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

Volume 19, Issue 6

3068 -- 3069Da Yan 0001, Zhaohui S. Qin, Debswapna Bhattacharya, Jake Y. Chen. Guest Editorial for Selected Papers From BIOKDD 2021
3070 -- 3080Cheng Ye, Rowan Swiers, Stephen Bonner, Ian P. Barrett. A Knowledge Graph-Enhanced Tensor Factorisation Model for Discovering Drug Targets
3081 -- 3092Ngan Dong, Stefanie Mücke, Megha Khosla. MuCoMiD: A Multitask Graph Convolutional Learning Framework for miRNA-Disease Association Prediction
3093 -- 3102Raquel Aoki, Frederick Tung, Gabriel L. Oliveira. Heterogeneous Multi-Task Learning With Expert Diversity
3103 -- 3113Emre Sefer. BioCode: A Data-Driven Procedure to Learn the Growth of Biological Networks
3114 -- 3123Kingshuk Mukherjee, Daniel Dole-Muinos, Massimiliano Rossi 0001, Ayomide Ajayi, Mattia C. F. Prosperi, Christina Boucher. Finding Overlapping Rmaps via Clustering
3124 -- 3125De-Shuang Huang, Kyungsook Han, Tatsuya Akutsu. Guest Editorial for Special Section on the 16th International Conference on Intelligent Computing (ICIC)
3126 -- 3134Tengsheng Jiang, Yuhui Chen, Shixuan Guan, Zhongtian Hu, Weizhong Lu, Qiming Fu 0001, Yijie Ding, Haiou Li, Hongjie Wu. G Protein-Coupled Receptor Interaction Prediction Based on Deep Transfer Learning
3135 -- 3143Hsin-Hung Chou, Ching-Tien Hsu, Chin-Wei Hsu, Kai-Hsun Yao, Hao-Ching Wang, Sun-Yuan Hsieh. Novel Algorithm for Improved Protein Classification Using Graph Similarity
3144 -- 3153Qinhu Zhang, Yindong Zhang, Siguo Wang, Zhan-Heng Chen, Valeriya V. Gribova, Vladimir Fedorovich Filaretov, De-Shuang Huang. Predicting In-Vitro DNA-Protein Binding With a Spatially Aligned Fusion of Sequence and Shape
3154 -- 3159Min Fang, Yufeng He, Zhihua Du, Vladimir N. Uversky. DeepCLD: An Efficient Sequence-Based Predictor of Intrinsically Disordered Proteins
3160 -- 3170Xinguo Lu, Jinxin Li, Zhenghao Zhu, Yue Yuan, Guanyuan Chen, Keren He. Predicting miRNA-Disease Associations via Combining Probability Matrix Feature Decomposition With Neighbor Learning
3171 -- 3178Qing-Wen Wu, Rui-Fen Cao, Jun-Feng Xia, Jian-Cheng Ni, Chunhou Zheng 0001, Yan-Sen Su. Extra Trees Method for Predicting LncRNA-Disease Association Based On Multi-Layer Graph Embedding Aggregation
3179 -- 3189Bo Li, Yihui Tian, Yang Tian, Shihua Zhang, Xiaolong Zhang 0002. Predicting Cancer Lymph-Node Metastasis From LncRNA Expression Profiles Using Local Linear Reconstruction Guided Distance Metric Learning
3190 -- 3201Wen Li, Shu-Lin Wang, Junlin Xu, Ju Xiang. Inferring Latent MicroRNA-Disease Associations on a Gene-Mediated Tripartite Heterogeneous Multiplexing Network
3202 -- 3212Yulian Xie, Min Liu 0008, Shirui Zhou, Yaonan Wang. A Deep Local Patch Matching Network for Cell Tracking in Microscopy Image Sequences Without Registration
3213 -- 3223Zhanpeng Huang, Wu Jiekang. A Multiview Clustering Method With Low-Rank and Sparsity Constraints for Cancer Subtyping
3224 -- 3232Nassima Aleb. A Mutual Attention Model for Drug Target Binding Affinity Prediction
3233 -- 3245Jianshen Zhu, Naveed Ahmed Azam, Fan Zhang, Aleksandar Shurbevski, Kazuya Haraguchi, Liang Zhao 0013, Hiroshi Nagamochi, Tatsuya Akutsu. A Novel Method for Inferring Chemical Compounds With Prescribed Topological Substructures Based on Integer Programming
3246 -- 3254Yueran Yang, Yu Zhang, Shuai Li 0010, Xubin Zheng, Man Hon Wong 0001, Kwong-Sak Leung, Lixin Cheng. A Robust and Generalizable Immune-Related Signature for Sepsis Diagnostics
