Md. Altaf-Ul-Amin

51 papers C 2Journal 22Unranked 26

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	An Approach to Identify Mechanism of Actions of Predicted Natural Antibiotics. BIBM Muhammad Hendrick Sedayu, Ahmad Kamal Nasution, Mahfujul Islam Rumman, Naoaki Ono, Shigehiko Kanaya, Md. Altaf-Ul-Amin
2024	—	`conf`	No-Reference Blurred Image Detection from Colonoscopy Videos Using Walsh-Hadamard Transform and Kolmogorov Smirnov Test. IST Md. Shakhaout Hossain, Naoaki Ono, Shigehiko Kanaya, Md. Altaf-Ul-Amin
2023	J	`jnl`	Ergonomic Risk Prediction for Awkward Postures From 3D Keypoints Using Deep Learning. IEEE Access Md. Shakhaout Hossain, Sami Azam, Asif Karim, Sidratul Montaha, Ryana Quadir, Friso De Boer, Md. Altaf-Ul-Amin
2023	—	`conf`	Investigating Potential Natural Antibiotics Plants Based on Unani Formula Using Supervised Network Analysis and Machine Learning Approach. BIBM Ahmad Kamal Nasution, Naoaki Ono, Shigehiko Kanaya, Md. Altaf-Ul-Amin
2023	J	`jnl`	Learning vector quantized representation for cancer subtypes identification. Comput. Methods Programs Biomed. Zheng Chen, Ziwei Yang, Lingwei Zhu, Peng Gao, Takashi Matsubara, Shigehiko Kanaya, Md. Altaf-Ul-Amin
2023	—	`conf`	Utilizing Contrastive Predictive Coding for the Detection of Epilepsy in EEG Data. GCCE Zihang Wang, Guangxian Zhu, Haohui Jia, Kenta T. Suzuki, Dafang Zhao, Naoaki Ono, Md. Altaf-Ul-Amin, Shigehiko Kanaya
2022	—	`conf`	A Stochastic Coding Method of EEG Signals for Sleep Stage Classification. SOCC Guangxian Zhu, Huijia Wang, Yirong Kan, Zheng Chen, Ming Huang, Md. Altaf-Ul-Amin, Naoaki Ono, Shigehiko Kanaya, Renyuan Zhang, Yasuhiko Nakashima
2022	—	`conf`	Algorithm Cocktail Approach for Predicting Body Constitution and Bias Recovery. LifeTech Guang Shi, Zheng Chen, Ming Huang, Renyuan Zhang, Naoaki Ono, Md. Altaf-Ul-Amin, Shigehiko Kanaya
2022	J	`jnl`	Cancer Subtyping by Improved Transcriptomic Features Using Vector Quantized Variational Autoencoder. CoRR Zheng Chen, Ziwei Yang, Lingwei Zhu, Guang Shi, Kun Yue, Takashi Matsubara, Shigehiko Kanaya, Md. Altaf-Ul-Amin
2022	—	`conf`	Cancer Subtyping via Embedded Unsupervised Learning on Transcriptomics Data. EMBC Ziwei Yang, Lingwei Zhu, Zheng Chen, Ming Huang, Naoaki Ono, Md. Altaf-Ul-Amin, Shigehiko Kanaya
2022	J	`jnl`	Cancer Subtyping via Embedded Unsupervised Learning on Transcriptomics Data. CoRR Ziwei Yang, Lingwei Zhu, Zheng Chen, Ming Huang, Naoaki Ono, Md. Altaf-Ul-Amin, Shigehiko Kanaya
2022	—	`conf`	Deep Learning-Based Sleep Staging with Acceleration and Heart Rate Data of a Consumer Wearable Device. LifeTech Sota Kudo, Zheng Chen, Naoaki Ono, Md. Altaf-Ul-Amin, Shigehiko Kanaya, Ming Huang
2022	J	`jnl`	Enhancement on Model Interpretability and Sleep Stage Scoring Performance with A Novel Pipeline Based on Deep Neural Network. CoRR Zheng Chen, Ziwei Yang, Ming Huang, Toshiyo Tamura, Naoaki Ono, Md. Altaf-Ul-Amin, Shigehiko Kanaya
