| Department | Computer Science & Engineering |
| Designation | Assistant Professor Grade - II |
| Educational Qualification | PhD Computer Science and Engineering |
| dsingh.cs@nitrr.ac.in | |
| Contact Number | 919827916708 |
Deepak Singh
Areas of Interest
Domain Adaptation, Evolutionary Computation, Transfer Learning
Publications
|
S. No. |
Authors |
Title |
Name of Journal |
Volume |
Page |
Year |
|
1 |
Singh, Simranjit; Singh, Deepak; Sajwan, Mohit; Rathor, Vijaypal Singh; Garg, Deepak; |
Hyperspectral image classification using multiobjective optimization |
Multimedia Tools and Applications |
In Press |
Jan-18 |
2022 |
|
2 |
Shukla, Anurag; Singh, Deepak; Sajwan, Mohit; Kumar, Malay; Kumari, Divya; Kumar, Ajit; Panthi, Manikant; |
SLP-RRFPR: a source location privacy protection scheme based on random ring and limited hop fake packet routing for wireless sensor networks |
Multimedia Tools and Applications |
In Press |
Jan-14 |
2022 |
|
3 |
Shukla, Anurag; Singh, Deepak; Sajwan, Mohit; Verma, Abhishek; Kumar, Ajit; |
A source location privacy preservation scheme in WSN-assisted IoT network by randomized ring and confounding transmission |
Wireless Networks |
In Press |
Jan-26 |
2022 |
|
4 |
Kshatri, Sapna Singh; Singh, Deepak; Narain, Bhavana; Bhatia, Surbhi; Quasim, Mohammad Tabrez; Sinha, GR; |
An empirical analysis of machine learning algorithms for crime prediction using stacked generalization: An ensemble approach |
IEEE Access |
9 |
67488-67500 |
2021 |
|
5 |
Singh, Deepak; Shukla, Anurag; Sajwan, Mohit; |
Deep transfer learning framework for the identification of malicious activities to combat cyberattack |
Future Generation Computer Systems |
125 |
687-697 |
2021 |
|
6 |
Singh, Deepak; Sisodia, Dilip Singh; Singh, Pradeep; |
Multiobjective evolutionary-based multi-kernel learner for realizing transfer learning in the prediction of HIV-1 protease cleavage sites |
Soft Computing |
24 |
9727-9751 |
2020 |
|
7 |
Singh, Deepak; Sisodia, Dilip Singh; Singh, Pradeep; |
Compositional framework for multitask learning in the identification of cleavage sites of HIV-1 protease |
Journal of Biomedical Informatics |
102 |
103376 |
2020 |
|
8 |
Singh, D; Singh, S; |
Realising transfer learning through convolutional neural network and support vector machine for mental task classification |
Electronics Letters |
56 |
1375-1378 |
2020 |
|
9 |
Singh, Deepak; Singh, Pradeep; Sisodia, Dilip Singh; |
Evolutionary based ensemble framework for realizing transfer learning in HIV-1 Protease cleavage sites prediction |
Applied Intelligence |
49 |
1260-1282 |
2019 |
|
10 |
Singh, Deepak; Sisodia, Dilip Singh; Singh, Pradeep; |
Cognitive framework for HIV-1 protease cleavage site classification using evolutionary algorithm |
Arabian Journal for Science and Engineering |
44 |
9007-9027 |
2019 |
|
11 |
Singh, Deepak; Singh, Pradeep; Sisodia, Dilip Singh; |
Compositional model based on factorial evolution for realizing multi-task learning in bacterial virulent protein prediction |
Artificial Intelligence in Medicine |
101 |
101757 |
2019 |
|
12 |
Singh, Deepak; Singh, Pradeep; Sisodia, Dilip Singh; |
Evolutionary based optimal ensemble classifiers for HIV-1 protease cleavage sites prediction |
Expert Systems with Applications |
109 |
86-99 |
2018 |
|
13 |
Singh, Deepak; Singh Sisodia, Dilip; Singh, Pradeep; |
Multi-Objective Evolutionary Approach for the Performance Improvement of Learners Using Ensembling Feature selection and Discretization Technique on Medical Data |
Current Medical Imaging Reviews |
16 |
355-370 |
2018 |
Other Info.