Publications

@inproceedings{nokeyeb,

title = {HateXplain Space Model: Fusing Robustness with Explainability in Hate Speech Analysis},

author = {Md Fahim and Md Shihab Shahriar and Mohammad Ruhul Amin },

year  = {2023},

date = {2023-12-30},

urldate = {2023-12-30},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{nokey,

title = {Contexual Bangla Neural Stemmer: Finding Contexualized Root-Word Representations for Bangla Words},

author = {M Fahim and A A Ali and MA Amin and AKMM Rahman},

year  = {2023},

date = {2023-12-15},

urldate = {2023-12-15},

booktitle = {1st Workshop on Bangla Language Processing in conjunction with EMNLP},

publisher = {Association of Computational Linguistics},

address = {Singapore},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{nokey,

title = {Investigation the Effectiveness of Graph-based Algorithm for Bangla Text Classification},

author = {F Dehan and M Fahim and A A Ali and MA Amin and AKMM Rahman},

year  = {2023},

date = {2023-12-15},

urldate = {2023-12-15},

booktitle = {1st Workshop on Bangla Language Processing in conjunction with EMNLP},

journal = {1st Workshop on Bangla Language Processing in conjunction with EMNLP},

publisher = {Association of Computational Linguistics},

address = {Singapore},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{nokey,

title = {BaTEClaCor: A Novel Dataset for Bangla Text Error Classification and Correction},

author = {N Oshin and S Hoque and M Fahim and A A Ali and MA Amin and AKMM Rahman},

year  = {2023},

date = {2023-12-15},

urldate = {2023-12-15},

booktitle = {1st Workshop on Bangla Language Processing in conjunction with EMNLP},

publisher = {Association of Computational Linguistics},

address = {Singapore},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{nokeye,

title = {An Integrated System for Stroke Rehabilitation Exercise Assessment using KINECT v2 and Machine Learning Proceedings Article Forthcoming},

author = {Minhajul Islam, Mairan Sultana , Eshtiak Ahmed, Ashraful Islam},

year  = {2023},

date = {2023-12-15},

urldate = {2023-12-15},

note = {Md Fahim, Md Shihab Shahriar, Mohammad Ruhul Amin},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{nokey,

title = {EDAL: Entropy based Dynamic Attention Loss for HateSpeech Classification},

author = {Md Fahim and Amin Ahsan Ali and Md Ashraful Amin and AKM Mahbubur Rahman},

year  = {2023},

date = {2023-12-04},

urldate = {2023-12-04},

booktitle = {The 37th Pacific Asia Conference on Language, Information and Computation (PACLIC 37)},

abstract = {Entropy-based Dynamic Attention Loss" (EDAL) to enhance model interpretability by incorporating an additional attention layer. EDAL encourages attention scores that provide valuable insights and boosts the performance of pretrained models during fine-tuning for downstream tasks. We conduct extensive experiments on six diverse datasets, confirming that EDAL effectively enhances classification performance while maintaining interpretability. Additionally, experiments with various pretrained models demonstrate EDAL's significant performance improvements during fine-tuning. In summary, EDAL holds promise for creating more transparent and reliable hate speech classifiers, contributing to a safer online environment.},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{blp2023-task-Fahim,

title = {Aambela at BLP-2023 Task 1: Focus on [UNK] tokens: Analyzing Violence Inciting Bengali Text with Adding Dataset Specific New Word Tokens},

author = {Md Fahim},

year  = {2023},

date = {2023-12-01},

booktitle = {Proceedings of the 1st International Workshop on Bangla Language Processing (BLP-2023)},

publisher = {Association for' Computational Linguistics},

address = {Singapore},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{blp2023-task-Fahimb,

title = {Aambela at BLP-2023 Task 2: Enhancing BanglaBERT Performance for Bangla Sentiment Analysis Task with In Task Pretraining and Adversarial Weight Perturbation},

author = {Md Fahim},

year  = {2023},

date = {2023-12-01},

booktitle = {Proceedings of the 1st International Workshop on Bangla Language Processing (BLP-2023)},

publisher = {Association for Computational Linguistics},

address = {Singapore},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{ishmam2023automatic,

title = {Automatic Detection of Natural Disaster Effect on Paddy Field from Satellite Images Using Deep Learning Techniques},

author = {Tahmid Alavi Ishmam and Amin Ahsan Ali and Md Ahsraful Amin and AKM Mahbubur Rahman},

year  = {2023},

date = {2023-01-01},

booktitle = {2023 8th International Conference on Control and Robotics Engineering (ICCRE)},

pages = {72–77},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{mayabee2023ecg,

title = {ECG Signal Classification Using Transfer Learning and Convolutional Neural Networks},

author = {Tanzila Tahsin Mayabee and Kazi Tahsinul Haque and Saadia Binte Alam and Rashedur Rahman and M Ashraful Amin and Syoji Kobashi},

year  = {2023},

date = {2023-01-01},

booktitle = {Proceedings of the Fourth International Conference on Trends in Computational and Cognitive Engineering: TCCE 2022},

pages = {243–254},

organization = {Springer},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{wasi2023kidney,

