Publications

1. Hybrid Mechanism of Automatic Heart Disease Detection from Raw ECG Signals, Diary Number: 26207/2021-CO/L

International Journal: - 23

1. Mane D.T., Patel M., Sawant M., Maiyani K., Patil D. (2022) A Survey on Alzheimer’s Disease Detection and Classification. In: Data Engineering for Smart Systems. Lecture Notes in Networks and Systems, vol 238, pp 639-650. Springer, Singapore. https://doi.org/10.1007/978-981-16-2641-8_60, SCOPUS

2. Mane D.T., Kumbharkar P.B., Javheri S.B., Moorthy R. (2022) An Adaptable Ensemble Architecture for Malware Detection. Advances in Intelligent Systems and Computing, vol 1394. Springer, Singapore, 2022. https://doi.org/10.1007/978-981-16-3071-2_53, SCOPUS

3. Mane D., Londhe N., Patil N., Patil O., Vidhate P. (2022) A Survey on Diabetic Retinopathy Detection Using Deep Learning. In. Data Engineering for Smart Systems. Lecture Notes in Networks and Systems, vol 238, pp 621-637, Springer, Singapore. https://doi.org/10.1007/978-981-16-2641-8_59, SCOPUS

4. Mane, D.T. et. al “Handwritten Marathi numeral recognition using stacked ensemble neural network”, Springer -International Journal of Information Technology, pp.-1-7, 2021. https://doi.org/10.1007/s41870-021-00723-w, SCOPUS

5. Upadhye, G. D., Kulkarni, U. V., & Mane, D. T. (2021). Improved Model Configuration Strategies For Kannada Handwritten Numeral Recognition. Image Analysis & Stereology, 40(3), 181-191. DOI: 10.5566/ias.2586, SCI

6. Shinde S.V. and Mane D.T. “Deep Learning for Covid-19: Covid-19 Detection Based on Chest X-Ray Images by the Fusion of Deep Learning and Machine Learning Techniques”, In: Understanding COVID-19: The Role of Computational Intelligence. Studies in Computational Intelligence, Springer, Cham. Vol 963, pp.471-500., 2021. https://doi.org/10.1007/978-3-030-74761-9_21, SCOPUS

7. D. T. Mane et al. “Vehicle-Type Classification Using Customized Fuzzy Convolutional Neural Network”, Data Engineering and Intelligent Computing. Advances in Intelligent Systems and Computing, Springer, Singapore, vol 1407, pp-419-429, 2021. https://doi.org/10.1007/978-981-16-0171-2_40, SCOPUS

8. Shinde S., Kulkarni U., Mane D., Sapkal A., “Deep Learning-Based Medical Image Analysis Using Transfer Learning”, Springer ,Health Informatics: A Computational Perspective in Healthcare. Studies in Computational Intelligence, Springer, vol 932, pp 19-42,2021, , Singapore. https://doi.org/10.1007/978-981-15-9735-0_2

9. D. T. Mane and U. V. Kulkarni, “Modified Quick Fuzzy Hypersphere Neural Network for Pattern Classification using Supervised Clustering”, Springer, Advances in Intelligent Systems and Computing, Volume 1118, pp 227-235, 2020 https://doi.org/10.1007/978-981-15-2475-2_21, SCOPUS

10. D. T. Mane et al , “A Novel Fuzzy Convolutional Neural Networks for Recognition of Handwritten Marathi Numerals,” International Journal of High Performance Computing and Networking, Inderscience, Volume 15, Issue 3-4, 2020.

https:// doi.org/10.1504 /IJHPCN.2019.106094.

