Computer Science And Engineering

Head of Department

Dr. Surmila Thokchom
Ph.D(NIT Meghalaya)

E-mail:
hod.cse@nitm.ac.in

Faculty

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Dr. Deepak Kumar Assistant Professor

Ph.D , NIT Meghalaya

deepak.kumar@nitm.ac.in
9485177020
https://nitmeghalaya.irins.org/profile/101575

Research Interest

Computational Mathematics, Digital Signal Processing, Machine Learning

Education Qualification

Ph.D , NIT Meghalaya

Publications

International Journals:

1)   Yadav, Dhirendra Prasad, Deepak Kumar, Anand Singh Jalal, Bhisham Sharma, Julian L. Webber, and Abolfazl Mehbodniya. 2024. "Advancing Hyperspectral Image Analysis with CTNet: An Approach with the Fusion of Spatial and Spectral Features" Sensors (2024); 24(6):2016. https://doi.org/10.3390/s24062016.   [SCIE, 5-Year Impact Factor: 4.1 (2022)]

 

2)   Yadav, D.P., Kumar, D., Jalal, A.S. et al. “Synergistic spectral and spatial feature analysis with transformer and convolution networks for hyperspectral image classification.” Signal, Image and Video Processing, Springer nature (2024). https://doi.org/10.1007/s11760-023-02964-7. [ Science Citation Index Expanded (SCIE), SCOPUS etc. Impact factor : 2.3 (2022) ]

 

3)   Yadav, D.P., Kumar, D., Jalal, A.S. et al. “Morphological diagnosis of hematologic malignancy using feature fusion-based deep convolutional neural network.” Scientific Reports , 13, 16988 (2023).  [SCIE(Web of Science), Impact factor- 4.6]

 

4)   Dhirendra Prasad Yadav, Deepak Kumar, Anand Singh Jalal, Ankit Kumar, Surbhi Bhatia Khan, Thippa Reddy Gadekallu, Arwa Mashat & Areej A. Malibari, “Spectral–Spatial Features Exploitation Using Lightweight HResNeXt Model for Hyperspectral Image Classification”, Canadian Journal of Remote Sensing, 49:1 (2023) , 2248270. [SCIE(Web of Science), Impact factor- 2.6]

 

5)   Kumar, A., Yadav, D.P., Kumar, D. et al. Multi-scale feature fusion-based lightweight dual stream transformer for detection of paddy leaf disease. Environmental Monitoring and Assessment, 195, 1020 (2023). [SCIE(Web of Science), Impact factor- 3.0]

 

 

6)   Yadav, D.P., Aljrees, T., Kumar, D. et al. “Spatial attention-based residual network for human burn identification and classification”, Scientific Reports, 13, 12516 (2023).  [SCIE(Web of Science), Impact factor- 4.6]

 

7)   Manabendra Nath, Pinaki Mitra & Deepak Kumar, “A novel residual learning-based deep learning model integrated with attention mechanism and SVM for identifying tea plant diseases”, International Journal of Computers and Applications, Vol.45(6), pp-471-484, 2023. [Scopus]

 

8)    K. Hemant K. Reddy, Ashish K. Luhach, V. Vinoth Kumar, Sanjoy Pratihar, Deepak Kumar, Diptendu S Roy, “ Towards energy efficient Smart city services: A software defined resource management scheme for data centers,” Sustainable Computing: Informatics and Systems, Volume 35, 2022, 100776, ISSN 2210-5379. [SCIE(Web of Science), Impact factor- 4.5]

 

9)   Buddhadeb Pradhan, V. Vijaya kumar, Sanjoy Pratihar, Deepak Kumar, K. Hemant Kumar Reddy, Diptendu Sinha Roy, “A genetic algorithm based energy efficient group paging approach for IoT over 5G”, Journal of Systems Architecture, Volume 113,2021. [SCI(Web of Science), Impact factor- 4.5]

 

10)              Deepak Kumar, Prabir Saha and Anup Dandapat, “Vedic algorithm for cubic computation and VLSI implementation”, Elsevier Engineering Science and Technology, an International Journal, Vol./Issue : 20/5, pp. 1494-1499, 2017. [SCIE(Web of Science), Impact factor- 5.7]

 

11)              D. Kumar, P. Saha and A. Dandapat, “Hardware Implementation of Methodologies of Fixed Point Division Algorithms”, International Journal on Smart Sensing and Intelligent Systems, Vol.10, No.3, pp.630-645, September 2017.e-ISSN: 1178-5608. [Scopus]

 

12)              P. Saha, and D. Kumar, “A new algorithm for the computation of the decimals of inverse”, Scientia Iranica journal, Vol.24, No.3, pp.1363-1372, 2017.  ISSN : 1026-3098, e-ISSN :2345-3605.  [SCIE, Impact factor- 1.4]

 

13)              P. Saha, D. Kumar, P. Bhattacharyya, and A. Dandapat, “Vedic division methodology for high-speed very large scale integration applications”, IET Journal of Engineering 2014, vol.2014 , no.2 , pp. 51-59. DOI:  10.1049/joe.2013.0213 , Online ISSN 2051-3305.

