DR. GOUTAM SARKER, B.E., M.E., Ph.D.(Engineering), 

IE(I) Fellow (life), IETE(I) Fellow (life), Chartered Engineer.(I),  CSI Member (life), IEEE Senior Member

Associate Professor and Former Head, CSE Dept. NIT Durgapur, INDIA

Copyright by Dr. Goutam Sarker, No part can be copied in any form                                  Last Updated : 30. 10.2023


    গৌতম সরকার 

কম্পিউটার বিজ্ঞান ও প্রকৌশল বিভাগ, এনআইটি দুর্গাপুর

      DR. GOUTAM SARKER

ORCID :   0000- 0002- 9510- 6777 (Dr. Goutam Sarker, CSE Dept. 

NIT Durgapur)

                                                                                                                      SPIRAL GALAXY

Degree Certificates conferred to DR. GOUTAM SARKER during his        B.E., M.E. and Ph.D. (Engineering) Convocations respectively at JADAVPUR UNIVERSITY

                Presenting a Research Paper in an International       Conference

As a Session Chair and a Paper Author in an International Conference on AI and Machine Learning

DR. GOUTAM SARKER 

A Glimpse of Research Repository ;

https://sites.google.com/view/gsarker-research



Recent Publication in Astronomy:

[1] 10. A New Method of Galaxy Classification Using Optimal Convolution Neural Network, Sarker G., Book Title Artificial Intelligence, 2022, First International Symposium, ISAI 2022, India, February 17–22, Revised Selected Papers, pp. 284-293, Springer Nature.


[2] G. Sarker, Some Studies on the Validation of Revised Second Law of Black Hole Thermodynamics [Original Article, not a review paper]-   International Journal of Applied Physics (IJAP), Volume 9 Issue 1, 1-8, Jan-April, 2022, /doi:10.14445/23500301/ IJAP-V9I1P101

[3] G. Sarker, On the Change in Entropy Due to Accretion and Collision of Black Holes - International Journal of Applied Physics (IJAP), Volume 8 Issue 2, 5-15, May-Aug, 2021, doi:10.14445/23500301/ IJAP-V8I2P1021, 


[4] G. Sarker, A Treatise on Astronomy and Space Science – International Journal of Applied Physics (IJAP), Volume 8 Issue 2, 47-58, May-Aug, 2021 b, doi:10.14445/23500301/ IJAP-V8I2P107


Invited Lectures

Lectures on Astronomy (Preliminaries of Astronomy and Black Hole) for the M.Sc. Students of the School of Mathematical Science (Physics, Mathematics and Computer Science Departments) of Ramkrishna Mission Vivekananda Educational and Research Institute, Belur, Howrah.

"Equations are more important to me, because politics is for the present, but an equation is something for eternity" - Albert Einstein

Albert Einstein - Ironically he was unable to get Noble Prize for his famous "Theory of Relativity" which in my openion one step ahead of Classical Newtonian Gravitation - G. Sarker


Recent Publication in Artificial Intellgence

One LSTM with CTC base Machine Transcription System for Speech Recognition - G. Sarker, V. Kumar - Journal of Biological Engineering Research and Review, 2021; 8(2): 01-425 ISSN: 2349-3232


Education


" Once you stop learning, you start dying "  -   Albert Einstein


Ph.D. in Machine Learning ( Artificial Intelligence) as Full Time Research Fellow in  Computer Sc. & Engg. Dept.(1994) of  Jadavpur University.

M.E. with Specialization in Computer Science and Engineering (1986) from Jadavpur Univerisity.

B.E. in Electronics and Telecommunication Engineering (1982) from Jadavpur University.

Senior Member of IEEE (USA) since 2009.

Life Fellow of The Institution of Engineers (I) [ FIE(I) ] since 2008.

Life Fellow of The Institution of Electronics and Telecommunication Engineers(I) [ FIETE(I) ] since 2009.

Chartered Engineer of The Institution of Engineers (I) [ C.Engg (I) ] since 1992.

Life Member of Computer Society of India [ CSI ] since 2018.