3255 -- 3262Xinzhe Ni, Bohao Geng, Haoyu Zheng, Jiawei Shi, Gang Hu, Jianzhao Gao. Accurate Estimation of Single-Cell Differentiation Potency Based on Network Topology and Gene Ontology Information
3263 -- 3271Yiming Li, Min Zeng, Yifan Wu, Yaohang Li, Min Li 0007. Accurate Prediction of Human Essential Proteins Using Ensemble Deep Learning
3272 -- 3280Jingshu Bi, Yuanjie Zheng, Chongjing Wang, Yanhui Ding. An Attention Based Bidirectional LSTM Method to Predict the Binding of TCR and Epitope
3281 -- 3294Sepideh Mazrouee. ARHap: Association Rule Haplotype Phasing
3295 -- 3306Jiani Ma, Lin Zhang, Shaojie Li, Hui Liu. 7G) Site-Disease Association Prediction
3307 -- 3316Ghazaleh Parvini, Katherine Braught, David Fernández-Baca. Checking Phylogenetics Decisiveness in Theory and in Practice
3317 -- 3331Enzo Battistella, Maria Vakalopoulou, Roger Sun, Théo Estienne, Marvin Lerousseau, Sergey Nikolaev, Emilie Alvarez Andres, Alexandre Carré, Stéphane Niyoteka, Charlotte Robert, Nikos Paragios, Eric Deutsch. COMBING: Clustering in Oncology for Mathematical and Biological Identification of Novel Gene Signatures
3332 -- 3339Aanchal Mongia, Émilie Chouzenoux, Angshul Majumdar. Computational Prediction of Drug-Disease Association Based on Graph-Regularized One Bit Matrix Completion
3340 -- 3352Omar Shetta, Mahesan Niranjan, Srinandan Dasmahapatra. Convex Multi-View Clustering Via Robust Low Rank Approximation With Application to Multi-Omic Data
3353 -- 3365Mattias Åkesson, Prashant Singh, Fredrik Wrede, Andreas Hellander. Convolutional Neural Networks as Summary Statistics for Approximate Bayesian Computation
3366 -- 3373Xiao-ye, Yulin Wu, Jiangsheng Pi, Hong Li, Bo Liu, Yadong Wang, Junyi Li. Deepgmd: A Graph-Neural-Network-Based Method to Detect Gene Regulator Module
3374 -- 3383Salma Alzahrani, Christopher Applegate, David Swarbreck, Tamas Dalmay, Leighton Folkes, Vincent Moulton. Degradome Assisted Plant MicroRNA Prediction Under Alternative Annotation Criteria
3384 -- 3394Qiang Yin, Yanfen Zheng, Bin Wang 0005, Qiang Zhang 0008. Design of Constraint Coding Sets for Archive DNA Storage
3395 -- 3403Fansen Xie, Ziqi Yang, Jinmiao Song, Qiguo Dai, Xiaodong Duan. DHNLDA: A Novel Deep Hierarchical Network Based Method for Predicting lncRNA-Disease Associations
3404 -- 3415Changyong Yu, Yuhai Zhao, Chu Zhao, Haitao Ma, Guoren Wang. DiagAF: A More Accurate and Efficient Pre-Alignment Filter for Sequence Alignment
3416 -- 3424Vladimír Boza, Peter Peresíni, Brona Brejová, Tomás Vinar. Dynamic Pooling Improves Nanopore Base Calling Accuracy
3425 -- 3434Ruiyi Li, Zhiye Wang, Jihong Guan, Shuigeng Zhou. Effectively Clustering Single Cell RNA Sequencing Data by Sparse Representation
3435 -- 3443Shuai Liu 0017, Xinran Xu, Zhihao Yang, Xiaohan Zhao, Shichao Liu, Wen Zhang 0008. EPIHC: Improving Enhancer-Promoter Interaction Prediction by Using Hybrid Features and Communicative Learning
3444 -- 3455Miika Leinonen, Leena Salmela. Extraction of Long k-mers Using Spaced Seeds
3456 -- 3468Lihong Peng, Chang Wang, Xiongfei Tian, Liqian Zhou, Keqin Li 0001. Finding lncRNA-Protein Interactions Based on Deep Learning With Dual-Net Neural Architecture
3469 -- 3481Subhasree Majumder, Yogita Thakran, Vipin Pal, Kuldeep Singh 0002. Fuzzy and Rough Set Theory Based Computational Framework for Mining Genetic Interaction Triplets From Gene Expression Profiles for Lung Adenocarcinoma
