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ORCIDMohammad Tariqul Islam 0003
Person information
- affiliation: Massachusetts Institute of Technology, Media Lab, Cambridge, MA, USA
- affiliation (PhD 2024): Princeton University, Department of Electrical Engineering, NJ, USA
- affiliation (former): Bangladesh University of Engineering and Technology, Department of Electrical and Electronic Engineering, Dhaka, Bangladesh
Other persons with the same name
- Mohammad Tariqul Islam 0001
![[0000-0002-4929-3209]](https://devdomain4test.ir/img/orcid-mark.12x12.png "0000-0002-4929-3209")
— Universiti Kebangsaan Malaysia, Department of Electrical, Electronic and Systems Engineering, Bangi, Malaysia - Mohammad Tariqul Islam 0002 (aka: Mohammad T. Islam 0002) — Southern Connecticut State University, New Haven, CT, USA
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Books and Theses
- 2024
[b1]Mohammad Tariqul Islam:
Finding Structures in High-Dimensional Biomedical Data. Princeton University, New Jersey, USA, 2024
Journal Articles
- 2026
- [j7]Mohammad Tariqul Islam, Jason W. Fleischer:
The Shape of Attraction in UMAP: Exploring the Embedding Forces in Dimensionality Reduction. Trans. Mach. Learn. Res. 2026 (2026) - 2022
- [j6]Mohammad Mahmudul Alam, Mohammad Tariqul Islam, S. M. Mahbubur Rahman:
Unified learning approach for egocentric hand gesture recognition and fingertip detection. Pattern Recognit. 121: 108200 (2022) - 2021
- [j5]Dipayan Saha, S. M. Mahbubur Rahman, Mohammad Tariqul Islam, M. Omair Ahmad, M. N. S. Swamy:
Prediction of instantaneous likeability of advertisements using deep learning. Cogn. Comput. Syst. 3(3): 263-275 (2021) - 2019
- [j4]Mohammad Tariqul Islam, Sk. Tanvir Ahmed, Celia Shahnaz, Shaikh Anowarul Fattah:
SPECMAR: fast heart rate estimation from PPG signal using a modified spectral subtraction scheme with composite motion artifacts reference generation. Medical Biol. Eng. Comput. 57(3): 689-702 (2019) - [j3]Ramesh Basnet, Mohammad Tariqul Islam, Tamanna Howlader, S. M. Mahbubur Rahman, Dimitrios Hatzinakos:
Estimation of affective dimensions using CNN-based features of audiovisual data. Pattern Recognit. Lett. 128: 290-297 (2019) - 2018
- [j2]Mohammad Tariqul Islam, S. M. Mahbubur Rahman, M. Omair Ahmad, M. N. S. Swamy:
Mixed Gaussian-impulse noise reduction from images using convolutional neural network. Signal Process. Image Commun. 68: 26-41 (2018) - 2017
- [j1]Mohammad Tariqul Islam, Ishmam Zabir, Sk. Tanvir Ahamed, Md. Tahmid Yasar, Celia Shahnaz, Shaikh Anowarul Fattah:
A time-frequency domain approach of heart rate estimation from photoplethysmographic (PPG) signal. Biomed. Signal Process. Control. 36: 146-154 (2017)
Conference and Workshop Papers
- 2024
- [c4]Mohammad Tariqul Islam, Jason W. Fleischer:
Outlier Detection in Large Radiological Datasets Using UMAP. TGI3@MICCAI 2024: 111-121 - 2018
- [c3]Biswajit Saha, Shakil Khan, Celia Shahnaz, Shaikh Anowarul Fattah, Mohammad Tariqul Islam, Asir Intisar Khan:
Configurable Digital Hearing Aid System with Reduction of Noise for Speech Enhancement Using Spectral Subtraction Method and Frequency Dependent Amplification. TENCON 2018: 735-740 - [c2]Rafat Jamal Tazim, Md. Messal Monem Miah, Sanzida Sayedul Surma, Mohammad Tariqul Islam, Celia Shahnaz, Shaikh Anowarul Fattah:
Biometric Authentication Using CNN Features of Dorsal Vein Pattern Extracted from NIR Image. TENCON 2018: 1923-1927 - 2017
- [c1]Shaikh Anowarul Fattah, Mohammad Mahinur Rahman, Nafis Mustakin, Mohammad Tariqul Islam, Asir Intisar Khan, Celia Shahnaz:
Wrist-card: PPG sensor based wrist wearable unit for low cost personalized cardio healthcare system. GHTC 2017: 1-7
Informal and Other Publications
- 2026
- [i9]Mohammad Tariqul Islam, Jason W. Fleischer:
On Out-of-sample Embedding in UMAP. CoRR abs/2606.04451 (2026) - 2025
- [i8]Mohammad Tariqul Islam, Jason W. Fleischer:
The Shape of Attraction in UMAP: Exploring the Embedding Forces in Dimensionality Reduction. CoRR abs/2503.09101 (2025) - [i7]Mohammad Tariqul Islam, Du Liu, Deblina Sarkar:
Manifold Approximation leads to Robust Kernel Alignment. CoRR abs/2510.22953 (2025) - 2024
- [i6]Mohammad Tariqul Islam, Jason W. Fleischer:
Outlier Detection in Large Radiological Datasets using UMAP. CoRR abs/2407.21263 (2024) - 2022
- [i5]Mohammad Tariqul Islam, Jason W. Fleischer:
Manifold-aligned Neighbor Embedding. CoRR abs/2205.11257 (2022) - 2021
- [i4]Mohammad Mahmudul Alam, Mohammad Tariqul Islam, S. M. Mahbubur Rahman:
A Unified Learning Approach for Hand Gesture Recognition and Fingertip Detection. CoRR abs/2101.02047 (2021) - 2017
- [i3]Mohammad Tariqul Islam, Md Abdul Aowal, Ahmed Tahseen Minhaz, Khalid Ashraf:
Abnormality Detection and Localization in Chest X-Rays using Deep Convolutional Neural Networks. CoRR abs/1705.09850 (2017) - [i2]Ramesh Basnet, Mohammad Tariqul Islam, Tamanna Howlader, S. M. Mahbubur Rahman, Dimitrios Hatzinakos:
Statistical Selection of CNN-Based Audiovisual Features for Instantaneous Estimation of Human Emotional States. CoRR abs/1708.07021 (2017) - [i1]Mohaiminul Al Nahian, A. S. M. Iftekhar, Mohammad Tariqul Islam, S. M. Mahbubur Rahman, Dimitrios Hatzinakos:
CNN-Based Prediction of Frame-Level Shot Importance for Video Summarization. CoRR abs/1708.07023 (2017)
Coauthor Index
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