Journal: IEEE/ACM Trans. Comput. Biology Bioinform.

Volume 19, Issue 4

1919 -- 0Jian Ma 0004. Guest Editorial for Selected Papers From ACM-BCB 2019
1920 -- 1932Yue Guo, Oleh Krupa, Jason L. Stein, Guorong Wu 0001, Ashok K. Krishnamurthy. SAU-Net: A Unified Network for Cell Counting in 2D and 3D Microscopy Images
1933 -- 1945John Lazarsfeld, Jonathan Rodríguez, Mert Erden, Yuelin Liu, Lenore J. Cowen. Majority Vote Cascading: A Semi-Supervised Framework for Improving Protein Function Prediction
1946 -- 1955Mira Barshai, Alice Aubert, Yaron Orenstein. G4detector: Convolutional Neural Network to Predict DNA G-Quadruplexes
1956 -- 1967Pietro Pinoli, Gaia Ceddia, Stefano Ceri, Marco Masseroli. Predicting Drug Synergism by Means of Non-Negative Matrix Tri-Factorization
1968 -- 1985Yang Qiu, Yang Zhang, Yifan Deng, Shichao Liu, Wen Zhang 0008. A Comprehensive Review of Computational Methods For Drug-Drug Interaction Detection
1986 -- 1992Yuanying Zhuang, Xiangrong Liu, Yue Zhong, Longxin Wu. A Deep Ensemble Predictor for Identifying Anti-Hypertensive Peptides Using Pretrained Protein Embedding
1993 -- 2002Xingyi Li, Ju Xiang, Fang-Xiang Wu, Min Li 0007. A Dual Ranking Algorithm Based on the Multiplex Network for Heterogeneous Complex Disease Analysis
2003 -- 2016XiBin Jia, Zheng Sun, Qing Mi, Zhenghan Yang, Dawei Yang. A Multimodality-Contribution-Aware TripNet for Histologic Grading of Hepatocellular Carcinoma
2017 -- 2025Shiming Wang, Jie Li 0055, Yadong Wang, Liran Juan. A Neighborhood-Based Global Network Model to Predict Drug-Target Interactions
2026 -- 2038Xiaojian Ding, Fan Yang 0071, Yaoyi Zhong, Jie Cao. A Novel Recursive Gene Selection Method Based on Least Square Kernel Extreme Learning Machine
2039 -- 2048Anik Chaudhuri, Anwoy Kumar Mohanty, Manoranjan Satpathy. A Parallelizable Model for Analyzing Cancer Tissue Heterogeneity
2049 -- 2059Cunmei Ji, Yutian Wang, Zhen Gao, Lei Li, Jiancheng Ni, Chunhou Zheng 0001. A Semi-Supervised Learning Method for MiRNA-Disease Association Prediction Based on Variational Autoencoder
2060 -- 2070Raktim Kumar Mondol, Nhan Duy Truong, Mohammad Reza, Samuel Ippolito, Esmaeil Ebrahimie, Omid Kavehei. AFExNet: An Adversarial Autoencoder for Differentiating Breast Cancer Sub-Types and Extracting Biologically Relevant Genes
2071 -- 2079Jingjing Ma, Haitao Jiang, Daming Zhu, Runmin Yang. Algorithms and Hardness for Scaffold Filling to Maximize Increased Duo-Preservations
2080 -- 2091Atheer A. Matroud, Christopher P. Tuffley, Michael D. Hendy. An Asymmetric Alignment Algorithm for Estimating Ancestor-Descendant Edit Distance for Tandem Repeats
2092 -- 2110Qichang Zhao, Mengyun Yang, Zhongjian Cheng, Yaohang Li, Jianxin Wang 0001. Biomedical Data and Deep Learning Computational Models for Predicting Compound-Protein Relations
2111 -- 2123Debraj Ghosh, Rajat K. De. Block Search Stochastic Simulation Algorithm (BlSSSA): A Fast Stochastic Simulation Algorithm for Modeling Large Biochemical Networks
2124 -- 2136Ritabrata Sanyal, Devroop Kar, Ram Sarkar. Carcinoma Type Classification From High-Resolution Breast Microscopy Images Using a Hybrid Ensemble of Deep Convolutional Features and Gradient Boosting Trees Classifiers