3482 -- 3496S. Karen Khatamifard, Zamshed I. Chowdhury, Nakul Pande, Meisam Razaviyayn, Chris H. Kim, Ulya R. Karpuzcu. GeNVoM: Read Mapping Near Non-Volatile Memory
3497 -- 3506Rui Yin, Nyi Nyi Thwin, Pei Zhuang, Zhuoyi Lin, Chee-Keong Kwoh 0001. IAV-CNN: A 2D Convolutional Neural Network Model to Predict Antigenic Variants of Influenza A Virus
3507 -- 3516Lei Wang 0069, Jiaxin Peng, Linai Kuang, Yihong Tan, Zhiping Chen. Identification of Essential Proteins Based on Local Random Walk and Adaptive Multi-View Multi-Label Learning
3517 -- 3529Haohao Zhou, Hao Wang, Jijun Tang, Yijie Ding, Fei Guo 0001. Identify ncRNA Subcellular Localization via Graph Regularized $k$k-Local Hyperplane Distance Nearest Neighbor Model on Multi-Kernel Learning
3530 -- 3538Wei Lan, Yi Dong, Qingfeng Chen, Jin Liu 0012, Jianxin Wang 0001, Yi-Ping Phoebe Chen, Shirui Pan. IGNSCDA: Predicting CircRNA-Disease Associations Based on Improved Graph Convolutional Network and Negative Sampling
3539 -- 3552Feng Shi 0003, Hangcheng Li, Guozhen Rong, Zhen Zhang 0025, Jianxin Wang 0001. Improved Fixed-Parameter Algorithm for the Tree Containment Problem on Unrooted Phylogenetic Network
3553 -- 3563Tejas Prashanth, Snehanshu Saha, Sumedh Basarkod, Suraj Aralihalli, Soma S. Dhavala, Sriparna Saha 0001, Raviprasad Aduri. LipGene: Lipschitz Continuity Guided Adaptive Learning Rates for Fast Convergence on Microarray Expression Data Sets
3564 -- 3577Borja Freire, Susana Ladra, José R. Paramá. Memory-Efficient Assembly Using Flye
3578 -- 3585Dayun Liu, Junyi Liu, Yi Luo, Qihua He, Lei Deng 0002. MGATMDA: Predicting Microbe-Disease Associations via Multi-Component Graph Attention Network
3586 -- 3594Jacob Barger, Badri Adhikari. New Labeling Methods for Deep Learning Real-Valued Inter-Residue Distance Prediction
3595 -- 3603Anni Zhou, Raheem Beyah, Rishikesan Kamaleswaran. OnAI-Comp: An Online AI Experts Competing Framework for Early Sepsis Detection
3604 -- 3613Lei Li, Zhen Gao, Chun-Hou Zheng 0001, Rong Qi, Yu-Tian Wang, Jian-Cheng Ni. Predicting miRNA-Disease Association Based on Improved Graph Regression
3614 -- 3623Fang Jing, Shaowu Zhang 0001, Shihua Zhang. Prediction of Transcription Factor Binding Sites With an Attention Augmented Convolutional Neural Network
3624 -- 3634Sabit Ahmed, Afrida Rahman, Md. Al Mehedi Hasan, Julia Rahman, Md. Khaled Ben Islam, Shamim Ahmad. predML-Site: Predicting Multiple Lysine PTM Sites With Optimal Feature Representation and Data Imbalance Minimization
3635 -- 3645Jun Hu 0010, Yan-Song Bai, Lin-Lin Zheng, Ning-Xin Jia, Dong-jun Yu, Gui-jun Zhang. Protein-DNA Binding Residue Prediction via Bagging Strategy and Sequence-Based Cube-Format Feature
3646 -- 3654Minjie Li, Ziheng Wu, Wenyan Wang, Kun Lu, Jun Zhang 0011, Yuming Zhou, Zhaoquan Chen, Dan Li 0025, Shicheng Zheng, Peng Chen 0001, Bing Wang 0004. Protein-Protein Interaction Sites Prediction Based on an Under-Sampling Strategy and Random Forest Algorithm
3655 -- 3662Jiangyi Shao, Junjie Chen, Bin Liu 0014. ProtRe-CN: Protein Remote Homology Detection by Combining Classification Methods and Network Methods via Learning to Rank
3663 -- 3672Zhen Cui, Zhan-Heng Chen, Qinhu Zhang, Valeriya V. Gribova, Vladimir Fedorovich Filaretov, De-Shuang Huang. RMSCNN: A Random Multi-Scale Convolutional Neural Network for Marine Microbial Bacteriocins Identification