 

IEEE Senior Membership Plaque

IEEE Senior Membership was awarded to Dr. Goutam Sarker in March 21, 2009

যদি কবি সাহিত্যিক হইতে পারিতাম, তাহা হইলে লেখনীর আঁচড়ে সেই অপার্থিব সৌন্দর্য্য চিত্র প্রকাশ করিতে প্রয়াস পাইতাম। কিন্তু হায় - মনের সেই  ভাব অপ্রকাশিতই রহিয়া গেল ।  

গৌতম সরকার

Work Experiences


( A Total 28 Years Post Ph.D. Teaching and Research Experience )

1. Associate Professor from 27.10.2009 to Continuing in CSE Dept. NIT Durgapur

2. Assistant Professor from 27.12.2006 to 26.10.2009 in CSE Dept. NIT Durgapur

3. Lecturer / Sr. Lecturer from 13.07.1998 to 26.12.2006 in CSE Dept. NIT Durgapur

4. Lecturer from 18.02.1998 to 11.07.1998 in CSE Dept. ISM Dhanbad

5. Lecturer from 01.08.1997 to 17.02.1998 in Dept. of Tech Edn. Govt. of W.B.

6. Lecturer from 18.05.1994 to 05.05.1997 in IIT Kharagpur

7. Design Engineer Trainee form 03.08.1982 to 16.11. 1983 in Electronics Divn. Hindustan Aeronautics Ltd. Hyderabad


The greatest challenge before the present day AI Community is to build up a Machine Learning based  Expert System having the power of intuition -    Dr. G. Sarker

Study has no substitute  -    Dr. Goutam Sarker

To prevent dilution in Education, Education should never be reduced to a mere formality for acquisition of some position - Dr. G. Sarker

Commercialization of  Education is a severe threat to degrade the quality of Education - Dr. G. Sarker

If you want to do everything perfectly then possibly, you will not be able to do anything - Dr. G. Sarker

Unsupervised Learning is qualitatively the best one - irrespective of whether it is Natural Learning or Machine Learning - G. Sarker

Your friend knows your strength better than you, while your enemy knows your weakness better than you - Dr. G. Sarker

A real democracy is having the essential feature of 'plebiscite' in all major issues - Dr. G. Sarker

The conflict of  Technocrat and Bureaucrat is almost universal - while the technocrat thinks 'power lies in knowledge', bureaucrat on the contrary thinks 'knowledge lies in the acquisition of power' - Dr. G. Sarker

A bad management can even spoil a genius while a good management can do the opposite - Dr. G. Sarker

The world had to loose the major invention of 'Boson' Particle if  S. N. Bose got disappointed by the refusal of his research paper on a new particle 'Boson' by the then (so called) reputed journal and subsequently got it published in another non reputed journal - G. Sarker 

Einstein did not somehow get Nobel Prize on his 'Theory of Relativity' does in no way mean he was not worthy to be awarded with Nobel Prize on 'Theory of Relativity' - G. Sarker




Research Interest

Artificial Intelligence

Applications of Artificial Intelligence in Astronomy

Convolution Neural Network (CNN) and Deep Learning

Biometric based Person  Authentication

Text & Image Categorization and Summarization.

Machine Learning, Machine Transcription & Expert Systems with Machine Learning

Pattern Recognition & Image Understanding.

Data Warehousing & Data Mining 

ORCID : 0000-0002-9510-6777

আমার সোনার বাংলা আমি তোমায় ভালোবাসি - রবীন্দ্রনাথ

Teachings


(Twenty Five (28) Years Post Ph.D Teaching & Research Experiennce)

1. Artificial Intelligence and Expert Systems.

2. Applied Artificial Intelligence.

2. Pattern Recognition.

3. Data Mining

4. Image Processing & Computer Vision.

5. Research Methodology

6. Compiler Design.

7. System Programming & Operating Systems.

8. Data Structure.

5. Artificial Intelligence and Expert System Lab.

6. Internet Programming Lab.

7. Compiler Design Lab.

Video Lectures 

Astronomy

Space Time Curvature:

https://youtu.be/7_WuHHwm5-k 

Black Holes:

https://youtu.be/AAqXzc6EGlM 


AstronomyPDF-PPT.pdf

1. AI Applications Syllabus

2. Data Mining Syllabus 3 Internet Programming Lab Syllabus 4. Data Mining Objective Questions 5. Compiler Design Syllabus

