deepak.kumar@nitm.ac.in
9485177020
https://nitmeghalaya.irins.org/profile/101575
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
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 |
|
|
Sl No. | Title | Sponsors | National/International | Duration | Role Played |
---|---|---|---|---|---|
1 | Security issues in cloud and machine to machine communication | DeitY | National | 27-28 August 2015 |
Design
and Analysis of Approximate Computer Arithmetic Algorithms, Sponsoring
organization TEQIP- III, Amount: 2 Lakhs, duration: 1 year
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 |