3673 -- 3684Manuel Cáceres, Brendan Mumey, Edin Husic, Romeo Rizzi, Massimo Cairo, Kristoffer Sahlin, Alexandru I. Tomescu. Safety in Multi-Assembly via Paths Appearing in All Path Covers of a DAG
3685 -- 3694Hai-Yun Wang, Jian-ping Zhao 0001, Yan-Sen Su, Chun-Hou Zheng 0001. scCDG: A Method Based on DAE and GCN for scRNA-Seq Data Analysis
3695 -- 3703Yujie Wang, Tianhao Guan, Gang Zhou, Hongqian Zhao, Jie Gao. SOJNMF: Identifying Multidimensional Molecular Regulatory Modules by Sparse Orthogonality-Regularized Joint Non-Negative Matrix Factorization Algorithm
3704 -- 3714Xaona Song, Xingru Li, Shuai Song, Choon Ki Ahn. State Observer Design of Coupled Genetic Regulatory Networks With Reaction-Diffusion Terms via Time-Space Sampled-Data Communications
3715 -- 3724Mirza Jawad ul Hasnain, Farhat Amin, Aisha Ghani, Sibtain Ahmad, Ziaur Rahman, Tahera Aslam, Muhammad Tariq Pervez. Structural and Functional Impact of Damaging Nonsynonymous Single Nucleotide Polymorphisms (nsSNPs) on Human VPS35 Protein Using Computational Approaches
3725 -- 3734Ying An, Kun Tang, Jianxin Wang 0001. Time-Aware Multi-Type Data Fusion Representation Learning Framework for Risk Prediction of Cardiovascular Diseases
3735 -- 3743Zhe Sun, Shuangjia Zheng, Huiying Zhao, Zhangming Niu, Yutong Lu, Yi Pan, Yuedong Yang. To Improve Prediction of Binding Residues With DNA, RNA, Carbohydrate, and Peptide Via Multi-Task Deep Neural Networks
3744 -- 3753Esmaeil Nourani, Ehsaneddin Asgari, Alice C. McHardy, Mohammad R. K. Mofrad. TripletProt: Deep Representation Learning of Proteins Based On Siamese Networks

Volume 19, Issue 5

2545 -- 2546Da Yan 0001, Hong Qin, Hsiang-Yun Wu, Jake Y. Chen. Guest Editorial for Selected Papers From BIOKDD 2020
2547 -- 2559Rayol Mendonca-Neto, Zhi Li, David Fenyö, Cláudio T. Silva, Fabíola G. Nakamura, Eduardo Freire Nakamura. A Gene Selection Method Based on Outliers for Breast Cancer Subtype Classification
2560 -- 2571Yuanyuan Jin, Wendi Ji, Wei Zhang 0056, Xiangnan He 0001, Xinyu Wang 0017, Xiaoling Wang. A KG-Enhanced Multi-Graph Neural Network for Attentive Herb Recommendation
2572 -- 2583Andreia S. Martins, Marta Gromicho, Susana Pinto, Mamede de Carvalho, Sara C. Madeira. Learning Prognostic Models Using Disease Progression Patterns: Predicting the Need for Non-Invasive Ventilation in Amyotrophic Lateral Sclerosis
2584 -- 2595Qingyu Chen 0001, Jingcheng Du, Alexis Allot, Zhiyong Lu. LitMC-BERT: Transformer-Based Multi-Label Classification of Biomedical Literature With An Application on COVID-19 Literature Curation
2596 -- 2604Jaswanth K. Yella, Anil G. Jegga. MGATRx: Discovering Drug Repositioning Candidates Using Multi-View Graph Attention
2605 -- 2612Jieli Zhou, Baoyu Jing, Zeya Wang, Hongyi Xin, Hanghang Tong. SODA: Detecting COVID-19 in Chest X-Rays With Semi-Supervised Open Set Domain Adaptation
2613 -- 2622Xiaojuan Guo, Kewei Chen 0001, Yinghua Chen, Chengjie Xiong, Yi Su, Li Yao 0002, Eric M. Reiman. A Computational Monte Carlo Simulation Strategy to Determine the Temporal Ordering of Abnormal Age Onset Among Biomarkers of Alzheimer's Disease
2623 -- 2631Zhankun Xiong, Feng Huang, Ziyan Wang, Shichao Liu, Wen Zhang 0008. A Multimodal Framework for Improving in Silico Drug Repositioning With the Prior Knowledge From Knowledge Graphs
