Swakkhar Shatabda

Publication Activity (10 Years)

Years Active: 2007-2025
Publications (10 Years): 58

Top Topics

Convolutional Neural Network

Segmentation Of Medical Images

Genetic Algorithm

Feature Generation

Top Venues

Comput. Biol. Chem.

Publications

Mehedi Hasan Bijoy, Nahid Hossain, Salekul Islam, Swakkhar Shatabda
A transformer-based spelling error correction framework for Bangla and resource scarce Indic languages. Comput. Speech Lang. 89 (2025)
Sadia Islam, Shafayat Bin Shabbir Mugdha, Shubhashis Roy Dipta, Md. Easin Arafat, Swakkhar Shatabda, Hamid Alinejad-Rokny, Iman Dehzangi
MethEvo: an accurate evolutionary information-based methylation site predictor. Neural Comput. Appl. 36 (1) (2024)
Mohaimenul Azam Khan Raiaan, Nur Mohammad Fahad, Md. Saddam Hossain Mukta, Swakkhar Shatabda
Mammo-Light: A lightweight convolutional neural network for diagnosing breast cancer from mammography images. Biomed. Signal Process. Control. 94 (2024)
Muhammad Sakib Khan Inan, Nabila Sabrin Sworna, A. K. M. Muzahidul Islam, Salekul Islam, Md. Zulfikar Alom, Mohammad Abdul Azim, Swakkhar Shatabda
A slice selection guided deep integrated pipeline for Alzheimer's prediction from Structural Brain MRI. Biomed. Signal Process. Control. 89 (2024)
Proma Hossain Progga, Md. Jobayer Rahman, Swapnil Biswas, Md. Shakil Ahmed, Arif Reza Anwary, Swakkhar Shatabda
A bidirectional Siamese recurrent neural network for accurate gait recognition using body landmarks. Neurocomputing 605 (2024)
Al Mohimanul Islam, Sadia Shakiba Bhuiyan, Mysun Mashira, Md. Rayhan Ahmed, Salekul Islam, Swakkhar Shatabda
Polyp segmentation in colonoscopy images using DeepLabV3++. CoRR (2024)
Nahid Hossain, Mehedi Hasan Bijoy, Salekul Islam, Swakkhar Shatabda
Panini: a transformer-based grammatical error correction method for Bangla. Neural Comput. Appl. 36 (7) (2024)
Akib Zaman, Shiu Kumar, Swakkhar Shatabda, Iman Dehzangi, Alok Sharma
Correction to: SleepBoost: a multi‑level tree‑based ensemble model for automatic sleep stage classification. Medical Biol. Eng. Comput. 62 (9) (2024)
Akib Zaman, Shiu Kumar, Swakkhar Shatabda, Iman Dehzangi, Alok Sharma
SleepBoost: a multi-level tree-based ensemble model for automatic sleep stage classification. Medical Biol. Eng. Comput. 62 (9) (2024)
Md. Rayhan Ahmed, Adnan Ferdous Ashrafi, Raihan Uddin Ahmed, Swakkhar Shatabda, A. K. M. Muzahidul Islam, Salekul Islam
DoubleU-NetPlus: a novel attention and context-guided dual U-Net with multi-scale residual feature fusion network for semantic segmentation of medical images. Neural Comput. Appl. 35 (19) (2023)
Md. Rayhan Ahmed, Md. Asif Iqbal Fahim, A. K. M. Muzahidul Islam, Salekul Islam, Swakkhar Shatabda
DOLG-NeXt: Convolutional neural network with deep orthogonal fusion of local and global features for biomedical image segmentation. Neurocomputing 546 (2023)
Md. Rayhan Ahmed, Salekul Islam, A. K. M. Muzahidul Islam, Swakkhar Shatabda
An ensemble 1D-CNN-LSTM-GRU model with data augmentation for speech emotion recognition. Expert Syst. Appl. 218 (2023)
Mehedi Hasan Bijoy, Nahid Hossain, Salekul Islam, Swakkhar Shatabda