2022	—	`conf`	Feature Extraction and Unsupervised Clustering of Histopathological Images of Pancreatic Cancer Using Information Maximization. GCCE Mahfujul Islam Rumman, Naoaki Ono, Kenoki Ohuchida, Md. Altaf-Ul-Amin, Ming Huang, Shigehiko Kanaya
2022	—	`conf`	Hierarchical Categorical Generative Modeling for Multi-omics Cancer Subtyping. BIBM Ziwei Yang, Lingwei Zhu, Chen Li, Zheng Chen, Naoki Ono, Md. Altaf-Ul-Amin, Shigehiko Kanaya
2022	C	`conf`	Prediction of Potential Natural Antibiotics based on Jamu Formula Using Machine Learning Approach. BIBE Ahmad Kamal Nasution, Sony Hartono Wijaya, Ming Huang, Naoaki Ono, Shigehiko Kanaya, Md. Altaf-Ul-Amin
2022	—	`conf`	Reconciling of the distances in physical space and latent feature space for complex activity modeling. LifeTech Yongxin Zhang, Naoaki Ono, Md. Altaf-Ul-Amin, Shigehiko Kanaya, Ming Huang
2022	—	`conf`	Straightforward Clustering and Identification of Morphological-Level Pancreatic Carcinoma. GCCE Guangxian Zhu, Huijia Wang, Ming Huang, Md. Altaf-Ul-Amin, Naoaki Ono, Shigehiko Kanaya
2021	J	`jnl`	A Real-Time Portable IoT System for Telework Tracking. Frontiers Digit. Health Yongxin Zhang, Zheng Chen, Haoyu Tian, Koshiro Kido, Naoaki Ono, Wei Chen, Toshiyo Tamura, Md. Altaf-Ul-Amin, Shigehiko Kanaya, Ming Huang
2021	—	`conf`	An Approach to Construct and Validate TCM Dataset Effective against Bacterial Pneumonia. LifeTech Pei Gao, Zheng Chen, Ming Huang, Naoaki Ono, Shigehiko Kanaya, Md. Altaf-Ul-Amin
2021	—	`conf`	An End-to-End Sleep Staging Simulator Based on Mixed Deep Neural Networks. BIBM Zheng Chen, Ziwei Yang, Dong Wang, Ming Huang, Naoaki Ono, Md. Altaf-Ul-Amin, Shigehiko Kanaya
2021	—	`conf`	An Integrated Multi-Omics Approach for AMR Phenotype Prediction of Gut Microbiota. BIBM Pei Gao, Zheng Chen, Dong Wang, Ming Huang, Naoaki Ono, Md. Altaf-Ul-Amin, Shigehiko Kanaya
2021	J	`jnl`	DPClusSBO: An integrated software for clustering of simple and bipartite graphs. SoftwareX Mohammad Bozlul Karim, Shigehiko Kanaya, Md. Altaf-Ul-Amin
2021	J	`jnl`	Development of a biomarker database toward performing disease classification and finding disease interrelations. Database J. Biol. Databases Curation Shaikh Farhad Hossain, Ming Huang, Naoaki Ono, Aki Morita, Shigehiko Kanaya, Md. Altaf-Ul-Amin
2021	—	`conf`	Exploring Feasibility of Truth-Involved Automatic Sleep Staging Combined with Transformer. BIBM Ziwei Yang, Dong Wang, Zheng Chen, Ming Huang, Naoaki Ono, Md. Altaf-Ul-Amin, Shigehiko Kanaya
2021	—	`conf`	Feasibility Analysis of Symbolic Representation for Single-Channel EEG-Based Sleep Stages. EMBC Zheng Chen, Pei Gao, Ming Huang, Naoaki Ono, Md. Altaf-Ul-Amin, Shigehiko Kanaya