title = {Kidney Tumor Recognition from Abdominal CT Images using Transfer Learning},

author = {Sefatul Wasi and Saadia Binte Alam and Rashedur Rahman and M Ashraful Amin and Syoji Kobashi},

year  = {2023},

date = {2023-01-01},

booktitle = {2023 IEEE 53rd International Symposium on Multiple-Valued Logic (ISMVL)},

pages = {54–58},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{sakib2023time,

title = {Time Series Analysis and Forecasting of Air Quality Index of Dhaka City of Bangladesh},

author = {Sheikh Rahmatulla Sakib and Kamarun Nahar Sara and Md Tahmid Hossain Rasel and Md Masudul Islam Asif and Md Aynul Hasan Nahid and Md Saifur Rahman and MF Mridha and Ashraful Islam},

year  = {2023},

date = {2023-01-01},

booktitle = {2023 IEEE World AI IoT Congress (AIIoT)},

pages = {0063–0069},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{pasha2023genre,

title = {Genre Classification of Bangla Poem Using Machine Learning and Deep Learning Techniques},

author = {Syed Tangim Pasha and Ashraful Islam and Mohammed Masudur Rahman and Eshtiak Ahmed and Md Ferdouse Ahmed Foysal and Md Zahangir Alam},

year  = {2023},

date = {2023-01-01},

booktitle = {2023 IEEE World AI IoT Congress (AIIoT)},

pages = {0236–0242},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{siddique2023late,

title = {Late and Early Blight Diseases Identification of Potatoes with a Light Weight Hybrid Transfer Learning Model},

author = {Abu Zobayer Bin Siddique and Shoibal Das and Poonam Tabassum and All Moon Tasir and Shovon Roy and Md Saifur Rahman and MF Mridha and Ashraful Islam},

year  = {2023},

date = {2023-01-01},

booktitle = {2023 IEEE World AI IoT Congress (AIIoT)},

pages = {0105–0111},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{islam2023designing,

title = {Designing Healthcare Relational Agents: A Conceptual Framework with User-Centered Design Guidelines},

author = {Ashraful Islam and Beenish Moalla Chaudhry and Aminul Islam},

year  = {2023},

date = {2023-01-01},

booktitle = {28th IEEE Symposium on Computers and Communications (ISCC)-ICT4eHealth},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{nayan2023smote,

title = {SMOTE Oversampling and near Miss Undersampling Based Diabetes Diagnosis from Imbalanced Dataset with XAI Visualization},

author = {Nasim Mahmud Nayan and Ashraful Islam and Muhammad Usama Islam and Eshtiak Ahmed and Mohammad Mobarak Hossain and Md Zahangir Alam},

year  = {2023},

date = {2023-01-01},

booktitle = {28th IEEE Symposium on Computers and Communications (ISCC)-ICT4eHealth},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{deb2022variational,

title = {Variational stacked local attention networks for diverse video captioning},

author = {Tonmoay Deb and Akib Sadmanee and Kishor Kumar Bhaumik and Amin Ahsan Ali and M Ashraful Amin and AKM Rahman},

year  = {2022},

date = {2022-01-01},

booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision},

pages = {4070–4079},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{caspersen2022cascaded,

title = {Cascaded DNNs for detecting the position and orientation of Left Ventricle from 3D CT Scans},

author = {Magnus Caspersen and Md Sayed Tanveer and ASM Shihavuddin and MM Mahbubul Syeed and Md Hasan Maruf and Ashraful Amin and Faisal M Uddin},

year  = {2022},

date = {2022-01-01},

booktitle = {2022 IEEE 14th Image, Video, and Multidimensional Signal Processing Workshop (IVMSP)},

pages = {1–5},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{islam2022acceptance,

title = {Acceptance Evaluation of a COVID-19 Home Health Service Delivery Relational Agent},

author = {Ashraful Islam and Beenish Moalla Chaudhry},

year  = {2022},

date = {2022-01-01},

booktitle = {International Conference on Pervasive Computing Technologies for Healthcare},

pages = {40–52},

organization = {Springer, Cham},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{islam2022early,

title = {Early Usability Evaluation of a Relational Agent for the COVID-19 Pandemic},

author = {Ashraful Islam and Beenish Moalla Chaudhry},

year  = {2022},

date = {2022-01-01},

booktitle = {The Adjunct Publication of the 35th Annual ACM Symposium on User Interface Software and Technology},

pages = {1–3},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{pramanik2021modeling,

title = {Modeling traffic congestion in developing countries using google maps data},

author = {Md Aktaruzzaman Pramanik and Md Mahbubur Rahman and ASM Iftekhar Anam and Amin Ahsan Ali and M Ashraful Amin and AKM Mahbubur Rahman},

year  = {2021},

date = {2021-01-01},

booktitle = {Advances in Information and Communication: Proceedings of the 2021 Future of Information and Communication Conference (FICC), Volume 1},

pages = {513–531},

organization = {Springer International Publishing},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{tonmoy2021hierarchical,

title = {Hierarchical self attention based autoencoder for open-set human activity recognition},