DPCSpell: A Transformer-based Detector-Purificator-Corrector Framework for Spelling Error Correction of Bangla and Resource Scarce Indic Languages. CoRR (2022)
Proma Hossain Progga, Swakkhar Shatabda
iResSENet: An Accurate Convolutional Neural Network for Retinal Blood Vessel Segmentation. ICONIP (3) (2022)
Md. Mahinur Rashid, Hasin Kawsar Jahan, Annysha Huzzat, Riyasaat Ahmed Rahul, Tamim Bin Zakir, Farhana Meem, Md. Saddam Hossain Mukta, Swakkhar Shatabda
Text2Chart: A Multi-staged Chart Generator from Natural Language Text. PAKDD (2) (2022)
Sumit Tarafder, Mazharul Islam, Swakkhar Shatabda, Atif Rahman
Figbird: a probabilistic method for filling gaps in genome assemblies. Bioinform. 38 (15) (2022)
Abdullah Al Muksit, Fakhrul Hasan, Md. Fahad Hasan Bhuiyan Emon, Md. Rakibul Haque, Arif Reza Anwary, Swakkhar Shatabda
YOLO-Fish: A robust fish detection model to detect fish in realistic underwater environment. Ecol. Informatics 72 (2022)
Iftakhar Ali Khandokar, Abdullah-All-Tanvir, Tanvina Khondokar, Nabila Tabassum Jhilik, Swakkhar Shatabda
A Clustering Based Priority Driven Sampling Technique for Imbalance Data Classification. SKIMA (2022)
Mohammad Akter Hossain, A. K. M. Muzahidul Islam, Salekul Islam, Swakkhar Shatabda, Ashir Ahmed
Symptom Based Explainable Artificial Intelligence Model for Leukemia Detection. IEEE Access 10 (2022)
Md. Tarek Hasan, Arifa Akter, Mohammad Nazmush Shamael, Md Al Emran Hossain, H. M. Mutasim Billah, Sumayra Islam, Swakkhar Shatabda
Adaptive Tabu Dropout for Regularization of Deep Neural Networks. ICONIP (1) (2022)
Md. Rayhan Ahmed, A. K. M. Muzahidul Islam, Swakkhar Shatabda, Salekul Islam
Blockchain-Based Identity Management System and Self-Sovereign Identity Ecosystem: A Comprehensive Survey. IEEE Access 10 (2022)
Soumitra Saha, Partho Sarathi Sarker, Alam Al Saud, Swakkhar Shatabda, M. A. Hakim Newton
Cluster-oriented instance selection for classification problems. Inf. Sci. 602 (2022)
Md. Rayhan Ahmed, Adnan Ferdous Ashrafi, Raihan Uddin Ahmed, Swakkhar Shatabda, A. K. M. Muzahidul Islam, Salekul Islam
DoubleU-NetPlus: A Novel Attention and Context Guided Dual U-Net with Multi-Scale Residual Feature Fusion Network for Semantic Segmentation of Medical Images. CoRR (2022)
Nabila Sabrin Sworna, A. K. M. Muzahidul Islam, Swakkhar Shatabda, Salekul Islam
Towards development of IoT-ML driven healthcare systems: A survey. J. Netw. Comput. Appl. 196 (2021)
Sayed Mehedi Azim, Md. Rakibul Haque, Swakkhar Shatabda
. Comput. Biol. Chem. 92 (2021)
H. M. Fazlul Haque, Rafsanjani Muhammod, Fariha Arifin, Sheikh Adilina, Swakkhar Shatabda
SubFeat: Feature subspacing ensemble classifier for function prediction of DNA, RNA and protein sequences. Comput. Biol. Chem. 92 (2021)
Samia Tasnim Sara, Md. Mehedi Hasan, Ahsan Ahmad, Swakkhar Shatabda
Convolutional neural networks with image representation of amino acid sequences for protein function prediction. Comput. Biol. Chem. 92 (2021)
Md. Rayhan Ahmed, Salekul Islam, A. K. M. Muzahidul Islam, Swakkhar Shatabda
An Ensemble 1D-CNN-LSTM-GRU Model with Data Augmentation for Speech Emotion Recognition. CoRR (2021)
Md. Mahinur Rashid, Hasin Kawsar Jahan, Annysha Huzzat, Riyasaat Ahmed Rahul, Tamim Bin Zakir, Farhana Meem, Md. Saddam Hossain Mukta, Swakkhar Shatabda
