Kanke, and Manasi Ram Baheti. "Review on Sentiment Analysis of Marathi Language of Maharashtra."
10. Siddiqui, Sayma Shafeeque AW, et al. "Review on Isolated Urdu Character Recognition: Offline Handwritten Approach."

Research Papers/ Books/ Publications

Research Groups

• Speech Processing
• Pattern Recognition
• Artificial Intelligence
• Human Computer Interfacing
• Biometrics and Security
• Knowledge Engineering
• Software Engineering and Testing
• Computational Psycho-Linguistic
• Brain Computer Interfacing
• Image Processing & Analysis
• Computer Networking
• Data Mining and Data Warehousing
• Remote Sensing, GIS
• Natural Language Processing

Research Projects

Completed Research Projects

Research Guide List

Ph. D. Students Awarded and Pursuing (2019-2023):

Ph. D. Students Awarded and Pursuing (2013-2018):