6. Compiler Design ppt. 7. Pattern Recognition Syllabus 8. Data Mining Syllabus 9. Artificial Intelligence & Expert Systems Syllabus

10. Artificial Intelligence ppt. 10. Pattern Recognition ppt. 11. Research Methodology Syllabus 12. Artificial Intelligence Lab Syllabus

AI Applications Syllabus.pdf

                                 AI Applications Syllabus


Data Mining Syllablus.doc
DATA MINING.pdf
Artificial Intelligence_Syllabus1.doc
Int_Prog_Lab_GSAR1.docx
Compiler Design Syllabus.pdf
Pattern_Recognition_Syllabus.pdf
AI_Powerpoint1.ppt
PatternRecgn_GSAR1.ppt
Research Method Syllabus.pdf
AI_LAB_GSAR1.docx

AWARDS

Merit Certificate Award of the year 1993, for the Journal Paper "An Expert System for Automated Knowledge Acquisition Based on Conceptual Clustering of Examples" , Jr. of the Institution of Engineers, Computer Engineering Division, Vol. 73, 33-36  by Institution of Engineers (India). 

National Scholarship

D.P.I Scholarship

Administrative Responsibilities

 

1. Former Head (Post Ph.D.), Computer Science and Engineering Department, NIT Durgapur (2011- 2013).

2. Chairman Departmental Research Program Committee of CSE Department, NIT Durgapur (2011-2013).

3. Chairman, TEQIP - II, Departmental Faculty Welfare Committee, Computer Science and Engineering Department, NIT Durgpaur,  (2011 - 2013).

4. Chairman, Institutional Stock Verification Committee, NIT Durgpaur, (2016-2017).

5. Head Examiner of CSE Dept.  NIT Durgapur &  Burdwan University in odd semester ‘2003 & even semester ‘2006, even semester 2008.

6. Guided and Produced two Ph.D. s  (Full Time Institute Scholar) in the broad area of Biometric Based Person Identification with Superclassification.

7. Examined the Ph.D. Thesis (5) of students of different institutes. 

8. Editorial Board Member and Reviewer of different International Journals.

 

A TREATISE ON ARTIFICIAL INTELLIGENCE - GOUTAM SARKER

https://sites.google.com/view/ai-book-gsarker





BOOK & BOOK CHAPTERS

 1. A Treatise on Artificial Intelligence - G. Sarker, ISBN 978-93-5321-793-8, Copyright ©2018 from Registrar of Copyrights, Gov. of India, by Dr. Goutam Sarker.

2. Fundamentals of Data Mining - A Comprehensive and Exhausitve Treatise - G. Sarker, ISBN 978-93-5987-919-2, Copyright ©2018 from Registrar of Copyrights, Gov. of India, by Dr. Goutam Sarker.

3. An Efficient Multiple Classifier Based on Fast RBFN for Biometric Identification‛ - Smart Innovation, Systems and Technologies 27 Volume – 1 (Springer), June 2014, pp. 473-482. 

4. A Modified SOM Based RBFN for Rotation Invariant Clear and Occluded Fingerprint Recognition‛ -Advances in Intelligent Systems and Computing 343 (Springer), December 2014, pp 11-18. 

5. A Programming Based Boosting in Super-classifier for Fingerprint Recognition‛ - Advances in Intelligent Systems and Computing 509 (Springer), December 2015, pp 319-329. 

6. A Super Classifier with Programming Based Boosting using Biometrics for Person Authentication‛. - Advances in Intelligent Systems and Computing 509 (Springer), December 2015, pp 331-341. 

7. A Person Identification System with Biometrics using Modified RBFN based Multiple Classifiers‛ - Advances in Intelligent Systems and Computing 458 (Springer), February 2016, pp 415-424. 

8.  A New Learning-Based Boosting in Multiple Classifiers for Color Facial Expression Identification. Advances in Computational Intelligence. Advances in Intelligent Systems and Computing, 2017, vol 509. pp 267-277, Springer, Singapore.