 

14)              P. Saha, D. Kumar, P. Bhattacharyya, and A. Dandapat, “Design of 64-bit squarer based on Vedic mathematics,” Journal of Circuits Systems and Computers 2014. vol. 23, no.7, 2014.ISSN: 0218-1266, DOI: 10.1142/S0218126614500923.   [SCIE(Web of Science), Impact factor- 1.5]

 

 

 

International Conference:

1)   D. Bhattacharjee, A. Paul and D. Kumar, "Sentiment Analysis for Hateful Content on Social Media," 2023 International Conference on Network, Multimedia and Information Technology (NMITCON), Bengaluru, India, 1-2 Sept 2023, pp. 1-6, doi: 10.1109/NMITCON58196.2023.10275876.

 

2)   D. P. Yadav, D. Kumar and A. S. Jalal, "FHSINet: A hybrid model for the analysis of hyperspectral images," 2022 Seventh International Conference on Parallel, Distributed and Grid Computing (PDGC), 25th - 27th November, 2022,  Solan, Himachal Pradesh, India, 2022, pp. 708-714, doi: 10.1109/PDGC56933.2022.10053218.

 

3)   T. T. Mengistie and D. Kumar, "Comparative Study of Transfer Learning techniques for Lung Disease prediction," 2021 10th International Conference on Internet of Everything, Microwave Engineering, Communication and Networks (IEMECON), Jaipur, India,  1-2 December 2021, pp. 1-6, doi: 10.1109/IEMECON53809.2021.9689159.

 

4)   T. T. Mengistie and D. Kumar, "Covid-19 Face Mask Detection Using Convolutional Neural Network and Image Processing," 2021 2nd International Conference for Emerging Technology (INCET) , Belagaum, India, , 21-23 May 2021, pp. 1-7, doi: 10.1109/INCET51464.2021.9456288.

 

5)   T. T. Mengistie and D. Kumar, "Deep Learning Based Sentiment Analysis On COVID-19 Public Reviews," 2021 International Conference on Artificial Intelligence in Information and Communication (ICAIIC), Korea, 13-16 April 2021, pp. 444-449, doi: 10.1109/ICAIIC51459.2021.9415191.

 

6)   Deepak Kumar and Prabir Saha, “Accelerating latency of binary division through Vedic methodology”, (Springer) Proceedings of Fourth International Conference on Smart Trends in Computing and Communications, Bangkok, Thailand, 24-25 January 2020, Pages 365-377.

    

7)   S. Roy, D. Kumar, A. Dandapat and P. Saha, "Discretized Sinusoidal Waveform Generators for Signal Processing Applications," 2018 2nd  IEEE International Conference on Trends in Electronics and Informatics (ICOEI),Tirunelveli, India, 11-12 May 2018, pp. 1350-1353.doi: 10.1109/ICOEI.2018.8553745

 

8)   P. Saha, P. Samanta and D. Kumar, "4:2 and 5:2 Decimal Compressors," 2016 7th International Conference on Intelligent Systems, Modelling and Simulation (ISMS), Bangkok, 25-27 Jan 2016, pp.424-429. doi: 10.1109/ISMS.2016.87.

 

9)   D. Kumar, A. Sharma, P. Saha, “Integer Division Technique for Signal Processing Applications”, ACM 9th International Conference on Ubiquitous Information Management and Communication, Bali, Indonesia - January 08 - 10, 2015, Article No. 52 , ISBN: 978-1-4503-3377-1 doi:10.1145/2701126.2701215.

 

10)              P. Saha, D. Kumar, A. Sharma, “Implementation of high speed processor for computing convolution sum for DSP applications”, ACM 9th International Conference on Ubiquitous Information Management and Communication, Bali, Indonesia - January 08 - 10, 2015, Article No. 51 , ISBN: 978-1-4503-3377-1, doi:10.1145/2701126.2701213

 

11)              P. Saha, D. Kumar, P. Bhattacharyya, A. Dandapat, “Reciprocal Unit Based on Vedic Mathematics for Signal Processing Applications”, IEEE International Symposium on Electronic System Design, , Singapore, Dec.10-12, 2013, pp. 41-45. ISBN: 978-0-7695-5143-2 Digital Object Identifier:  10.1109/ISED.2013.15.

 

12)              P. Saha, D. Kumar, P. Bhattacharyya, A. Dandapat, “ASIC Implementation of High Speed Processor for Computing Fast Hartley Transformation”, IEEE Conf. on Advanced Electronics System, Pilani, Sept.21-23, 2013, pp. 334-336.

