Dr. Swakkhar Shatabda
Professor, Dept. of CSE
ROOM: 412
PABX: 3102
Email: swakkhar@cse.uiu.ac.bd
Bio
Swakkhar Shatabda is working as an Associate Professor in the Department of Computer Science and Engineering at United International University (UIU), Bangladesh. He served as Undergraduate Program Coordinator at the same department from 2014 to 2021. He is currently working as an active member in the departmental outcome based education (OBE) coordination committee. He achieved his Ph. D degree from the Institute for Integrated and Intelligent Systems (IIIS), Griffith University in 2014. His thesis was titled “Local Search Heuristics for Protein Structure Prediction”. He completed his BSc. in Computer Science and Engineering from Bangladesh University of Engineering and Technology (BUET) in 2007.
In the Board of Accreditation for Engineering and Technical Education (BAETE), Bangladesh Dr. Shatabda is a member of the coordination committee and also served in the Evaluation Team for accreditation visits. He actively participated in the organization of the first and second International Symposium on Quality Assurance in Engineering Education through Accreditation. He has also got training on outcome based education in several training programs and seminars organized by UIU, BAETE and University Grants Commision (UGC).
Research interest of Dr. Shatabda includes bioinformatics, optimization, search and meta-heuristics, data Mining, constraint programming, approximation Algorithms and graph theory. He works broadly in the area of prediction of functions and structures of proteins and genes. More specifically, he has been applying machine learning and optimization techniques to solve related problems in the field of protein function prediction, protein structure prediction, post translational modification, single cell rna-seq and gene or genomic functional analysis. His focus is in developing novel computational strategies that include machine learning algorithms, feature extraction methods and artificial intelligence guided search algorithms that could be applied to solve a broader range of problems in the relevant area. He has been working to develop effective heuristics, metaheuristics and guiding strategies for local search algorithms, to develop faster algorithms for genomic analysis and protein structure comparison. He has an extended interest in developing and applying deep learning techniques in the relevant fields. In this area, his work is mostly focused on applying transfer learning, multi-task learning, proposing novel stacked and cascaded architectures and generative adversarial networks for synthetic data generation to solve a wide range of problems in the relevant fields aforementioned.
Dr. Shatabda has a number of quality publications in international conferences and journals. He has been serving as an active reviewer for several journals and has been involved in the technical program committee of several International conferences. He has presented his work in formost conferences like AAAI and ACM-BCB. He has published in highly esteemed journals like BMC Bioinformatics, Bioinformatics (Oxford University Press), Scientific Reports (Nature), Proteins (Wiley) and so on. He has joined the editorial board of PLOS One journal as an academic editor. He is awarded a research fund by the Institute for Advanced Research, UIU for his research project on gap filling in genome assembly. He has also served as reviewer in the Grant for Advanced Research for Education (GARE) of the Ministry of Education, Government of the People’s Republic of Bangladesh. He has been serving as session chairs for international conferences and external examiner of bachelor and masters thesis in several universities. As a research supervisor Dr. Shatabda has supervised 30+ undergraduate research projects and 15+ masters theses. He has also worked in several PhD committees. He is author of two introductory books on computers for children published by University Press Limited, Bangladesh.
Dr. Shatabda has worked as a Graduate Researcher in Queensland Research Laboratory, NICTA, Australia. Prior to entering the teaching line he worked as a Software Engineer in Vonair Inc, Bangladesh.
Education
PhD (2010-2014)
Institute for Integrated and Intelligent Systems (IIIS)
Griffith University.
Thesis Title: Local Search Heuristic for Protein Structure Prediction
Supervisors: Professor Abdul Sattar and Dr. Muhammad Abdul Hakim Newton
BSc (2001-2007)
Department of Computer Science and Engineering (CSE)
Bangladesh University of Engineering and Technology (BUET)
Thesis Supervisor: Professor Masud Hasan
HSC (1999-2001)
Notre Dame College
SSC (1991-1999)
Saint Joseph High School
Research Interest
Bioinformatics (http://brl.uiu.ac.bd/)
Protein Structures
Genome Rearrangement
Phylogenetic Trees
Clustering
AI and Machine Learning
Optimization
Search and Satisfiability
Meta-heuristics
Itemset Mining
Constraint Programming
Algorithm and Complexity
Approximation Algorithms
Graph Theory
Experience
Director, IQAC (March 2022-Present)
United International University
Bangladesh
Professor (March 2022-Present)
Department of Computer Science and Engineering
United International University
Bangladesh
Associate Professor (January 2018-March 2022)
Department of Computer Science and Engineering
United International University
Bangladesh
Undergraduate Program Co-ordinator (November 2014-February 2021)
Department of Computer Science and Engineering
United International University
Bangladesh
Assistant Professor (November 2014-December 2017)
Department of Computer Science and Engineering
United International University
Bangladesh
PhD Student (April 2010 – October 2014)
Institute for Integrated and Intelligent Systems (IIIS)
Griffith University
Australia
Graduate Researcher (April 2010 – September 2014)
Advanced Computational Proteomics Group
Queensland Research Laboratory
National ICT Australia (NICTA)
Lecturer (April 2008- November 2014)
Department of Computer Science and Engineering
United International University
Bangladesh
Software Engineer (November 2007 – April 2008)
NextiGen
Bangladesh
Junior Software Engineer (June 2007 – November 2007)
Vonair Inc.