9. An Unsupervised OCA-based RBFN for Clear and Occluded Face Identification. Intelligent Computing and Applications. Advances in Intelligent Systems and Computing, 2017, vol 343, pp. 19-25. Springer, New Delhi.

10. Biometric Based Unimodal and Multimodal Person Identification with CNN using Optimal Filter Set, Sarker G., Ghosh S. (2020) - In: Mandal J., Mukhopadhyay S. (edsProceedings of the Global AI Congress 2019. Advances in Intelligent Systems and Computing, vol 1112. Springer, Singapore. DOI https://doi.org/10.1007/978-981-15-2188-1_2, pp - 17-31.

11. A New Method of Galaxy Classification Using Optimal Convolution Neural Network, Sarker G., Book Title Artificial Intelligence, 2022, First International Symposium, ISAI 2022,Haldia, India, February 17–22, Revised Selected Papers, pp. 284-293, Springer Nature.


 

PATENTS Published

1.   Extraction of Optimal Filter Set and Optimal Number of Filter Set in Convolution Neural Network (CNN) Classifier. (2019)

2. Natural Clustering with Improved Efficient Optimization for Fuzzy Categorization with Fuzzy Confusion Matrix. (2019)

3. Integration of Programming and Learning based Boosting for Multiple Classifier Classification in Bio metric Based Person Authentication. (2020)


 CERTIFICATE OF MERIT AWARD FOR THE JOURNAL PAPER ON EXPERT SYSTEM

International Journals





 


International Conferences

1  Sarker, G.,Nasipuri, M., Basu, D., K.,(1992),A New Machine Learning System Using Concept Theory Based Rule Induction ,1992 IEEE Region 10 International Conference, TENCON '92, ,76 – 80. DOI: 10.1109/TENCON.1992.271980.

2  Sarker, G.,Nasipuri, M., Basu, D., K.,(1990),An Inductive Learning Strategy for Automated Knowledge Acquisition based on Concept Rule ,IEEE Region 10 International Conference on Computer and Communication, TENCON'90, ,750 – 754. DOI: 10.1109/TENCON.1990.152711.

3  Sarker, G.,Nasipuri, M., Basu, D., K.,(1992),Knowledge Acquisition for Expert Systems Using Concept Theory Based Rule Induction ,18th Annual Convention and Exhibition (ACE '92), IEEE India Council, Calcutta.,196 – 199.

4  Sarker, G.,Nasipuri, M., Basu, D., K.,(1991),An Automated Learning Strategy for Medical Expert System. 7th National Convention of Electronics and Telecommunication Engineers, organized by The Institution of Engineers (India).

5  Sarker, G.(1998),An Automated Rule Induction Technique for Learning Expert System.,Computer Society of India (CSI) Seminar Cum Exhibition TECH – EXPO ’98 Organized by CSI Chapter, Dhanbad ,

6  Sarker, G.(2000),Fixed Input Output 1-WTA Learning System Shell for Intelligent Pattern Recognition ,Proceedings of the All India Seminar on Information Technology : Opportunities & Challenges in the Millennium on 10th & 11th March, 2000, Organized by the Institution of Engineers(India), W.B. State Centre, 64-67.

7  Sarker, G.(2001),A Review on Artificial Intelligence , (Invited Paper)  16th National Convention of Computer Engineers on Impact of Information Technology on Quality of Life – Future Strategy, held at Patna on December 15-16, 2001, organized by the Institution of Engineers(India), Bihar State Centre, pp. 29-36.

8  Sarker, G.(2002),A Semantic Concept Model Approach for Pattern Classification and recognition ,28th Annual Convention and Exhibition IEEE – ACE 2002., December 20-21 2002 , Science City ,Kolkata, 271 – 274.

9  Sarker, G.(2004),A New Winners Take All Algorithm for Pattern Classification and Recognition, Proceedings of  International Conference on Communication, Device and Intelligent Systems (CODIS 2004) 8-10 January, 2004; Kolkata, INDIA, pp. 721-724.

10  Sarker, G.(2005),A Survey on Machine Intelligence and Machine Learning ,Indian Engineering Congress, organized by The Institution of Engineers (India), paper no. 47.