2632 -- 2641Qiao Ning, Xiaowei Zhao, Zhiqiang Ma 0003. A Novel Method for Identification of Glutarylation Sites Combining Borderline-SMOTE With Tomek Links Technique in Imbalanced Data
2642 -- 2653Matthew LeMay, Ran Libeskind-Hadas, Yi-Chieh Wu. A Polynomial-Time Algorithm for Minimizing the Deep Coalescence Cost for Level-1 Species Networks
2654 -- 2671Xuan Yang, Chen Yang, Jimeng Lei, Jianxiao Liu. An Approach of Epistasis Detection Using Integer Linear Programming Optimizing Bayesian Network
2672 -- 2684Chao Li, Jun Sun 0008, Li-Wei Li, Xiaojun Wu 0001, Vasile Palade. An Effective Swarm Intelligence Optimization Algorithm for Flexible Ligand Docking
2685 -- 2696Ashish Ranjan 0003, David Fernández-Baca, Sudhakar Tripathi, Akshay Deepak. An Ensemble Tf-Idf Based Approach to Protein Function Prediction via Sequence Segmentation
2697 -- 2711Venkateshwarlu Yellaswamy Gudur, Sidharth Maheshwari, Amit Acharyya, Rishad A. Shafik. An FPGA Based Energy-Efficient Read Mapper With Parallel Filtering and In-Situ Verification
2712 -- 2722Xinyi Qin, Lu Zhang, Min Liu, Ziwei Xu, Guangzhong Liu. ASFold-DNN: Protein Fold Recognition Based on Evolutionary Features With Variable Parameters Using Full Connected Neural Network
2723 -- 2736Jianhong Cheng, Wei Zhao, Jin Liu 0012, Xingzhi Xie, Shangjie Wu, Liangliang Liu 0001, Hailin Yue, Junjian Li, Jianxin Wang 0001, Jun Liu 0075. Automated Diagnosis of COVID-19 Using Deep Supervised Autoencoder With Multi-View Features From CT Images
2737 -- 2748Zhihao Huang, Yan Wang, Xiaoke Ma. Clustering of Cancer Attributed Networks by Dynamically and Jointly Factorizing Multi-Layer Graphs
2749 -- 2759Muhammad Arif, Muhammad Kabir, Saeed Ahmed, Abid Khan, Fang Ge, Adel Khelifi, Dong-jun Yu. DeepCPPred: A Deep Learning Framework for the Discrimination of Cell-Penetrating Peptides and Their Uptake Efficiencies
2760 -- 2769Yuqian Pu, Jiawei Li, Jijun Tang, Fei Guo 0001. DeepFusionDTA: Drug-Target Binding Affinity Prediction With Information Fusion and Hybrid Deep-Learning Ensemble Model
2770 -- 2781Pratik Dutta, Aditya Prakash Patra, Sriparna Saha 0001. DeePROG: Deep Attention-Based Model for Diseased Gene Prognosis by Fusing Multi-Omics Data
2782 -- 2793Weizhong Zhao, Jinyong Zhang, JinCai Yang, Xingpeng Jiang, Tingting He. Document-Level Chemical-Induced Disease Relation Extraction via Hierarchical Representation Learning
2794 -- 2805Hamda Ajmal, Michael G. Madden. Dynamic Bayesian Network Learning to Infer Sparse Models From Time Series Gene Expression Data
2806 -- 2816Jian Liu, Jialiang Sun, Yongzhuang Liu. Effective Identification of Bacterial Genomes From Short and Long Read Sequencing Data
2817 -- 2828Debopriya Ghosh, Javier Cabrera. Enriched Random Forest for High Dimensional Genomic Data
2829 -- 2841Pei Wang 0004, Daojie Wang. Gene Differential Co-Expression Networks Based on RNA-Seq: Construction and Its Applications
2842 -- 2850Musab Naik, Luis Rueda, Akram Vasighizaker. Identification of Enriched Regions in ChIP-Seq Data via a Linear-Time Multi-Level Thresholding Algorithm
2851 -- 2862Young-Joon Ko, Sangsoo Kim, Cheol-Ho Pan, Keunwan Park. Identification of Functional Microbial Modules Through Network-Based Analysis of Meta-Microbial Features Using Matrix Factorization
2863 -- 2872Junrong Song, Wei Peng 0004, Feng Wang. Identifying Cancer Patient Subgroups by Finding Co-Modules From the Driver Mutation Profiles and Downstream Gene Expression Profiles