Bangladesh
Courses
Graduate Courses
Advanced Artificial Intelligence
Computation Biology and Bioinformatics
Deep Learning
Financial Informatics
Undergraduate Courses
Algorithms
Data Structures
Artificial Intelligence
Simulation and Modelling
Publication
Journal Papers
Panini: a transformer-based grammatical error correction method for bangla
Publication: Neural Computing and Applications
Author List: Nahid Hossain, Swakkhar Shatabda, Salekul Islam
PanClassif: Improving pan cancer classification of single cell RNA-seq gene expression data using machine learning
Publication: Genomics
Author List: Swakkhar Shatabda
Towards development of IoT-ML driven healthcare systems: A survey
Publication: Journal of Network and Computer Applications
Author List: Nabila Sabrin Sworna, Swakkhar Shatabda, A.K.M. Muzahidul Islam
Accurate prediction of RNA 5-hydroxymethylcytosine modification by utilizing novel position-specific gapped k-mer descriptors
Publication: Computational and Structural Biotechnology Journal
Author List: Sajid Ahmed, Mahtab Uddin, Swakkhar Shatabda, Alok Sharma, Ghazaleh Taherzadeh, Zahid Hossain, Abdollah Dehzangi
Conference Papers
Adaptive Tabu Dropout for Regularization of Deep Neural Networks
Conference: Lecture Notes in Computer Science
Author List: Md. Tarek Hasan, Sumayra Islam, H. M. Mutasim Billah, Md Al Emran Hossain, Mohammad Nazmush Shamael, Arifa Akter, Swakkhar Shatabda
Adaptive Tabu Dropout for Regularization of Deep Neural Networks
Conference: Lecture Notes in Computer Science
Author List: Md. Tarek Hasan, Sumayra Islam, H. M. Mutasim Billah, Md Al Emran Hossain, Mohammad Nazmush Shamael, Arifa Akter, Swakkhar Shatabda
An Effective Leukemia Prediction Technique Using Supervised Machine Learning Classification Algorithm
Conference: Proceedings of International Conference on Trends in Computational and Cognitive Engineering
Author List: Mohammad Akter Hossain, A. K. M. Muzahidul Islam, Mubtasim Islam Sabik, Shadikun Nahar Sakiba, Ashir Ahmed, Salekul Islam, Swakkhar Shatabda, Md. Moshiur Rahman
OriFeat: Origin of Replication Identification Using DNA Sequence Based Features
Conference: 2021 International Conference on Software Engineering & Computer Systems and 4th International Conference on Computational Science and Information Management (ICSECS-ICOCSIM)
Author List: Mashiyat Alam Promi, Swakkhar Shatabda
Application of Internet of Things for Early Detection of COVID-19 using Wearables
Conference: 2021 International Conference on Software Engineering & Computer Systems and 4th International Conference on Computational Science and Information Management (ICSECS-ICOCSIM)
Author List: Taki Uddin, Salekul Islam, Swakkhar Shatabda
An Effective Leukemia Prediction Technique Using Supervised Machine Learning Classification Algorithm
Conference: Proceedings of International Conference on Trends in Computational and Cognitive Engineering
Author List: Mohammad Akter Hossain, A. K. M. Muzahidul Islam, Mubtasim Islam Sabik, Shadikun Nahar Sakiba, Ashir Ahmed, Salekul Islam, Swakkhar Shatabda, Md. Moshiur Rahman
Enhanced Prediction of Lysine Propionylation Sites using Bi-peptide Evolutionary Features Resolving Data Imbalance
Conference: IEEE Region 10 Symposium
Author List: Md. Wakil Ahmad, Mahtab Uddin, Swakkhar Shatabda, Omar Faruq Osama, Md. Easin Arafat, S.M. Shovan
Enhanced Prediction of Lysine Propionylation Sites using Bi-peptide Evolutionary Features Resolving Data Imbalance
Conference: IEEE Region 10 Symposium
Author List: Md. Wakil Ahmad, Mahtab Uddin, Swakkhar Shatabda, Omar Faruq Osama, Md. Easin Arafat, S.M. Shovan
An Adaptive Video-based Vehicle Detection, Classification, Counting, and Speed-measurement System for Real-time Traffic Data Collection
Conference: 2019 IEEE Region 10 Symposium (TENSYMP)
Author List: Hamudi Hasan Sonet, Dewan Md. Farid, Swakkhar Shatabda
An Adaptive Video-based Vehicle Detection, Classification, Counting, and Speed-measurement System for Real-time Traffic Data Collection
Conference: 2019 IEEE Region 10 Symposium (TENSYMP)
Author List: Hamudi Hasan Sonet, Dewan Md. Farid, Swakkhar Shatabda