2137 -- 2148Lopamudra Dey, Anirban Mukhopadhyay 0001. Compact Genetic Algorithm-Based Feature Selection for Sequence-Based Prediction of Dengue-Human Protein Interactions
2149 -- 2157Changli Feng, Jin Wu, Haiyan Wei, Lei Xu, Quan Zou 0001. CRCF: A Method of Identifying Secretory Proteins of Malaria Parasites
2158 -- 2165Cheng-Hong Yang 0001, Kuo-Chuan Wu, Li-Yeh Chuang, Hsueh-Wei Chang. DeepBarcoding: Deep Learning for Species Classification Using DNA Barcoding
2166 -- 2176Guoxian Yu, Yeqian Yang, Yangyang Yan, Maozu Guo 0001, Xiangliang Zhang 0001, Jun Wang 0035. DeepIDA: Predicting Isoform-Disease Associations by Data Fusion and Deep Neural Networks
2177 -- 2187Jun Wang 0035, Long Zhang, An Zeng, Dawen Xia, Jiantao Yu, Guoxian Yu. DeepIII: Predicting Isoform-Isoform Interactions by Deep Neural Networks and Data Fusion
2188 -- 2196Zhonghao Liu, Jing Jin, Yuxin Cui, Zheng Xiong, Alireza Nasiri, Yong Zhao 0014, Jianjun Hu. DeepSeqPanII: An Interpretable Recurrent Neural Network Model With Attention Mechanism for Peptide-HLA Class II Binding Prediction
2197 -- 2207Betül Güvenç Paltun, Samuel Kaski, Hiroshi Mamitsuka. DIVERSE: Bayesian Data IntegratiVE Learning for Precise Drug ResponSE Prediction
2208 -- 2218Zhongjian Cheng, Cheng Yan, Fang-Xiang Wu, Jianxin Wang 0001. Drug-Target Interaction Prediction Using Multi-Head Self-Attention and Graph Attention Network
2219 -- 2230Dongyuan Li, Shuyao Zhang, Xiaoke Ma. Dynamic Module Detection in Temporal Attributed Networks of Cancers
2231 -- 2240Chuang Liu 0001, Yao Dai, Keping Yu, Zi-Ke Zhang. Enhancing Cancer Driver Gene Prediction by Protein-Protein Interaction Network
2241 -- 2251Yan Wang, Lei Zhang 0005, Xin Shu, Yangqin Feng, Zhang Yi 0001, Qing Lv. Feature-Sensitive Deep Convolutional Neural Network for Multi-Instance Breast Cancer Detection
2252 -- 2263Nikhilanand Arya, Sriparna Saha 0001. Generative Incomplete Multi-View Prognosis Predictor for Breast Cancer: GIMPP
2264 -- 2271Ana B. O. V. Silva, Eduardo J. Spinosa. Graph Convolutional Auto-Encoders for Predicting Novel lncRNA-Disease Associations
2272 -- 2283Fadi N. Sibai, Ali El-Moursy, Abu Asaduzzaman, Sohaib Majzoub. Hardware Acceleration of the STRIKE String Kernel Algorithm for Estimating Protein to Protein Interactions
2284 -- 2293Ning Wang, Jun Zhang, Bin Liu 0014. IDRBP-PPCT: Identifying Nucleic Acid-Binding Proteins Based on Position-Specific Score Matrix and Position-Specific Frequency Matrix Cross Transformation
2294 -- 2304Xiaoqiang Xu, Ping Xuan, Tiangang Zhang, Bingxu Chen, Nan Sheng. Inferring Drug-Target Interactions Based on Random Walk and Convolutional Neural Network
2305 -- 2312Meng Wang 0027. Inherent Nonlinear Distribution of High-Dimensional Genotypic Data Identified as a Possible Source of Confounding Factors in Population Structure Analysis
2313 -- 2323Kevin B. Dsouza, Adam Y. Li, Vijay K. Bhargava, Maxwell W. Libbrecht. Latent Representation of the Human Pan-Celltype Epigenome Through a Deep Recurrent Neural Network
