The document lists Shamik Tiwari's research publications and academic activities. It includes 5 published journal articles, 1 book chapter, and 2 accepted journal articles. It also lists that he coordinates academic monitoring, curriculum development, guides Ph.D. students, delivered lectures, and serves as a reviewer for several journals. He has also completed many online courses and achieved high student feedback for his online teaching.

1. Research Data Session 2020-21
List of published articles in journals:
1. Tiwari, Shamik. "Dermatoscopy Using Multi-Layer Perceptron, Convolution Neural
Network, and Capsule Network to Differentiate Malignant Melanoma From Benign
Nevus." International Journal of Healthcare Information Systems and Informatics
(IJHISI) 16.3 (2021): 58-73.
Indexed In: Web of Science Emerging Sources Citation Index (ESCI), SCOPUS.
2. Tiwari, Shamik. "An Ensemble Deep Neural Network Model for Onion-Routed Traffic
Detection to Boost Cloud Security." International Journal of Grid and High Performance
Computing (IJGHPC) 13.1 (2021): 1-17.
Indexed In: Web of Science Emerging Sources Citation Index (ESCI), SCOPUS.
3. Tiwari, Shamik. "Multiclass Content-based Visual Information Retrieval using Multi Layer
Perceptron and Convolution Neural Network: A Comparative Study." Journal of Artificial
Intelligence Research & Advances 7.1 (2020): 1-9.
4. Tiwari, Shamik. "A Comparative Study of Deep Learning Models With Handcraft Features
and Non-Handcraft Features for Automatic Plant Species Identification." International Journal
of Agricultural and Environmental Information Systems (IJAEIS) 11.2 (2020): 44-57.
Indexed In: Web of Science Emerging Sources Citation Index (ESCI), SCOPUS.
5. Tiwari, Shamik. "A Blur Classification Approach Using Deep Convolution Neural
Network." International Journal of Information System Modeling and Design (IJISMD) 11.1
(2020): 93-111.
Indexed In: Web of Science Emerging Sources Citation Index (ESCI), SCOPUS.
Book chapter
1. Tiwari, Shamik, Varun Sapra, and Anurag Jain. "Heartbeat sound classification using Mel-
frequency cepstral coefficients and deep convolutional neural network." Advances in
Computational Techniques for Biomedical Image Analysis. Academic Press, 2020. 115-
131.
https://www.sciencedirect.com/science/article/pii/B9780128200247000062
List of accepted articles in journals:
1. Anurag Jain, Shamik Tiwari, Tanupriya Choudhury, Bhupesh Kumar Dewangan. “Gradient
and statistical features based prediction system for COVID-19 using chest X-ray images”.
International Journal of Computer Applications in Technology. Inder Science.
Indexed In: Web of Science Emerging Sources Citation Index (ESCI), SCOPUS.
2. Shamik Tiwari, Anurag Jain. “Convolutional Capsule Network for Covid-19 Detection
Using Radiography Images”. International Journal of Imaging Systems and Technology,
Willey.
Indexed In: Web of Science Citation Index (SCI).

2. Academic Excellence
1. Coordinating academic monitoring in department
2. Curriculum development
3. Member of core committee for NAAC/NBA documentation
4. Coordinated first year orientation program for UG and PG bacthes
5. Served as member of Technical Program Committee (TPC) and session chair in
MIDAS-2020 conference.
6. Delivered a lecture entitled ‘Computer Vision in Healthcare Applications’ at Unifacvest
International Global Talks Webinar: Artificial Intelligence and Health promoted by
Unifacvest University, Brazil on August 29, 2020, through its EdTech, with duration
of four hours.
Successfully completed and achieved certification for following MOOC courses
through Coursera
1. MOOC and Blended Learning (authorized by Tsinghua University)
2. Teaching Character and Creating Positive Classrooms (authorized by Relay
Graduate School of Education)
3. Image Denoising Using AutoEncoders in Keras and Python (authorized by Rhyme)
4. Python for Genomic Data Science (authorized by Johns Hopkins University)
5. Cloud Computing Basics (Cloud 101) (authorized by LearnQuest)
6. Image Classification with CNNs using Keras (authorized by Rhyme)
7. Foundations of Virtual Instruction (authorized by University of California, Irvine)
8. Advanced Instructional Strategies in the Virtual Classroom (authorized by
University of California, Irvine)
9. Performance Assessment in the Virtual Classroom (authorized by University of
California, Irvine)
10. Assessment in Higher Education: Professional Development for Teachers
(authorized by Erasmus University Rotterdam)
11. Virtual Teacher Final Project (authorized by University of California, Irvine)
12. COVID-19: What You Need to Know (CME Eligible) (authorized by Osmosis)
13. Emerging Trends & Technologies in the Virtual K-12 Classroom (authorized by
University of California, Irvine)
14. Linear Regression with NumPy and Python (authorized by Rhyme)
15. Logistic Regression with Python and Numpy (authorized by Rhyme)
16. Anomaly Detection in Time Series Data with Keras (authorized by Rhyme)
17. Traffic Sign Classification Using Deep Learning in Python/Keras (authorized by
Rhyme)
18. Classification with Transfer Learning in Keras (authorized by Rhyme)
Reviewer:
1. Computers in Biology and Medicine (Elsevier)
2. ISA Transactions (Elsevier)
3. Indian Journal of Science and Technology
4. J. for International Business and Entrepreneurship Development (JIBED).
5. Journal of Applied Research on Public Health Management (IJARPHM).