11. Chaitanya Bhagat and D. T. Mane, “Text Categorization Using Sentiment Analysis,” Algorithms for Intelligent Systems, Springer, pp 361-368, Singapore, 2020, https://doi.org/10.1007/978-981-15-0790-8_35, SCOPUS

12. Avinash Bhujbal and D. T. Mane, “Vehicle Type Classification Using Deep Learning”, Springer, Advances in Intelligent Systems and Computing, Volume 1118, pp 279-290, 2020 https://doi.org/10.1007/978-981-15-2475-2_26., SCOPUS

13. Chaitanya Bhagat and D. T. Mane “Survey on Text Categorization Using Sentiment Analysis,” International Journal of Scientific & Technology Research, Vol 8, Issue-8, pp1189-1195, 2019., SCOPUS

14. Avinash Bhujbal and D. T. Mane,“ A Survey On Deep Learning Approaches For Vehicle And Number Plate Detection,” International Journal of Scientific & Technology Research, Vol 8, Issue-12, pp 1378-1383, 2019, SCOPUS

15. D. T. Mane and U. V. Kulkarni, “Modified Fuzzy Hypersphere Neural Network for Pattern Classification using Supervised Clustering,” Elsevier Procedia Computer Science, Volume 143, pp: 295- 302, 2018 ,https://doi.org/10.1016/j.procs.2018.10.399, SCOPUS

16. D. T. Mane and U. V. Kulkarni, “Visualizing and Understanding Customized Convolutional Neural Network for Recognition of Handwritten Marathi Numerals,” Elsevier Procedia Computer Science, Volume 132, pp: 1123-1137, 2018, https://doi.org/10.1016/j.procs.2018.05.027, SCOPUS

17. D. T. Mane and U. V. Kulkarni, “Pattern Recognition of Iris flower using Neural Network based Particle Swarm Optimization,” International Journal of Computer Sciences and Engineering, Volume 6, Issue 5, pp: 916-920, 2018, https://doi.org/ 10.26438/ijcse/v6i5.916920, UGC

18. D. T. Mane and U. V. Kulkarni, “A Survey on Supervised Convolutional Neural Network and Its Major Applications,” International Journal of Rough Sets and Data Analysis (IJRSDA), volume 4, pp: 71-82, July-September 2017, DOI: 10.4018/IJRSDA.2017070105, UGC

19. S. D. Suryawanshi, R. Itkarkar and D. T. Mane, “High Quality Text to Speech Synthesizer using Phonetic Integration” in International Journal of Advanced Research in Electronics and Communication Engineering (IJARECE), Volume 3, Issue 2, Feb 2014, UGC

20. D. T. Mane and A. Hirve “Study of various approaches in Machine Translation for Sanskrit Language” in International Journal of Advancement in Research & Technology ISSN 2278-7763,Vol -2, Issue 3, pp: 383-387, 2013.

21. Mane D. T, Devale P. R, Suryawanshi S. D., “Rule Based Approach for English to Sanskrit Machine Translation and Synthesizer System” Orient. J. Comp. Sci. and Technology, Vol. 3(2), pp: 317-322, 2010.

22. D. T. Mane and P. R. Devale, “A design towards English to Sanskrit Machine Translations and Synthesizer system using Rule base Approach” in IJMRAE, ISSN 0975-1518,Vol 2, pp: 405-414, July 2010

23. V. R. Pawar, P. R. Devale and D. T. Mane, “Mobile Communication for Reminder System” International Journal of Computer Applications, Volume 1(1), pp 120-128,2010

International Conference: - 20

1. Presented a paper on “Image-Based Plant Seedling Classification using Ensemble Learning” at 6th International Conference on Advanced Computing and Intelligent Engineering (ICACIE 2021), Bhubaneswar Institute Of Technology Infovalley, Harapur, Bhubaneswar, India on 23 – 24 December 2021.

2. Presented a paper on “A Survey on Chatbot in Devanagari Language” at 6th International Conference on Advanced Computing and Intelligent Engineering (ICACIE 2021), Bhubaneswar Institute of Technology Infovalley, Harapur, Bhubaneswar, India on 23 – 24 December 2021.

3. Presented a paper on “Traffic Density Classification for Multiclass Vehicles using Customized Convolutional Neural Network for Smart City” at 3rd International Conference on Communication and Intelligent Systems (ICCIS 2021), National Institute of Technology Delhi, December 18-19, 2021.

4. Presented a paper on “Vehicle-Type Classification Using Capsule Neural Networks” at 3rd International Conference on Communication and Intelligent Systems (ICCIS 2021), National Institute of Technology Delhi, December 18-19, 2021.