11  Sarker, G.(2005),A Heuristic Based Hybrid Clustering for Natural Classification in Data Mining , 20th Indian Engineering Congress, organized by The Institution of Engineers (India),  December 15-18, 2005, Kolkata, INDIA,  paper no. 4.

12  Sarker, G.(2006),A Heuristic Based Hybrid Clustering for Natural Classification, International Conference of Computer and Devices for Communication, CODEC – 06 held on Dec. 18 – 20, 2006, Kolkata Organized by Institute of Radio physics & Electronics, University of Calcutta.

13  Sarker, G.(2010),A Method of Face Detection with Bayesian Probability ,International Conference on Modelling, Optimization and Computing ICMOC 2010, International Conference on Modeling, Optimization and Computing ICMOC 2010, October 28-30, 2010, Organized by National Institute of Technology Durgapur.

14  Sarker, G.(2011),A Back propagation Network for Face Identification and Localization ,2011 International Conference on Recent Trends in Information Systems (ReTIS–2011) held in Dec. 21-23, Kolkata, DOI: 10.1109/ReTIS.2011.6146834, pp 24-29.

15  Sarker, G.(2012),An Unsupervised Learning Network for Face Identification and Localization ,2012 International Conference on Communications, Devices and Intelligent Systems (CODIS) Dec. 28 and 29, 2012, Kolkata, DOI: 10.1109/CODIS.2012.6422282, pp 652-655.

16  Sarker, G., Roy, K.(2013),An RBF Network with Optimal Clustering for Face Identification, International Conference on Information & Engineering Science – 2013(ICIES -2013), Feb. 21-23 2013, organized by IMRF, Vijayawada, Andhra Pradesh, pp – 70-74.

17  Sarker, G., Roy, K.(2013),A Modified RBF Network with Optimal Clustering for Face Identification and Localization, International Conference on Information & Engineering Science – 2013(ICIES -2013), Feb. 21-23 2013, organized by IMRF, Vijayawada, Andhra Pradesh pp 32-37.

18  Sarker, G. Kundu, S., (2013),A Modified Radial Basis Function Network for Fingerprint Identification and Localization ,International Conference on Advanced Engineering and Technology held at Kolkata on 15th Feb. 2013, pp. 26-31.

19  Bhakta, D., Sarker, G.(2013),A Radial Basis Function Network for Face Identification and Subsequent Localization International Conference on Computer Science & Information Technology (ICCSIT), pp.1-6, 10th March 2013, ISBN 978-93-82208-70-9.

20  K. Roy, Sarker G. (2013),A Location Invariant Face Identification and Localization with Modified RBF Network , International Conference on Computer and Systems ICCS-2013, 21-22 September, 2013, pp – 23-28, Bardhaman.

21  Bhakta, D., Sarker, G.(2013),A Rotation and Location Invariant Face Identification and Localization with or without Occlusion using modified RBFN , Proceedings of the 2013 IEEE Second International Conference on Image Information Processing (ICIIP – 2013), DOI: 10.1109/ICIIP.2013.6707649, pp – 533-538.

22  Sarker, G., Sharma, S. (2014),A Heuristic Based RBFN for Location and Rotation Invariant Clear and Occluded Face Identification ,International Conference on Advances in Computer Engineering and Applications, ICACEA – 2014, with IJCA), pp – 30-36.

23  Kundu, S., Sarker, G.(2014),A Modified RBFN Based on Heuristic Based Clustering for Location Invariant Fingerprint Recognition and Localization with and without Occlusion ,International Conference for Convergence of Technology – 2014, DOI: 10.1109/I2CT.2014.7092281, IEEE, pp 1-6.

24  Kundu, S., Sarker, G.(2014),A Modified BP Network using Malsburg Learning for Rotation and Location Invariant Fingerprint Recognition and Localization with and without Occlusion ,2014 Seventh International Conference on Contemporary Computing (IC3), DOI: 10.1109/IC3.2014.6897244, 617-623.

25  Bhakta, D., Sarker, G.(2014), A Boosting Based Multiple Classifier System with Modified RBFN for Clear and Occluded Face Identification, Proceedings of 1st International Science & Technology Congress 2014; ISBN 9789351072485, Elsevier Publications 2014,IEMCON – 2014, 28-30 August, 2014, Kolkata, pp. 527-534.

