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

Volume 19, Issue 3

1255 -- 1256Stephen Kwok-Wing Tsui. Editorial
1257 -- 1266Jiongmin Zhang, Man Zhu, Ying Qian. protein2vec: Predicting Protein-Protein Interactions Based on LSTM
1267 -- 1276Byungkyu Park, Wook Lee, Kyungsook Han. A New Approach to Deriving Prognostic Gene Pairs From Cancer Patient-Specific Gene Correlation Networks
1277 -- 1284Yanbo Li, Yu Lin 0001. DCHap: A Divide-and-Conquer Haplotype Phasing Algorithm for Third-Generation Sequences
1285 -- 1293Chengchuang Lin, Gansen Zhao, Zhirong Yang, Aihua Yin, Jianxin Wang 0001, Li Guo, Hanbiao Chen, Zhaohui Ma, Lei Zhao, Haoyu Luo, Tianxing Wang, Bichao Ding, Xiongwen Pang, Qiren Chen. CIR-Net: Automatic Classification of Human Chromosome Based on Inception-ResNet Architecture
1294 -- 1301Shengtian Sang, Xiaoxia Liu, Xiaoyu Chen, Di Zhao 0003. A Scalable Embedding Based Neural Network Method for Discovering Knowledge From Biomedical Literature
1302 -- 1312Sun-Ah Kim, Nayeon Kang, Taesung Park. Hierarchical Structured Component Analysis for Microbiome Data Using Taxonomy Assignments
1313 -- 1321Ken Hung-On Yu, Xiunan Fang, Haobin Yao, Bond Ng, Tak Kwan Leung, Ling-Ling Wang, Chi-Ho Lin, Agnes Sze Wah Chan, Wai Keung Leung, Suet Yi Leung, Joshua Wing Kei Ho. Evaluation of Experimental Protocols for Shotgun Whole-Genome Metagenomic Discovery of Antibiotic Resistance Genes
1322 -- 1333Yingjun Ma, Tingting He, Yuting Tan, Xingpeng Jiang. Seq-BEL: Sequence-Based Ensemble Learning for Predicting Virus-Human Protein-Protein Interaction
1334 -- 1335Xiuzhen Huang, Yu Zhang, Xuan Guo. Editorial
1336 -- 1343Sina Abdollahi, Peng-Chan Lin, Jung-Hsien Chiang. DiaDeL: An Accurate Deep Learning-Based Model With Mutational Signatures for Predicting Metastasis Stage and Cancer Types
1344 -- 1353Nahim Adnan, Maryam Zand, Tim Hui-Ming Huang, Jianhua Ruan. Construction and Evaluation of Robust Interpretation Models for Breast Cancer Metastasis Prediction
1354 -- 1364Tapas Bhadra, Saurav Mallik, Amir Sohel, Zhongming Zhao. Unsupervised Feature Selection Using an Integrated Strategy of Hierarchical Clustering With Singular Value Decomposition: An Integrative Biomarker Discovery Method With Application to Acute Myeloid Leukemia
1365 -- 1378Lien A. Bui, Dacosta Yeboah, Louis Steinmeister, Sima Azizi, Daniel B. Hier, Donald C. Wunsch, Gayla R. Olbricht, Tayo Obafemi-Ajayi. Heterogeneity in Blood Biomarker Trajectories After Mild TBI Revealed by Unsupervised Learning
1379 -- 1386Elisabetta Manduchi, Trang T. Le, Weixuan Fu, Jason H. Moore. Genetic Analysis of Coronary Artery Disease Using Tree-Based Automated Machine Learning Informed By Biology-Based Feature Selection
1387 -- 1392Jason L. Causey, Jonathan Stubblefield, Jake A. Qualls, Jennifer Fowler, Lingrui Cai, Karl Walker, Yuanfang Guan, Xiuzhen Huang. An Ensemble of U-Net Models for Kidney Tumor Segmentation With CT Images
1393 -- 1402Lechuan Li, Chonghao Zhang, Shiyu Liu, Hannah Guan, Yu Zhang. Age Prediction by DNA Methylation in Neural Networks
1403 -- 1414Madhumita, Sushmita Paul. A Feature Weighting-Assisted Approach for Cancer Subtypes Identification From Paired Expression Profiles
1415 -- 1423Lewei Zhou, Yucong Tang, Guiying Yan. A New Estimation Method for the Biological Interaction Predicting Problems
1424 -- 1434Chengye Zou, Xiaopeng Wei, Qiang Zhang 0008, Changjun Zhou. A Novel Adaptive Linear Neuron Based on DNA Strand Displacement Reaction Network
1435 -- 1448Hao Jiang, Fei Zhan, Congtao Wang, Jianfeng Qiu, Yansen Su, Chunhou Zheng 0001, Xingyi Zhang 0001, Xiangxiang Zeng. A Robust Algorithm Based on Link Label Propagation for Identifying Functional Modules From Protein-Protein Interaction Networks