2873 -- 2881Siyuan Zhao, Jun Meng, Qiang Kang, Yushi Luan. Identifying LncRNA-Encoded Short Peptides Using Optimized Hybrid Features and Ensemble Learning
2882 -- 2893Xiangyu Pan, Lun Hu, Pengwei Hu, Zhu-Hong You. Identifying Protein Complexes From Protein-Protein Interaction Networks Based on Fuzzy Clustering and GO Semantic Information
2894 -- 2906Meng-Guo Wang, Le Ou-Yang, Hong Yan 0001, Xiao-fei Zhang. Inferring Gene Co-Expression Networks by Incorporating Prior Protein-Protein Interaction Networks
2907 -- 2919Yuan Zhang, Fei Ye, Xieping Gao. MCA-Net: Multi-Feature Coding and Attention Convolutional Neural Network for Predicting lncRNA-Disease Association
2920 -- 2925Jianli Liu, Deliang Zhou. Minimum Functional Length Analysis of K-Mer Based on BPNN
2926 -- 2937Genwei Han, Zhufang Kuang, Lei Deng 0002. MSCNE: Predict miRNA-Disease Associations Using Neural Network Based on Multi-Source Biological Information
2938 -- 2949Itziar Irigoien, Bru Cormand, María Soler-Artigas, Cristina Sánchez-Mora, Josep-Antoni Ramos-Quiroga, Concepción Arenas. New Distance-Based approach for Genome-Wide Association Studies
2950 -- 2962Cagatay Dursun, Anne E. Kwitek, Serdar Bozdag. PhenoGeneRanker: Gene and Phenotype Prioritization Using Multiplex Heterogeneous Networks
2963 -- 2974Yingying Song, Hui Cui 0002, Tiangang Zhang, Tingxiao Yang, Xiaokun Li, Ping Xuan. Prediction of Drug-Related Diseases Through Integrating Pairwise Attributes and Neighbor Topological Structures
2975 -- 2995Shuwen Wang, Xingquan Zhu 0001. Predictive Modeling of Hospital Readmission: Challenges and Solutions
2996 -- 3007Arnab Kumar Mondal, Himanshu Asnani, Parag Singla, Prathosh AP. scRAE: Deterministic Regularized Autoencoders With Flexible Priors for Clustering Single-Cell Gene Expression Data
3008 -- 3018Afifa Navid, Sajjad Ahmad, Rida Sajjad, Saad Raza, Syed Sikander Azam. Structure Based in Silico Screening Revealed a Potent Acinetobacter Baumannii Ftsz Inhibitor From Asinex Antibacterial Library
3019 -- 3031Shan-Ju Yeh, Bor-Sen Chen. Systems Medicine Design based on Systems Biology Approaches and Deep Neural Network for Gastric Cancer
3032 -- 3037Eugene Uwiragiye, Kristen L. Rhinehardt. TFIDF-Random Forest: Prediction of Aptamer-Protein Interacting Pairs
3038 -- 3047Raoul R. Nigmatullin, Samyadip Sarkar, Karabi Biswas. The Detection of Self-Similar/Branching Processes in Complex Biological Systems: Analysis of the Temporal Evolution of Impedance Measurements in Tulsi (Holy Basil) Leaves "Ocimumtenuiflorum"
3048 -- 3059Guoxian Yu, Qiuyue Huang, Xiangliang Zhang 0001, Maozu Guo 0001, Jun Wang 0035. Tissue Specificity Based Isoform Function Prediction
3060 -- 3067Alan J. X. Guo, Hao Qi. Using Artificial Neural Networks to Model Errors in Biochemical Manipulation of DNA Molecules

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

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

Volume 19, Issue 2

653 -- 654Pietro Hiram Guzzi, Marinka Zitnik. Editorial Deep Learning and Graph Embeddings for Network Biology
655 -- 665Jin Li 0007, Jingru Wang, Hao Lv, Zhuoxuan Zhang, Zaixia Wang. IMCHGAN: Inductive Matrix Completion With Heterogeneous Graph Attention Networks for Drug-Target Interactions Prediction
666 -- 675Xiaoyong Pan, Lei Chen 0007, Min Liu, Zhibin Niu, Tao Huang 0004, Yu-Dong Cai 0001. Identifying Protein Subcellular Locations With Embeddings-Based node2loc