3. 6. International Journal of Service Science, Management, Engineering, and
Technology (IJSSMET).
7. International Journal of Healthcare Information Systems and Informatics (IJHISI).
8. First International Conference on Artificial Intelligence and Sustainable Computing
for Smart Cities (AIS2C2)
List of published articles in journals:
1. Tiwari, Shamik. "Dermatoscopy Using Multi-Layer Perceptron, Convolution Neural
Network, and Capsule Network to Differentiate Malignant Melanoma From Benign Nevus."
International Journal of Healthcare Information Systems and Informatics (IJHISI) 16.3 (2021):
58-73.
Indexed In: Web of Science Emerging Sources Citation Index (ESCI), SCOPUS.
2. Tiwari, Shamik. "An Ensemble Deep Neural Network Model for Onion-Routed Traffic
Detection to Boost Cloud Security." International Journal of Grid and High Performance
Computing (IJGHPC) 13.1 (2021): 1-17.
Indexed In: Web of Science Emerging Sources Citation Index (ESCI), SCOPUS.
3. Tiwari, Shamik. "Multiclass Content-based Visual Information Retrieval using Multi Layer
Perceptron and Convolution Neural Network: A Comparative Study." Journal of Artificial
Intelligence Research & Advances 7.1 (2020): 1-9.
4. Tiwari, Shamik. "A Comparative Study of Deep Learning Models With Handcraft Features
and Non-Handcraft Features for Automatic Plant Species Identification." International Journal
of Agricultural and Environmental Information Systems (IJAEIS) 11.2 (2020): 44-57.
Indexed In: Web of Science Emerging Sources Citation Index (ESCI), SCOPUS.
5. Tiwari, Shamik. "A Blur Classification Approach Using Deep Convolution Neural
Network." International Journal of Information System Modeling and Design (IJISMD) 11.1
(2020): 93-111.
Indexed In: Web of Science Emerging Sources Citation Index (ESCI), SCOPUS.
Book chapter
1. Tiwari, Shamik, Varun Sapra, and Anurag Jain. "Heartbeat sound classification using
Mel-frequency cepstral coefficients and deep convolutional neural network." Advances in
Computational Techniques for Biomedical Image Analysis. Academic Press, 2020. 115-131.
https://www.sciencedirect.com/science/article/pii/B9780128200247000062

4. List of accepted articles in journals:
1. Anurag Jain, Shamik Tiwari, Tanupriya Choudhury, Bhupesh Kumar Dewangan. “Gradient
and statistical features based prediction system for COVID-19 using chest X-ray images”.
International Journal of Computer Applications in Technology. InderScience.
Indexed In: Web of Science Emerging Sources Citation Index (ESCI), SCOPUS.
2. Shamik Tiwari, Anurag Jain. “Convolutional Capsule Network for Covid-19 Detection
Using Radiography Images”. International Journal of Imaging Systems and Technology,
Willey.
Indexed In: Web of Science Citation Index (SCI).
Guiding Ph.D. students
Reviewer:
1. Computers in Biology and Medicine (Elsevier)
2. ISA Transactions (Elsevier)
3. Indian Journal of Science and Technology
4. J. for International Business and Entrepreneurship Development (JIBED).
5. Journal of Applied Research on Public Health Management (IJARPHM).
6. International Journal of Service Science, Management, Engineering, and Technology
(IJSSMET).
7. International Journal of Healthcare Information Systems and Informatics (IJHISI).
8. First International Conference on Artificial Intelligence and Sustainable Computing for
Smart Cities (AIS2C2)

5. 1. Coordinating academic monitoring in department
2. Curriculum development
3. Member of core committee for NAAC/NBA documentation
4. Coordinated first year orientation program for UG and PG batches
5. Served as member of Technical Program Committee (TPC) and session chair in
MIDAS-2020 conference.
6. Delivered a lecture entitled ‘Computer Vision in Healthcare Applications’ at Unifacvest
International Global Talks Webinar: Artificial Intelligence and Health promoted by Unifacvest
University, Brazil on August 29, 2020, through its EdTech, with duration of four hours.
7. Efficiently adopted and utilized online teaching through blackboard
8. Achieved 4+ score as student feedback during academic year for all courses
9. Activity coordinator for GG batch
10. Mentoring students
11. Supporting higher studies for students by issuing LOR
12. Guiding Ph.D. students