1449 -- 1458Sanjay S. Bankapur, Nagamma Patil. An Effective Multi-Label Protein Sub-Chloroplast Localization Prediction by Skipped-Grams of Evolutionary Profiles Using Deep Neural Network
1459 -- 1471Liangliang Liu 0001, ShaoJie Tang, Fang-Xiang Wu, Yu-Ping Wang 0002, Jianxin Wang 0001. An Ensemble Hybrid Feature Selection Method for Neuropsychiatric Disorder Classification
1472 -- 1483Maryam Pouryahya, Jung Hun Oh, Pedram Javanmard, James C. Mathews, Zehor Belkhatir, Joseph O. Deasy, Allen R. Tannenbaum. aWCluster: A Novel Integrative Network-Based Clustering of Multiomics for Subtype Analysis of Cancer Data
1484 -- 1494Hu Zhang, Jingsong Chen, Tianhai Tian. Bayesian Inference of Stochastic Dynamic Models Using Early-Rejection Methods Based on Sequential Stochastic Simulations
1495 -- 1506Daiane Aparecida Zuanetti, Luís Aparecido Milan. Bayesian Modeling for Epistasis Analysis Using Data-Driven Reversible Jump
1507 -- 1522Alex M. Ascensión, Marcos J. Araúzo-Bravo. BigMPI4py: Python Module for Parallelization of Big Data Objects Discloses Germ Layer Specific DNA Demethylation Motifs
1523 -- 1530Conghua Wang, Haihong Liu, Zhonghua Miao, Jin Zhou. Circadian Rhythm Regulated by Tumor Suppressor p53 and Time Delay in Unstressed Cells
1531 -- 1544Abhinandan Khan, Goutam Saha 0002, Rajat Kumar Pal. Controlling the Effects of External Perturbations on a Gene Regulatory Network Using Proportional-Integral-Derivative Controller
1545 -- 1557Omid Abbaszadeh, Ali Azarpeyvand, Alireza Khanteymoori, Abbas Bahari. Data-Driven and Knowledge-Based Algorithms for Gene Network Reconstruction on High-Dimensional Data
1558 -- 1569Xiang Liu, Ning Shi, Yan Wang 0049, Zhicheng Ji, Shan He 0001. Data-Driven Boolean Network Inference Using a Genetic Algorithm With Marker-Based Encoding
1570 -- 1582Debasis Gountia, Sudip Roy 0001. Design-for-Trust Techniques for Digital Microfluidic Biochip Layout With Error Control Mechanism⋆*A preliminary version of this paper appeared in the Proc. of IEEE Region 10 Symposium (TENSYMP), 2019 [1]
1583 -- 1591Yashpal Yadav, Sanjeev Narayan Sharma, Devendra Kumar Shakya. Detection of Tandem Repeats in DNA Sequences Using Short-Time Ramanujan Fourier Transform
1592 -- 1602Xiangmao Meng, Ju Xiang, Ruiqing Zheng, Fang-Xiang Wu, Min Li 0007. DPCMNE: Detecting Protein Complexes From Protein-Protein Interaction Networks Via Multi-Level Network Embedding
1603 -- 1614Vahideh Vakil, Wade Trappe. Drug-Resistant Cancer Treatment Strategies Based on the Dynamics of Clonal Evolution and PKPD Modeling of Drug Combinations
1615 -- 1626João Schapke, Anderson R. Tavares, Mariana Recamonde Mendoza. EPGAT: Gene Essentiality Prediction With Graph Attention Networks
1627 -- 1639Jinwang Feng, Shaowu Zhang 0001, Luonan Chen. Extracting ROI-Based Contourlet Subband Energy Feature From the sMRI Image for Alzheimer's Disease Classification
1640 -- 1650Shutao Chen, Lin Zhang, Lin Lu, Jia Meng, Hui Liu. FBCwPlaid: A Functional Biclustering Analysis of Epi-Transcriptome Profiling Data Via a Weighted Plaid Model
1651 -- 1660Jing Wang 0071, Haitao Wang, Hao Shen 0001, Bing Wang, Ju H. Park 0001. Finite-Time $\mathcal {H}_{\infty }$H∞ State Estimation for PDT-Switched Genetic Regulatory Networks With Randomly Occurring Uncertainties
1661 -- 1669Syed Danish Ali, Waleed Alam, Hilal Tayara, Kil To Chong. Identification of Functional piRNAs Using a Convolutional Neural Network
1670 -- 1682Nasrin Akhter, Kazi Lutful Kabir, Gopinath Chennupati, Raviteja Vangara, Boian S. Alexandrov, Hristo N. Djidjev, Amarda Shehu. Improved Protein Decoy Selection via Non-Negative Matrix Factorization
1683 -- 1693Radhika Saraf, Aniruddha Datta, Chao Sima, Jianping Hua, Rosana Lopes, Michael L. Bittner, Tasha Miller, Heather M. Wilson-Robles. In Silico Modeling of the Induction of Apoptosis by Cryptotanshinone in Osteosarcoma Cell Lines