2021	J	`jnl`	Kinematics approach with neural networks for early detection of sepsis (KANNEDS). BMC Medical Informatics Decis. Mak. Márcio Freire Cruz, Naoaki Ono, Ming Huang, Md. Altaf-Ul-Amin, Shigehiko Kanaya, Carlos Arthur Mattos Teixeira Cavalcante
2021	—	`conf`	Prediction of Body Constitutions through Life-Style for Health Guidance. LifeTech Guang Shi, Zheng Chen, Shigehiko Kanaya, Md. Altaf-Ul-Amin, Naoaki Ono, Ming Huang
2021	J	`jnl`	The feasibility of predicting impending malignant ventricular arrhythmias by using nonlinear features of short heartbeat intervals. Comput. Methods Programs Biomed. Zheng Chen, Naoaki Ono, Wei Chen, Toshiyo Tamura, Md. Altaf-Ul-Amin, Shigehiko Kanaya, Ming Huang
2020	J	`jnl`	BiClusO: A Novel Biclustering Approach and Its Application to Species-VOC Relational Data. IEEE ACM Trans. Comput. Biol. Bioinform. Mohammad Bozlul Karim, Ming Huang, Naoaki Ono, Shigehiko Kanaya, Md. Altaf-Ul-Amin
2020	—	`conf`	iVAE: An Improved Deep Learning Structure for EEG Signal Characterization and Reconstruction. BIBM Zheng Chen, Naoaki Ono, Md. Altaf-Ul-Amin, Shigehiko Kanaya, Ming Huang
2019	J	`jnl`	A Novel CNN-Based Framework for Classification of Signal Quality and Sleep Position from a Capacitive ECG Measurement. Sensors Koshiro Kido, Toshiyo Tamura, Naoaki Ono, Md. Altaf-Ul-Amin, Masaki Sekine, Shigehiko Kanaya, Ming Huang
2019	J	`jnl`	Classification of alkaloids according to the starting substances of their biosynthetic pathways using graph convolutional neural networks. BMC Bioinform. Ryohei Eguchi, Naoaki Ono, Aki Hirai, Tetsuo Katsuragi, Satoshi Nakamura, Ming Huang, Md. Altaf-Ul-Amin, Shigehiko Kanaya
2019	J	`jnl`	Implementation of BiClusO and its comparison with other biclustering algorithms. Appl. Netw. Sci. Mohammad Bozlul Karim, Shigehiko Kanaya, Md. Altaf-Ul-Amin
2019	C	`conf`	Inter Disease Relations Based on Human Biomarkers by Network Analysis. BIBE Shaikh Farhad Hossain, Ming Huang, Naoaki Ono, Shigehiko Kanaya, Md. Altaf-Ul-Amin
2019	—	`ch.`	Investigating Metabolic Pathways and Networks. Encyclopedia of Bioinformatics and Computational Biology (3) Md. Altaf-Ul-Amin, Shigehiko Kanaya, Zeti-Azura Mohamed-Hussein
2019	—	`conf`	The Feasibility of Arrhythmias Detection from A Capacitive ECG Measurement Using Convolutional Neural Network. EMBC Koshiro Kido, Naoaki Ono, Md. Altaf-Ul-Amin, Shigehiko Kanaya, Ming Huang
2018	J	`jnl`	An integrative network-based approach to identify novel disease genes and pathways: a case study in the context of inflammatory bowel disease. BMC Bioinform. Ryohei Eguchi, Mohammad Bozlul Karim, Pingzhao Hu, Tetsuo Sato, Naoaki Ono, Shigehiko Kanaya, Md. Altaf-Ul-Amin
2018	J	`jnl`	Classification of lung adenocarcinoma transcriptome subtypes from pathological images using deep convolutional networks. Int. J. Comput. Assist. Radiol. Surg. Victor Andrew A. Antonio, Naoaki Ono, Akira Saito, Tetsuo Sato, Md. Altaf-Ul-Amin, Shigehiko Kanaya