author = {M Tanjid Hasan Tonmoy and Saif Mahmud and AKM Mahbubur Rahman and M Ashraful Amin and Amin Ahsan Ali},

year  = {2021},

date = {2021-01-01},

booktitle = {Pacific-Asia Conference on Knowledge Discovery and Data Mining},

pages = {351–363},

organization = {Springer International Publishing Cham},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{roy2021sst,

title = {SST-GNN: simplified spatio-temporal traffic forecasting model using graph neural network},

author = {Amit Roy and Kashob Kumar Roy and Amin Ahsan Ali and M Ashraful Amin and AKM Mahbubur Rahman},

year  = {2021},

date = {2021-01-01},

booktitle = {Pacific-Asia Conference on Knowledge Discovery and Data Mining},

pages = {90–102},

organization = {Springer International Publishing Cham},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{roy2021structure,

title = {Structure-aware hierarchical graph pooling using information bottleneck},

author = {Kashob Kumar Roy and Amit Roy and AKM Mahbubur Rahman and M Ashraful Amin and Amin Ahsan Ali},

year  = {2021},

date = {2021-01-01},

booktitle = {2021 International Joint Conference on Neural Networks (IJCNN)},

pages = {1–8},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{roy2021unified,

title = {Unified spatio-temporal modeling for traffic forecasting using graph neural network},

author = {Amit Roy and Kashob Kumar Roy and Amin Ahsan Ali and M Ashraful Amin and AKM Mahbubur Rahman},

year  = {2021},

date = {2021-01-01},

booktitle = {2021 International Joint Conference on Neural Networks (IJCNN)},

pages = {1–8},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{roy2021node,

title = {Node embedding using mutual information and self-supervision based bi-level aggregation},

author = {Kashob Kumar Roy and Amit Roy and AKM Mahbubur Rahman and M Ashraful Amin and Amin Ahsan Ali},

year  = {2021},

date = {2021-01-01},

booktitle = {2021 International Joint Conference on Neural Networks (IJCNN)},

pages = {1–8},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{niloy2021novel,

title = {A novel disaster image data-set and characteristics analysis using attention model},

author = {Fahim Faisal Niloy and Abu Bakar Siddik Nayem and Anis Sarker and Ovi Paul and M Ashraful Amin and Amin Ahsan Ali and Moinul Islam Zaber and AKM Mahbubur Rahman and others},

year  = {2021},

date = {2021-01-01},

booktitle = {2020 25th International Conference on Pattern Recognition (ICPR)},

pages = {6116–6122},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{niloy2021attention,

title = {Attention toward neighbors: A context aware framework for high resolution image segmentation},

author = {Fahim Faisal Niloy and M Ashraful Amin and Amin Ahsan Ali and AKM Mahbubur Rahman},

year  = {2021},

date = {2021-01-01},

booktitle = {2021 IEEE International Conference on Image Processing (ICIP)},

pages = {2279–2283},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{rabbani2021using,

title = {Using Microsoft Kinect V2 for Custom Upper-Limb Rehabilitation Exercises},

author = {Shourav Bin Rabbani and Amin Ahsan Ali and M Ashraful Amin},

year  = {2021},

date = {2021-01-01},

booktitle = {Proceedings of the 12th International Conference on Soft Computing and Pattern Recognition (SoCPaR 2020) 12},

pages = {508–519},

organization = {Springer International Publishing},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{tarek2021feature,

title = {Feature subset selection based on redundancy maximized clusters},

author = {Md Hasan Tarek and Md Eusha Kadir and Sadia Sharmin and Abu Ashfaqur Sajib and Amin Ahsan Ali and Mohammad Shoyaib},

year  = {2021},

date = {2021-01-01},

booktitle = {2021 20th IEEE International Conference on Machine Learning and Applications (ICMLA)},

pages = {521–526},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{chowdhury2021assessment,

title = {Assessment of rehabilitation exercises from depth sensor data},

author = {Shehzan Haider Chowdhury and Murshed Al Amin and AKM Mahbubur Rahman and M Ashraful Amin and Amin Ahsan Ali},

year  = {2021},

date = {2021-01-01},

booktitle = {2021 24th International Conference on Computer and Information Technology (ICCIT)},

pages = {1–7},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{hossain2021comparing,

title = {Comparing recent Swarm Algorithms with Information Theoretic Filter criterion for Feature Selection},

author = {Hasnain Hossain and Tahmid Bin Mahmud and AKM Mahbubur Rahman and M Ashraful Amin and Amin Ahsan Ali},

year  = {2021},

date = {2021-01-01},

booktitle = {2021 International Conference on Electrical, Computer and Energy Technologies (ICECET)},

pages = {1–6},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{hasan2021iot,

title = {IoT-Based Smart Application System to Prevent Sexual Harassment in Public Transport},

author = {Md Wahidul Hasan and Akil Hamid Chowdhury and Md Mehedi Hasan and Arup Ratan Datta and AKM Mahbubur Rahman and M Ashraful Amin},

year  = {2021},

date = {2021-01-01},

booktitle = {Advances in Computer, Communication and Computational Sciences: Proceedings of IC4S 2019},

pages = {341–351},

organization = {Springer Singapore},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}