1694 -- 1702Senbiao Fang, Ruoqian Zheng, Chuqi Lei, Jianxin Wang 0001, Renyi Zhou, Min Li 0007. In Silico Prediction of New Mutations That Can Improve the Binding Abilities Between 2019-nCoV Coronavirus and Human ACE2
1703 -- 1714Sheraz Naseer, Waqar Hussain, Yaser Daanial Khan, Nouman Rasool. iPhosS(Deep)-PseAAC: Identification of Phosphoserine Sites in Proteins Using Deep Learning on General Pseudo Amino Acid Compositions
1715 -- 1723Wei Lan, Dehuan Lai, Qingfeng Chen, Ximin Wu, Baoshan Chen, Jin Liu 0012, Jianxin Wang 0001, Yi-Ping Phoebe Chen. LDICDL: LncRNA-Disease Association Identification Based on Collaborative Deep Learning
1724 -- 1733Jinmiao Song, Shengwei Tian, Long Yu, Qimeng Yang, Yan Xing 0004, Chao Zhang, Qiguo Dai, Xiaodong Duan. MD-MLI: Prediction of miRNA-lncRNA Interaction by Using Multiple Features and Hierarchical Deep Learning
1734 -- 1746Yidan Zhang, Lei Duan, Huiru Zheng, Jesse Li-Ling, Ruiqi Qin, Zihao Chen, Chengxin He, Tingting Wang. Mining Similar Aspects for Gene Similarity Explanation Based on Gene Information Network
1747 -- 1759Pei Liu, Jiawei Luo 0001, Xiangtao Chen. miRCom: Tensor Completion Integrating Multi-View Information to Deduce the Potential Disease-Related miRNA-miRNA Pairs
1760 -- 1771Gulden Olgun, Oznur Tastan. miRCoop: Identifying Cooperating miRNAs via Kernel Based Interaction Tests
1772 -- 1781Kai Hakala, Suwisa Kaewphan, Jari Björne, Farrokh Mehryary, Hans Moen, Martti Tolvanen, Tapio Salakoski, Filip Ginter. Neural Network and Random Forest Models in Protein Function Prediction
1782 -- 1793Ruzhang Zhao, Shaojun Pei, Stephen Shing-Toung Yau. New Genome Sequence Detection via Natural Vector Convex Hull Method
1794 -- 1806Trinh Van Giang, Kunihiko Hiraishi. On Attractor Detection and Optimal Control of Deterministic Generalized Asynchronous Random Boolean Networks
1807 -- 1816Yukun Tan, Fernando B. Lima Neto, Ulisses M. Braga-Neto. PALLAS: Penalized mAximum LikeLihood and pArticle Swarms for Inference of Gene Regulatory Networks From Time Series Data
1817 -- 1826Yafeng Zhao, Zhen Chen, Xuan Gao, Wenlong Song, Qiang Xiong, Junfeng Hu, Zhichao Zhang. Plant Disease Detection Using Generated Leaves Based on DoubleGAN
1827 -- 1839Mehrzad Saremi, Maryam Amirmazlaghani. Reconstruction of Gene Regulatory Networks Using Multiple Datasets
1840 -- 1849Fu Liu, Yan Miao, Yun Liu 0003, Tao Hou. RNN-VirSeeker: A Deep Learning Method for Identification of Short Viral Sequences From Metagenomes
1850 -- 1860Hugo López-Fernández, Pedro Duque, Noé Vázquez, Florentino Fdez-Riverola, Miguel Reboiro-Jato, Cristina P. Vieira, Jorge Vieira. SEDA: A Desktop Tool Suite for FASTA Files Processing
1861 -- 1869Yihe Pang, Bin Liu 0014. SelfAT-Fold: Protein Fold Recognition Based on Residue-Based and Motif-Based Self-Attention Networks
1870 -- 1880Cheng-Xian Lin, Haihong Liu, Tonghua Zhang, Yuan Zhang. Stability and Bifurcation Analysis of a Diffusive miR-9/Hes1 Network With Time Delay
1881 -- 1886Pietro Bongini, Neri Niccolai, Alfonso Trezza, Guido Mangiavacchi, Annalisa Santucci, Ottavia Spiga, Monica Bianchini, Simone Gardini. Structural Bioinformatic Survey of Protein-Small Molecule Interfaces Delineates the Role of Glycine in Surface Pocket Formation
1887 -- 1896Malik S. A., Ajaz Hussain Mir. Synchronization of Fractional Order Neurons in Presence of Noise
1897 -- 1908Chengye Zou, Qiang Zhang 0008, Xiaopeng Wei. Synchronization of Hyper-Lorenz System Based on DNA Strand Displacement
1909 -- 1918Yunus Emre Isik, Yasin Görmez, Zafer Aydin, Burcu Bakir-Gungor. The Determination of Distinctive Single Nucleotide Polymorphism Sets for the Diagnosis of Behçet's Disease