26  Sarker, G., Dhua, S., Besra, M. (2015),A Learning Based Handwritten Text Categorization, 2015 International Conference on Advances in Computer Engineering and Applications, (ICACEA – 2015). ISSN: 978-1-4673-6910-7/15/$31.00 © 2015 IEEE.

27  Sarker, G., Besra, M., Dhua, S.(2015),A Programming Based Handwritten Text Identification. 2015 International Conference on Advances in Computer Engineering and Applications, (ICACEA – 2015). ISSN: 978-1-4673-6910-7/15/$31.00 © 2015 IEEE.

28  Sarker, G., Besra, M., Dhua, S.(2015),A Malsburg Learning BP Network Combination for Handwritten Alpha Numeral Recognition,2015 International Conference on Advances in Computer Engineering and Applications, (ICACEA – 2015). ISSN: 978-1-4673-6911-4/15/$31.00 © 2015 IEEE.

29  Bhakta, D., Sarker, G.(2014), A Method of Learning Based Boosting in Multiple Classifier for Facial Expression Identification, 2015 IEEE 2nd International Conference on Recent Trends in Information Systems (ReTIS – 2015) held at Jadavpur University Kolkata INDIA 9-11 July, 2015, ISSN: 978-1-4799-8349-0/15/$31.00 ©2015 IEEE. pp. 319-324.

30  Sarker, G., Dhua, S., Besra, M. (2015), An Optimal Clustering for Fuzzy Categorization of Cursive Handwritten Text with Weight Learning in Textual Attributes, 2015 IEEE 2nd  International Conference on Recent Trends in Information Systems (ReTIS – 2015) held at Jadavpur University Kolkata INDIA 9-11 July, 2015, ISSN: 978-1-4799-8349-0/15/$31.00 ©2015 IEEE, pp. 6-11.

31  Bhakta, D., Sarker, G.(2015),A New Learning Based Boosting in Multiple Classifier for Colour Facial Expression Identification – International conference ICCI – 2015, held at BIT Mesra, Ranchi, Dec. 10-11, 2015, © Springer Science + Business Media Singapore, Advances in Intelligent Systems and Computing 509, DOI 10.1007/ 978-981-10-2525-9_26, pp. 267-277.

32  Kundu, S., Sarker, G.(2015), A Programming Based Boosting in Super Classifier for Fingerprint Recognition - - - International conference ICCI – 2015, held at BIT Mesra, Ranchi, Dec. 10-11, 2015, © Springer Science + Business Media Singapore, Advances in Intelligent Systems and Computing 509, DOI 10.1007/ 978-981-10-2525-9_31, pp. 319-329.

33  Kundu, S., Sarker, G.(2015), A Super Classifier with Programming Based Boosting using Biometrics for person Authentication --------  International conference ICCI – 2015, held at BIT Mesra Ranchi, Dec. 10-11, 2015, © Springer Science + Business Media Singapore, Advances in Intelligent Systems and Computing 509, DOI 10.1007/ 978-981-10-2525-9_32, pp. 331-341.

34  Sarker, G., A Weight Learning Technique for Cursive Handwritten Text Categorization with Fuzzy Confusion Matrix – 2016 International Conference on Control, Instrumentation, Energy & Communication (CIEC), held at Kolkata, 978-1-5090-0035-7/16/$31.00 © 2016 IEEE, Jan. 20-30, 2016, pp 188-192.

35  Kundu S., Sarker G. A Person Identification System with Biometrics using Modified RBFN based Multiple Classifier – 2016 International Conference on Control, Instrumentation, Energy & Communication (CIEC), held at Kolkata, 978-1-5090-0035-7/16/$31.00 © 2016 IEEE, Jan. 20-30, 2016, pp 125-129.