Text2Chart: A Multi-Staged Chart Generator from Natural Language Text. CoRR (2021)
Ruhul Amin, Chowdhury Rafeed Rahman, Swakkhar Shatabda, Md. Sadrul Islam Toaha
i6mA-CNN: a convolution based computational approach towards identification of DNA N6-methyladenine sites in rice genome. CoRR (2020)
Shubhashis Roy Dipta, Ghazaleh Taherzadeh, Md. Wakil Ahmad, Md. Easin Arafat, Swakkhar Shatabda, Abdollah Dehzangi
SEMal: Accurate protein malonylation site predictor using structural and evolutionary information. Comput. Biol. Medicine 125 (2020)
Ruhul Amin, Chowdhury Rafeed Rahman, Sajid Ahmed, Md. Habibur Rahman Sifat, Md Nazmul Khan Liton, Md. Moshiur Rahman, Md Zahid Hossain Khan, Swakkhar Shatabda
iPromoter-BnCNN: a novel branched CNN-based predictor for identifying and classifying sigma promoters. Bioinform. 36 (19) (2020)
Nafees Sadique, Al Amin Neaz Ahmed, Md Tajul Islam, Md. Nawshad Pervage, Swakkhar Shatabda
Image-based effective feature generation for protein structural class and ligand binding prediction. PeerJ Comput. Sci. 6 (2020)
Md. Wakil Ahmad, Md. Easin Arafat, Ghazaleh Taherzadeh, Alok Sharma, Shubhashis Roy Dipta, Abdollah Dehzangi, Swakkhar Shatabda
Mal-Light: Enhancing Lysine Malonylation Sites Prediction Problem Using Evolutionary-based Features. IEEE Access 8 (2020)
Alif Choyon, Ashiqur Rahman, Md. Hasanuzzaman, Dewan Md. Farid, Swakkhar Shatabda
PRESa2i: incremental decision trees for prediction of Adenosine to Inosine RNA editing sites. F1000Research 9 (2020)
Md. Tashfiqul Bari, Tanvir Hassan, Raisa Tabassum, Zubaida Ahmed, Swakkhar Shatabda
Find It: A Novel Way to Learn Through Play. CoRR (2019)
Ruhul Amin, Chowdhury Rafeed Rahman, Md. Habibur Rahman Sifat, Md Nazmul Khan Liton, Md. Moshiur Rahman, Swakkhar Shatabda, Sajid Ahmed
iPromoter-BnCNN: a Novel Branched CNN Based Predictor for Identifying and Classifying Sigma Promoters. CoRR (2019)
Md. Lisul Islam, Swakkhar Shatabda, Mahmood A. Rashid, Mohammed G. M. Khan, M. Sohel Rahman
Protein structure prediction from inaccurate and sparse NMR data using an enhanced genetic algorithm. Comput. Biol. Chem. 79 (2019)
Rafsanjani Muhammod, Sajid Ahmed, Dewan Md. Farid, Swakkhar Shatabda, Alok Sharma, Abdollah Dehzangi
PyFeat: a Python-based effective feature generation tool for DNA, RNA and protein sequences. Bioinform. 35 (19) (2019)
Sabila Nawshin, Sarah Ahsin, Mohmmad Ali, Salekul Islam, Swakkhar Shatabda
Voice-Enabled Intelligent IDE in Cloud. IJCCI (2019)
Shabnam Sabah, Sara Zumerrah Binte Anwar, Sadia Afroze, Md. Abulkalam Azad, Swakkhar Shatabda, Dewan Md. Farid
Big Data with Decision Tree Induction. SKIMA (2019)
Nafees Sadique, Al Amin Neaz Ahmed, Md Tajul Islam, Md. Nawshad Pervage, Swakkhar Shatabda
Image based effective feature generation for protein structural class and ligand binding prediction. PeerJ Prepr. 7 (2019)
Md. Mofijul Islam, Amar Debnath, Tahsin Al Sayeed, Jyotirmay Nag Setu, Md Mahmudur Rahman, Md Sadman Sakib, Md. Abdur Razzaque, Md. Mosaddek Khan, Swakkhar Shatabda
A Gray Box Interpretable Visual Debugging Approach for Deep Sequence Learning Model. CoRR (2018)
Farshid Rayhan, Sajid Ahmed, Zaynab Mousavian, Dewan Md. Farid, Swakkhar Shatabda