5. Presented a paper on “Deep Learning Techniques For Dental Image Diagnostics: A Survey” at 4th International Conference On Computer Networks, Big Data And Iot (ICCBI 2021), Care College Of Engineering, Trichy on 09-10, Dec 2021

6. Presented a paper on “Alzheimer’s Disease detection and classification using CNN” at international conference on computational methods and data engineering (ICCDME 2021), Vellor Institute of Technology, Vellor, TamilNadu, India on 25 Nov 2021.

7. Presented a paper on “A survey on E portal for Indian Farmers” at IEEE International Virtual Conference on Computing, Communication and Green Engineering-2021 (CCGE'21) at RSCOE, Pune, on 23rd - 25^th September 2021.

8. Presented a paper on “A Diabetic Retinopathy Detection using Customized Convolutional Neural Network” ” at IEEE International Virtual Conference on Computing, Communication and Green Engineering-2021 (CCGE'21) at RSCOE, Pune, on 23rd - 25^th September 2021.

9. Presented a paper on “An Adaptable Ensemble Architecture for Malware Detection” at 4^th International Conference on Innovative Computing and Communication (ICICC 2021) organized by SSCBS University of Delhi, NIT Patna and University of Valladoid Spain on 20 to 21 Feb 2021.

10. Presented a paper on “A Survey on Alzheimer’s Disease Detection and Classification” at 3^rd International Conference on Smart System: Innovation in Computing (SSIC-2021)), Manipal University, Jaipur, India on 22th, 23th January 2021.

11. Presented a paper on “A Survey on Diabetic Retinopathy Detection using Deep Learning” at 3^rd International Conference on Smart System: Innovation in Computing (SSIC-2021)), Manipal University, Jaipur, India on 22th, 23th January 2021.

12. Presented a paper on “Vehicle Type Classification using Customized Fuzzy Convolutional Neural Network” at 4^th International Conference on Intelligent Computing & Communication (ICICC 2020), Bengaluru, India on 18^th to 20^th September 2020 India

13. Presented a paper on “Modified Quick Fuzzy Hypersphere Neural Network for Pattern Classification using Supervised Clustering” at International Conference on Soft Computing and Signal Processing (ICSCSP 2019), Hyderabad, India on 22/06/2019

14. Presented a paper on “Visualizing and Understanding Customized Convolutional Neural Network for Recognition of Handwritten Marathi Numerals” In International Conference on Computational Intelligence and Data Science (ICCIDS 2018) 7-8th April, 2018, The NorthCap University, Gurugram, India.

15. Presented a paper on “Modified Fuzzy Hypersphere Neural Network for Pattern Classification using Supervised Clustering” In 8^th International Conference on Advances in Computing & Communications (ICACC) on September 13-15, 2018 at Kochi, India.

16. D.T. Mane “A Survey on Supervised Convolutional Neural Network and Its Major Applications” In International Conference on Internet of things , Next Generation Networks and Cloud Computing ( ICINC) 2016, held at SKNCOE, Pune.

17. Paper on “Heathcare Information retrival for Specific Area” in 1st International Conference on Advancement in Commerce , Engineering, Management and Technology on 31/03/2013 at SSAACC, Solapur.

18. Presented Paper on “ Wireless Ordering System Using Andriod and WIFI Technology with Enhanced Security” in Intenational Conference on new Development and Challenges in Engineering, Technology and Management on 22/03/2012

19. Presented paper on “ ARC4 Crypt: Protecting N/W Traffic” in national conference on Information & Communication Technology at NYSSCOER, Nagpur on 24 Dec 2010

20. Presented paper on “Mobile Communication for Reminder System” In International Conference on Futuristic Computer Applications, Bangalore, 25^th Feb 2010.

National Conference: - 04

1. Presented a paper on, “Imperative Based English to Sanskrit Machine Translator and synthesizer System” in National Conference on Information & Communication Technology, Nagpur, 23-24 Dec 2010.

2. Presented a paper on, “Haptics(Science of Touch)” in ETEM National Conference at RSCOE, Pune March 2008.

3. Presented a paper on, “Image Compression Using Neural N/w” in National Conference at VVPCOE, Ahemednagar, 2007.

4. Presented a paper on “Gyan Ved” in Technotonic 2017 at RSCOE, Pune on 24/03/2007