36  Sarker G., A New Technique For Extraction Based Text Summarization – 31st Indian Engineering Congress, 15-18 December, Kolkata 2016, The Institution of Engineers (India), pp 99-104

37  Kundu S., Sarker G. A Person Authentication System Using a Biometric Based Efficient Multilevel Integrator, 2nd International Conference on Sustainable Computing Technique in Engineering, Science and Management (SCESM – 2017), 27-28 Jan. 2017, Belagavi, India pp – 261-268

38. Sarker G., Ghosh S. A Set of Convolutional Neural Networks for Person Identification with Different Biometrics -  Proceedings of WRFER International Conference, 17th March, 2019, Hyderabad, India

39. Sarker G., Ghosh S. Biometric Based Unimodal and Multimodal Person Identification with CNN using Optimal Filter Set - International Conference on Artificial Intelligence, Global AI Congress 2019, 12-14 Sept. 2019.

40. Sarker G., A Survey on Convolution Neural Networks - TENCON 2020 IEEEE Region 10 International Conference, 16-19 Nov. 2020, Osaka, Japan.

41. Sarker G., Kumar V., ONE LSTM WITH CTC BASED MACHINE  TRANSCRIPTION  SYSTEM FOR SPEECH RECOGNITION - International Conference on Artificial Intelligence: Theory & Applications - (AITA 2021), Electronics and Communication Engg. Dept.,NIT Patna, 23 - 24 December 2021 (Best Paper Award)


42 A New Method of Galaxy Classification Using Optimal Convolution Neural Network G. Sarker - International Symposium on Artificial Intelligence (ISAI-2022) Feb. 2022.




BEST PAPER AWARD FOR THE PAPER ON SPEECH TO TEXT

Miscellaneous

 Invited Lectures

2. A total 28 years Post Ph.D. Teaching and Research experience as a faculty member in different engineering institutes including 20 years in Computer Science & Engineering Department, NIT Durgapur.

3. Former Head (Post Ph.D.) in Computer Sc. & Engineering Department of NIT Durgapur (2011-2013).

4. Taught/teaching a variety of Computer Science Subjects at U.G. and P.G. and Doctorate level which includes Artificial Intelligence and Expert Systems, Pattern Recognition and Image Understanding, Computer Vision, Data Mining & Data Warehousing, Research Methodology, Compiler Design, Internet Engineering, System Programming & Operating Systems, Data Structure etc.

5. Has 80+ International and National Journal and Conference Publication in the area of Convolution Neural Network,  Pattern Recognition, Computer Vision, Face Detection, Face and Facial Expression Identification, Person Identification with Bio metrics, Text and Image Categorization and Summarization, Machine Learning and Expert Systems etc.

Merit Certificate Award of the year 1993, for the Journal Paper "An Expert System for Automated Knowledge Acquisition Based on Conceptual Clustering of Examples" , Jr. of the Institution of Engineers, Computer Engineering Division, Vol. 73, 33-36  by Institution of Engineers (India).

6. Has one book entitled "A Treasise on Artificial Intelligence - Dr. Goutam Sarker" and a total Seven Book Chapters in International Book (Springer)

7. Current research interest includes, Convolution Neural Network and Deep Learning, Face Detection and Face with Facial Expression Identification, Biometric Based Person Authentication, Learning and Programming based Fuzzy Text Categorization, Syntactic and Semantic Text Summarization.

8. Examiner of Ph.D. Thesis of different Engineering Institutes including IIT.

9. Produced two Ph.D. (Full Time Institute Ph.D. Scholars).

10. The reviewer of International Journals.

11. The question setter of different Engineering Institutes.

12. Member of Editorial Board of International Journals.

13. Fellow of both Institution of Engineers (I) [2008], Institution of Electronics & Telecommunication Engineers (I) [2008] and Chartered Engineer(I) [1992], Life Member of Computer Society of India. Also a Senior Member of IEEE (USA) [2009].

14 Awarded Research Fellowship and Senior Research Fellowship during Ph.D. work at Jadavpur University.

15. Knowledge in Astronomy, especially in Pre, Main and Post Sequence Star, Neutron Star,  Galaxy and Super Galaxy, Space Time, Black Holes, Inside the Event Horizon of a Black Hole. Have two Journal publications on Astronomy.

Astronomy Website:

https://sites.google.com/view/gsarker-astronomy-


15. Sound knowledge about Conscious, Subconscious and Super conscious levels of Mind , Intelligence vs. Intuition, and Supreme power of Meditation (insight, far sight, foresight).