2324 -- 2333Shahabeddin Sotudian, Ioannis Ch. Paschalidis. Machine Learning for Pharmacogenomics and Personalized Medicine: A Ranking Model for Drug Sensitivity Prediction
2334 -- 2344Halil Ibrahim Kuru, Oznur Tastan, A. Ercument Cicek. MatchMaker: A Deep Learning Framework for Drug Synergy Prediction
2345 -- 2355Pampa Howladar, Pranab Roy, Hafizur Rahaman 0001. MEDA Based Biochips: Detection, Prevention and Rectification Techniques for Cyberphysical Attacks
2356 -- 2364Ji Hwan Moon, Sangseon Lee, Minwoo Pak, Benjamin Hur, Sun Kim. MLDEG: A Machine Learning Approach to Identify Differentially Expressed Genes Using Network Property and Network Propagation
2365 -- 2376Keqin Peng, Chuantao Yin, Wenge Rong, Chenghua Lin, Deyu Zhou, Zhang Xiong 0001. Named Entity Aware Transfer Learning for Biomedical Factoid Question Answering
2377 -- 2384Aleksandar Poleksic. Overcoming Sparseness of Biomedical Networks to Identify Drug Repositioning Candidates
2385 -- 2398Qinlong Huang, Wei Yue 0004, Yixian Yang, Lixuan Chen. P2GT: Fine-Grained Genomic Data Access Control With Privacy-Preserving Testing in Cloud Computing
2399 -- 2408Yueyue Wang, Xiujuan Lei, Cheng Lu, Yi Pan 0001. Predicting Microbe-Disease Association Based on Multiple Similarities and LINE Algorithm
2409 -- 2419Zhaowei Wang, Qiguo Dai, Jinmiao Song, Xiaodong Duan, Hongpeng Yang, Ziqi Yang. Predicting RBP Binding Sites of RNA With High-Order Encoding Features and CNN-BLSTM Hybrid Model
2420 -- 2430Ying-Lian Gao, Ming-Juan Wu, Jin-Xing Liu, Chun-Hou Zheng 0001, Juan Wang 0003. Robust Principal Component Analysis Based On Hypergraph Regularization for Sample Clustering and Co-Characteristic Gene Selection
2431 -- 2441Yiqing Shen 0003, Jing Ke. Sampling Based Tumor Recognition in Whole-Slide Histology Image With Deep Learning Approaches
2442 -- 2453Mengting Niu, Quan Zou 0001. SgRNA-RF: Identification of SgRNA On-Target Activity With Imbalanced Datasets
2454 -- 2462Riku Walve, Simon J. Puglisi, Leena Salmela. Space-Efficient Indexing of Spaced Seeds for Accurate Overlap Computation of Raw Optical Mapping Data
2463 -- 2470Jon X. Genty, Md. Rafiul Amin, Natalie D. Shaw, Elizabeth B. Klerman, Rose T. Faghih. Sparse Deconvolution of Pulsatile Growth Hormone Secretion in Adolescents
2471 -- 2483Changyong Yu, Keming Mao, Yuhai Zhao, Cheng Chang, Guoren Wang. StLiter: A Novel Algorithm to Iteratively Build the Compacted de Bruijn Graph From Many Complete Genomes
2484 -- 2498Qi Li 0016, Tijana Milenkovic. Supervised Prediction of Aging-Related Genes From a Context-Specific Protein Interaction Subnetwork
2499 -- 2511Sara Sadat Aghamiri, Franck Delaplace. TaBooN Boolean Network Synthesis Based on Tabu Search
2512 -- 2522Yanglan Gan, Ning Li, Cheng Guo, Guobing Zou, Jihong Guan, Shuigeng Zhou. TiC2D: Trajectory Inference From Single-Cell RNA-Seq Data Using Consensus Clustering
2523 -- 2532Yu Liu, Ao Li 0001, Jiangshu Liu, Gang Meng, Minghui Wang. TSDLPP: A Novel Two-Stage Deep Learning Framework For Prognosis Prediction Based on Whole Slide Histopathological Images
2533 -- 2544Zeeshan Abbas, Hilal Tayara, Kil To Chong. ZayyuNet - A Unified Deep Learning Model for the Identification of Epigenetic Modifications Using Raw Genomic Sequences