2018	—	`conf`	Comparison of BiClusO with Five Different Biclustering Algorithms Using Biological and Synthetic Data. COMPLEX NETWORKS (2) Mohammad Bozlul Karim, Shigehiko Kanaya, Md. Altaf-Ul-Amin
2016	J	`jnl`	Finding an appropriate equation to measure similarity between binary vectors: case studies on Indonesian and Japanese herbal medicines. BMC Bioinform. Sony Hartono Wijaya, Farit Mochamad Afendi, Irmanida Batubara, Latifah K. Darusman, Md. Altaf-Ul-Amin, Shigehiko Kanaya
2016	J	`jnl`	Integrated pathway-based transcription regulation network mining and visualization based on gene expression profiles. J. Biomed. Informatics Nelson Kibinge, Naoaki Ono, Masafumi Horie, Tetsuo Sato, Tadao Sugiura, Md. Altaf-Ul-Amin, Akira Saito, Shigehiko Kanaya
2012	J	`jnl`	PCDq: human protein complex database with quality index which summarizes different levels of evidences of protein complexes predicted from H-Invitational protein-protein interactions integrative dataset. BMC Syst. Biol. Shingo Kikugawa, Kensaku Nishikata, Katsuhiko Murakami, Yoshiharu Sato, Mami Suzuki, Md. Altaf-Ul-Amin, Shigehiko Kanaya, Tadashi Imanishi
2010	—	`conf`	System Biology Approach for Elucidating the Relationship Between Indonesian Herbal Plants and the Efficacy of Jamu. ICDM Workshops Farit Mochamad Afendi, Latifah K. Darusman, Aki Hirai, Md. Altaf-Ul-Amin, Hiroki Takahashi, Kensuke Nakamura, Shigehiko Kanaya
2007	J	`jnl`	Comparison of Protein Complexes Predicted from PPI Networks by DPClus and Newman Clustering Algorithms. Inf. Media Technol. Hisashi Tuji, Md. Altaf-Ul-Amin, Masanori Arita, Hirokazu Nishio, Yoko Shinbo, Ken Kurokawa, Shigehiko Kanaya
2007	J	`jnl`	Elucidating Conservation of Genes in Multiple Genomes Based on Graphs Configured by Bidirectional Best-Hit Relationships. Inf. Media Technol. Hijiri Maeno, Md. Altaf-Ul-Amin, Yoko Shinbo, Ken Kurokawa, Naotake Ogasawara, Shigehiko Kanaya
2006	J	`jnl`	Development and implementation of an algorithm for detection of protein complexes in large interaction networks. BMC Bioinform. Md. Altaf-Ul-Amin, Yoko Shinbo, Kenji Mihara, Ken Kurokawa, Shigehiko Kanaya
2005	—	`conf`	Prediction of Protein Functions Based on Protein-Protein Interaction Networks: A Min-Cut Approach. ICDE Workshops Md. Altaf-Ul-Amin, Toshihiro Koma, Ken Kurokawa, Shigehiko Kanaya
2001	—	`conf`	Design for Hierarchical Two-Pattern Testability of Data Paths. Asian Test Symposium Md. Altaf-Ul-Amin, Satoshi Ohtake, Hideo Fujiwara
1999	—	`conf`	VHDL Design of a Test Processor Based on Mixed-Mode Test Generation. Great Lakes Symposium on VLSI Md. Altaf-Ul-Amin, Zahari Mohamed Darus
1998	—	`conf`	An Off-Chip Current Sensor for IDDQ Testing of CMOS ICs. Asian Test Symposium Md. Altaf-Ul-Amin, Zahari Mohamed Darus