676 -- 687Kishan KC, Rui Li 0002, Feng Cui, Anne R. Haake. Predicting Biomedical Interactions With Higher-Order Graph Convolutional Networks
688 -- 698Xiujuan Lei, Jiaojiao Tie, Yi Pan 0001. Inferring Metabolite-Disease Association Using Graph Convolutional Networks
699 -- 709Jianliang Gao, Tengfei Lyu, Fan Xiong, Jianxin Wang 0001, Weimao Ke, Zhao Li. Predicting the Survival of Cancer Patients With Multimodal Graph Neural Network
710 -- 717Giang T. T. Nguyen, Hoa D. Vu, Duc-Hau Le. Integrating Molecular Graph Data of Drugs and Multiple -Omic Data of Cell Lines for Drug Response Prediction
718 -- 728Tri Minh Nguyen 0005, Thin Nguyen, Thao Minh Le, Truyen Tran 0001. GEFA: Early Fusion Approach in Drug-Target Affinity Prediction
729 -- 740Ichcha Manipur, Mario Manzo, Ilaria Granata, Maurizio Giordano, Lucia Maddalena 0001, Mario R. Guarracino. Netpro2vec: A Graph Embedding Framework for Biomedical Applications
741 -- 752Yuanfang Ren, Aisharjya Sarkar, Pierangelo Veltri, Ahmet Ay, Alin Dobra, Tamer Kahveci. Pattern Discovery in Multilayer Networks
753 -- 762Zhen Shen, Qinhu Zhang, Kyungsook Han, De-Shuang Huang. A Deep Learning Model for RNA-Protein Binding Preference Prediction Based on Hierarchical LSTM and Attention Network
763 -- 772Zhen Gao, Yu-Tian Wang, Qing-Wen Wu, Lei Li, Jian-Cheng Ni, Chun-Hou Zheng 0001. A New Method Based on Matrix Completion and Non-Negative Matrix Factorization for Predicting Disease-Associated miRNAs
773 -- 785Koushik Mallick, Saurav Mallik, Sanghamitra Bandyopadhyay, Sikim Chakraborty. A Novel Graph Topology-Based GO-Similarity Measure for Signature Detection From Multi-Omics Data and its Application to Other Problems
786 -- 794Xin Huang 0015, Zhenqian Liao, Bing Liu, Fengmei Tao, Benzhe Su, Xiaohui Lin. A Novel Method for Constructing Classification Models by Combining Different Biomarker Patterns
795 -- 805Shi-Hao Feng, Chun-Qiu Xia, Pei-Dong Zhang, Hong-bin Shen. Ab-Initio Membrane Protein Amphipathic Helix Structure Prediction Using Deep Neural Networks
806 -- 818Trinh Van Giang, Tatsuya Akutsu, Kunihiko Hiraishi. An FVS-Based Approach to Attractor Detection in Asynchronous Random Boolean Networks
819 -- 829Yiding Zhang, Lyujie Chen, Shao Li. CIPHER-SC: Disease-Gene Association Inference Using Graph Convolution on a Context-Aware Network With Single-Cell Data
830 -- 842Aisharjya Sarkar, Prabhat Mishra 0001, Tamer Kahveci. Data Perturbation and Recovery of Time Series Gene Expression Data
843 -- 853Sachin Bhatt, Prithvi Singh, Archana Sharma, Arpita Rai, Ravins Dohare, Shweta Sankhwar, Akash Sharma, Mansoor Ali Syed. Deciphering Key Genes and miRNAs Associated With Hepatocellular Carcinoma via Network-Based Approach
854 -- 865Yuting Su 0001, Yao Lu 0005, Mei Chen, An-An Liu. Deep Reinforcement Learning-Based Progressive Sequence Saliency Discovery Network for Mitosis Detection In Time-Lapse Phase-Contrast Microscopy Images
866 -- 877Ben Cao, Xue Ii, Xiaokang Zhang, Bin Wang 0005, Qiang Zhang 0008, Xiaopeng Wei. Designing Uncorrelated Address Constrain for DNA Storage by DMVO Algorithm
878 -- 887Boxin Guan, Yuhai Zhao, Ying Yin, Yuan Li 0008. Detecting Disease-Associated SNP-SNP Interactions Using Progressive Screening Memetic Algorithm
888 -- 898Ho Bae, Seonwoo Min, Hyun Soo Choi, Sungroh Yoon. DNA Privacy: Analyzing Malicious DNA Sequences Using Deep Neural Networks