FRnet-DTI: Convolutional Neural Networks for Drug-Target Interaction. CoRR (2018)
Md. Rafsan Jani, Md Toha Khan Mozlish, Sajid Ahmed, Niger Sultana Tahniat, Dewan Md. Farid, Swakkhar Shatabda
iRecSpot-EF: Effective sequence based features for recombination hotspot prediction. Comput. Biol. Medicine 103 (2018)
Sakib Shahriar Khan, Shakim Ahamed, Miftahul Jannat, Swakkhar Shatabda, Dewan Md. Farid
Classification by Clustering (CbC): An Approach of Classifying Big Data Based on Similarities. IJCCI (2018)
Farshid Rayhan, Sajid Ahmed, Asif Mahbub, Md. Rafsan Jani, Swakkhar Shatabda, Dewan Md. Farid, Chowdhury Mofizur Rahman
MEBoost: Mixing estimators with boosting for imbalanced data classification. SKIMA (2017)
Farshid Rayhan, Sajid Ahmed, Asif Mahbub, Md. Rafsan Jani, Swakkhar Shatabda, Dewan Md. Farid
CUSBoost: Cluster-based Under-sampling with Boosting for Imbalanced Classification. CoRR (2017)
Fahim Shahriar, Aakib Bin Nesar, Naweed Mohammad Mahbub, Swakkhar Shatabda
EGAGP: An enhanced genetic algorithm for producing efficient graph partitions. NSysS (2) (2017)
Farshid Rayhan, Sajid Ahmed, Asif Mahbub, Md. Rafsan Jani, Swakkhar Shatabda, Dewan Md. Farid, Chowdhury Mofizur Rahman
MEBoost: Mixing Estimators with Boosting for Imbalanced Data Classification. CoRR (2017)
Sajid Ahmed, Farshid Rayhan, Asif Mahbub, Md. Rafsan Jani, Swakkhar Shatabda, Dewan Md. Farid, Chowdhury Mofizur Rahman
LIUBoost : Locality Informed Underboosting for Imbalanced Data Classification. CoRR (2017)
Farshid Rayhan, Sajid Ahmed, Swakkhar Shatabda, Dewan Md. Farid, Zaynab Mousavian, Abdollah Dehzangi, M. Sohel Rahman
iDTI-ESBoost: Identification of Drug Target Interaction Using Evolutionary and Structural Features with Boosting. CoRR (2017)
Al Amin Neaz Ahmed, H. M. Fazlul Haque, Abdur Rahman, Md Susam Ashraf, Sanjay Saha, Swakkhar Shatabda
A Participatory Sensing Framework for Environment Pollution Monitoring and Management. CoRR (2017)
Sujata Baral, Swakkhar Shatabda, Mahmood A. Rashid
CycloAnt: sequencing cyclic peptides using hybrid ants. GECCO (2017)
Rezaul Karim, Mohd. Momin Al Aziz, Swakkhar Shatabda, Mohammad Sohel Rahman
A novel and effective scoring scheme for structure classification and pairwise similarity measurement. CoRR (2016)
Shanjida Khatun, Hasib Ul Alam, Mahmood A. Rashid, Swakkhar Shatabda
Gene Transfer: A Novel Genetic Operator for Discovering Diverse-Frequent Patterns. Australasian Conference on Artificial Intelligence (2015)
Shanjida Khatun, Hasib Ul Alam, Swakkhar Shatabda
An Efficient Genetic Algorithm for Discovering Diverse-Frequent Patterns. CoRR (2015)
Md. Lisul Islam, Novia Nurain, Swakkhar Shatabda, M. Sohel Rahman
FGPGA: An efficient genetic approach for producing feasible graph partitions. NSysS (2015)
Md. Lisul Islam, Novia Nurain, Swakkhar Shatabda, M. Sohel Rahman
FGPGA: An Efficient Genetic Approach for Producing Feasible Graph Partitions. CoRR (2014)
Swakkhar Shatabda, M. A. Hakim Newton, Abdul Sattar
Constraint-Based Evolutionary Local Search for Protein Structures with Secondary Motifs. PRICAI (2014)
Md. Lisul Islam, Swakkhar Shatabda, Mohammad Sohel Rahman