Meditation Website:

https://sites.google.com/view/gsarker-meditation-


MOST RECENT ACHIVEMENTS (2019 -  onwards  ):

0) Digital Studio for Recording Video Lectures on Astronomy

a) Examined the Ph.D. Thesis entitled "Design and Implementation of Improved Content Based Image Retrieval System in Trademark Registration" of Computer Science and Engineering, Chattisgarh Swami Vivekananda Technical University, Bhilai (02.04.2019).

b) Invited as an External Examiner for the MSc Dissertations of the MSc in Computer Science and MSc in Big Data Analytics Programmes of the Department of Computer Science under the School of Mathematical Sciences on 15th June, 2019, at Ramkrisha Mission Vivekananda Educational and Research Institute, Belur Math, Howrah.

c) Delivered an Invited Lecture on Machine Learning, Convolution Neural Network (CNN) and Deep Learning in the Department of Computer Science on 1O th August, 2019 at Ramkrishna Mission Vivekananda Educational and Research Institute, Belur Math, Howrah.

d) Presented a Research Paper "Biometric Based Unimodal and Multimodal Person Identification with CNN using Optimal Filter Set" at Global AI Congress 2019, International Conference on Artificial Intelligence, held on 12th- 14th September, 2019.

e) Invited to act as a Technical Program Committee Member of Machine Intelligence and Knowledge Exploration, MIKE 2019 on Oct 28, 2019, where I was added to Program Committee of MIKE 2019.

f) Biometric Based Unimodal and Multimodal Person Identification with CNN using Optimal Filter Set, Sarker G., Ghosh S. (2020) - In: Mandal J., Mukhopadhyay S. (eds) Proceedings of the Global AI Congress 2019. Advances in Intelligent Systems and Computing, vol 1112. Springer, Singapore. DOI https://doi.org/10.1007/978-981-15-2188-1_2, pp - 17-31.

g) Reviewed Research Papers of TENCON 2021, 7-10 December 2021 |Auckland, New Zealand.

h) Best Paper Award for the research paper ONE LSTM WITH CTC BASED MACHINE  TRANSCRIPTION  SYSTEM FOR SPEECH RECOGNITION in  International Conference on Artificial Intelligence: Theory & Applications - (AITA 2021)

i) Examined Ph.D, Thesis of Different Universities and Institutes.

 

MAGAZINE 


A Black Hole with Surrounding Accretion Disk                                                                                                                        credit: space math@ NASA

short story

Columbus and Envious Sailors 

– Dr. Goutam Sarker

Columbus discovered America under severe constraints.  After the discovery, when he came back, a group of envious sailors discussed in his presence that the discovery was not at all appreciable. If they were given with a ship and some other equipment, they could also be able to discover America. Hearing this, Columbus thought for a while and gave those sailors an egg. He asked them to put the egg stand erected vertically on the table. The egg was passed from one sailor to another and each of them failed to do so. Finally they told that nobody can do it – it is quite impossible! Then Columbus took the egg and hit the egg on its vertical end to tap it there. Now he made the egg stand erected vertically on the table with the tapped end at the bottom. He exclaimed – ‘See, it is really possible’. The sailors started laughing at this and told – ‘ If anybody uses this trick he will be simply able to do this’.

Then Columbus told those sailors – ‘If someone succeeds a task first time in some way, it is quite easy for all the others to say that they can also do it in that way. But doing a job first time is really hard – it is  not so easy'

 

Moral: 1) Anyone can claim to do a task for the first time - when it is over, only after someone has already done it first time.

        2) The criticizer only blames his constraints and finds others without any constraint – when he is unable to complete a task, while an active worker overcomes all his constraints to accomplish his tasks.


...  ... ... The moment the mass of the one dimensional "Singularity" of infinite density and infinite space time curvature of one  Supermassive Black Hole exceeds a critical value, a "Big Bang" occurs creating one Universe - Our Universe is the result of such a Big Bang of one such singularity of a Supermassive Black Hole ... .... -________  On Singularity (G. Sarker)


Penrose Diagram for a Schwarschild Black Hole in Conformal Space Time 

Penrose Diagram for a Kerr Black Hole in Conformal Space Time