 

 

Book Chapters:

v  D Kumar, P Saha, “Accelerating Latency of Binary Division Through Vedic Methodology”, Smart Trends in Computing and Communications: Proceedings of SmartCom 2020, pp- 365-378, Springer

Courses Taught

  • Automata and Formal Languages
  • Computer Programming
  • Compiler Design
  • Digital Logic Design
  • Microprocessor
  • System Programming
  • Data Structure

Committee

Committee Name  

Duration

Liaison officer for OBC  

15-01-2022 to till date

Faculty  advisor

1-8-2022 to till date  and

1-8-2017 to 31-07-2021

 

Hostel Warden

1-7-2022 to 27-6-2023

Lab in-charge of                (old) Computer                Centre

11-8-2018 to till date

BTech Project coordinator

1-8-2021 to till date

Hindi Cell Committee – convenor

6-9-2023 to till date

Seating arrangement committee in campus - member

22-2-2023 to till date

Coding Club –  Co-Faculty in-charge

5-7-2022 to till date

Time Table Committee – member from CS dept.

1-7-2021 to till date

Examination malpractice committee – member

2-6-2022 to

ICT member

28-7-2022 to 27-7-2023

 

 

Conference/Symposium/Workshop/Seminar Organised

Workshop:

Sl No.TitleSponsorsNational/InternationalDurationRole Played
1Security issues in cloud and machine to machine communicationDeitYNational27-28 August 2015

Sponsored R&D project(s)

Design and Analysis of Approximate Computer Arithmetic Algorithms, Sponsoring organization TEQIP- III, Amount: 2 Lakhs, duration: 1 year

Dissertation guided/guiding

Ph.D

Sl. No.

Title of Thesis

Name of the Student

Year of Joining

Year of Completion

1

Development of an Interpretable Deep Learning Framework to Predict

Adverse Drug Reactions

Anushka Chaurasia (P22CS001)

2022

Continuing

2

Investigating Energy Efficient Computing Methods for Sustainable Smart City

Pushpak Das

(P21CS004)

2021

Continuing

3

Medium Term Solar Power Prediction Approach Using Deep Learning Techniques

Ajaya Kumar Parida (P21CS014)

2021

Continuing

4

Multi sensors data analysis using deep convolutional neural network

Dhirendra Prasad Yadav

(P21CS008)

2021

Continuing

5

Identification of Tea Plant Diseases Using Deep Learning Method

Manabendra nath

(P20CS004)

2020

Continuing

6

Text Emotion Recognition in multiple languages with unstructed data Using Machine Learning and Deep Learning Techniques

Rakesh Kancharla

(P20CS003)

2020

Continuing

 

 

M.Tech

Sl. No.

Student

Dissertation Title

Year of Completion

1

Sanchiano suja

(T21CS002)

Sentiment Analysis Using Machine Learning

2023

2

Tajebe tsega

Mengistie

(T19CS011)

Sentiment Analysis Of COVID-19 Using

Deep Learning Approach

2021

3

Sumit Biswas

(T16CS016)

Energy Efficient, Cost Efficient and Delay Aware Load Balancing

Routing Protocol in Cognitive Radio Networks

2018

4

Arijit Bagdi

(T16CS010)

Efficient Decomposition of Multiple Control Ternary Toffoli Gate

2018

 

 

 

B.Tech

Sl. No.

Student Name

Dissertation Title

Year of Completion

1.

Deeshant bhattacharjee (B19CS037)

Avishek paul (B19CS038)

Sentiment analysis For hateful Content on social Media

2023

2.

Shivam pandit (B19CS013)

Kumar shivankar (B19CS028)

Knee Osteoarthritis Detection and  its Severity

2023

3.

Goli surendhar reddy (B18CS022)

 chintapalli ganesh kumar (B18CS023)

Handwriting Recognition using Machine learning

2022

4.

Damonmi Sungoh (B18CS005)

Anil Kumar(B18CS029)

Car number Detection  in an Image with Machine learning Techniques

2022

5.

Heplang ronghang(b17cs001)

Kieffer h. Khongsit(b17cs021)

Smart news  : Android app Development

2021

6.

Tonoy podder (b17cs034)

Sidharth mohan singh (b17cs033)

Electronic voting Android app Development

2021

7.

Michael nongphud (b15cs011)

Rilangki d shabong (b16cs005)

Android app for Personal finance

2020

8.

Mundru chaithanya kishore (b15cs023)

Sheri jayanth reddy (b15cs028)

HDL Implementations of computational Arithmetic Algorithms

2019

9

 Ajay mudige (B14CS012)

Hrudayesh abhiram vepamaninti (B14CS034)

HDL implementations of Computational Arithmetic Algorithms

2018

10

Andrew Burke Buhphang (Roll No.B13CS012)

Delicia Favily Pala(Roll No.B13CS016)

HDL implementations of Computational Arithmetic: Division

 

2017

11

Rajnish Raj (MU11CO15)

Ashutosh Gupta (MU11CO16)

Online Examination Service

2015