GreMuTRRR: A Novel Genetic Algorithm to Solve Distance Geometry Problem for Protein Structures. CoRR (2014)
Muktadir Hossain, Tajkia Tasnim, Swakkhar Shatabda, Dewan Md. Farid
Stochastic Local Search for Pattern Set Mining. CoRR (2014)
Rezaul Karim, Mohd. Momin Al Aziz, Swakkhar Shatabda, M. Sohel Rahman, Md. Abul Kashem Mia, Farhana Zaman, Salman Rakin
CoMOGrad and PHOG: From Computer Vision to Fast and Accurate Protein Tertiary Structure Retrieval. CoRR (2014)
Swakkhar Shatabda, M. A. Hakim Newton, Mahmood A. Rashid, Duc Nghia Pham, Abdul Sattar
How Good Are Simplified Models for Protein Structure Prediction? Adv. Bioinformatics 2014 (2014)
Md. Lisul Islam, Swakkhar Shatabda, Mohammad Sohel Rahman
GreMuTRRR: A novel genetic algorithm to solve distance geometry problem for protein structures. BIBM (2014)
Mohammad Murtaza Mahmud, Swakkhar Shatabda, Mohammad Nurul Huda
GraATP: A Graph Theoretic Approach for Automated Theorem Proving in Plane Geometry. CoRR (2014)
Mahmood A. Rashid, Swakkhar Shatabda, M. A. Hakim Newton, Tamjidul Hoque, Abdul Sattar
Protein Structure Prediction. Adv. Bioinformatics 2014 (2014)
Swakkhar Shatabda, M. A. Hakim Newton, Mahmood A. Rashid, Duc Nghia Pham, Abdul Sattar
The road not taken: retreat and diverge in local search for simplified protein structure prediction. BMC Bioinform. 14 (S-2) (2013)
Mahmood A. Rashid, M. A. Hakim Newton, Tamjidul Hoque, Swakkhar Shatabda, Duc Nghia Pham, Abdul Sattar
Spiral search: a hydrophobic-core directed local search for simplified PSP on 3D FCC lattice. BMC Bioinform. 14 (S-2) (2013)
Swakkhar Shatabda, M. A. Hakim Newton, Duc Nghia Pham, Abdul Sattar
A Hybrid Local Search for Simplified Protein Structure Prediction. CoRR (2013)
Swakkhar Shatabda, M. A. Hakim Newton, Abdul Sattar
Simplified Lattice Models for Protein Structure Prediction: How Good Are They? AAAI (2013)
Swakkhar Shatabda, M. A. Hakim Newton, Duc Nghia Pham, Abdul Sattar
A Hybrid Local Search for Simplified Protein Structure Prediction. BIOINFORMATICS (2013)
Swakkhar Shatabda, M. A. Hakim Newton, Mahmood A. Rashid, Abdul Sattar
An efficient encoding for simplified protein structure prediction using genetic algorithms. IEEE Congress on Evolutionary Computation (2013)
Swakkhar Shatabda, M. A. Hakim Newton, Abdul Sattar
Neighborhood Selection in Constraint-Based Local Search for Protein Structure Prediction. Australasian Conference on Artificial Intelligence (2013)
Swakkhar Shatabda, M. A. Hakim Newton, Abdul Sattar
Mixed Heuristic Local Search for Protein Structure Prediction. AAAI (2013)
Swakkhar Shatabda, Muhammad Abdul Hakim Newton, Duc Nghia Pham, Abdul Sattar
Memory-based local search for simplified protein structure prediction. BCB (2012)
Mahmood A. Rashid, Swakkhar Shatabda, M. A. Hakim Newton, Tamjidul Hoque, Duc Nghia Pham, Abdul Sattar
Random-walk: a stagnation recovery technique for simplified protein structure prediction. BCB (2012)
Atif Rahman, Swakkhar Shatabda, Masud Hasan
An approximation algorithm for sorting by reversals and transpositions. J. Discrete Algorithms 6 (3) (2008)
Atif Rahman, Swakkhar Shatabda, Masud Hasan
Approximation Algorithm for Sorting by Reversals and Transpositions. WALCOM (2007)