899 -- 911Seonho Kim, Juntae Yoon. Dual Triggered Correspondence Topic (DTCT)model for MeSH annotation
912 -- 926Christian Ponte-Fernández, Jorge González-Domínguez, Antonio Carvajal-Rodríguez, María J. Martín. Evaluation of Existing Methods for High-Order Epistasis Detection
927 -- 939Tapan Chowdhury, Susanta Chakraborty, Argha Nandan. GPU Accelerated Drug Application on Signaling Pathways Containing Multiple Faults Using Boolean Networks
940 -- 952Edward E. Seabolt, Gowri Nayar, Harsha Krishnareddy, Akshay Agarwal 0002, Kristen L. Beck, Ignacio Terrizzano, Eser Kandogan, Mark Kunitomi, Mary Roth, Vandana V. Mukherjee, James H. Kaufman. Functional Genomics Platform, A Cloud-Based Platform for Studying Microbial Life at Scale
953 -- 965Fei Wang, Yulian Ding, Xiujuan Lei, Bo Liao, Fang-Xiang Wu. Identifying Gene Signatures for Cancer Drug Repositioning Based on Sample Clustering
966 -- 973Meshari Alazmi, Olaa Motwalli. Immuno-Informatics Based Peptides: An Approach for Vaccine Development Against Outer Membrane Proteins of Pseudomonas Genus
974 -- 988Khalique Newaz, Tijana Milenkovic. Inference of a Dynamic Aging-related Biological Subnetwork via Network Propagation
989 -- 997Guobo Xie, Jiawei Jiang, Yuping Sun. LDA-LNSUBRW: lncRNA-Disease Association Prediction Based on Linear Neighborhood Similarity and Unbalanced bi-Random Walk
998 -- 1008Lijun Quan, Xiaoyu Sun, Jian Wu, Jie Mei, Liqun Huang, Ruji He, Liangpeng Nie, Yu Chen, Qiang Lyu. Learning Useful Representations of DNA Sequences From ChIP-Seq Datasets for Exploring Transcription Factor Binding Specificities
1009 -- 1017Daniele Tavernelli, Tiziana Calamoneri, Paola Vocca. Linear Time Reconciliation With Bounded Transfers of Genes
1018 -- 1031Bin Wang 0041, Yongsheng Gao 0001, Xiaohui Yuan, Shengwu Xiong. Local R-Symmetry Co-Occurrence: Characterising Leaf Image Patterns for Identifying Cultivars
1032 -- 1041Nikhilanand Arya, Sriparna Saha 0001. Multi-Modal Classification for Human Breast Cancer Prognosis Prediction: Proposal of Deep-Learning Based Stacked Ensemble Model
1042 -- 1049Haonan Feng, Ruiqing Zheng, Jianxin Wang 0001, Fang-Xiang Wu, Min Li 0007. NIMCE: A Gene Regulatory Network Inference Approach Based on Multi Time Delays Causal Entropy
1050 -- 1063Liliana Ironi, Ettore Lanzarone. Optimal Robust Search for Parameter Values of Qualitative Models of Gene Regulatory Networks
1064 -- 1074Hua Zhang, Guogen Shan, Bailin Yang. Optimized Elastic Network Models With Direct Characterization of Inter-Residue Cooperativity for Protein Dynamics
1075 -- 1083Xian-gan Chen, Shuai Liu, Wen Zhang 0008. Predicting Coding Potential of RNA Sequences by Solving Local Data Imbalance
1084 -- 1095Jianhong Cheng, Jin Liu 0012, Hailin Yue, Harrison Bai, Yi Pan 0001, Jianxin Wang 0001. Prediction of Glioma Grade Using Intratumoral and Peritumoral Radiomic Features From Multiparametric MRI Images
1096 -- 1104Nishtha Hooda, Ruchika Gupta, Nidhi Rani Gupta. Prediction of Malignant Breast Cancer Cases Using Ensemble Machine Learning: A Case Study of Pesticides Prone Area
1105 -- 1116Shweta Yadav, Srivatsa Ramesh Jayashree, Sriparna Saha 0001, Asif Ekbal. Relation Extraction From Biomedical and Clinical Text: Unified Multitask Learning Framework
1117 -- 1129Subin Qian, Huiyi Liu, Xiaofeng Yuan, Wei Wei, Shuangshuang Chen, Hong Yan 0001. Row and Column Structure-Based Biclustering for Gene Expression Data
1130 -- 1143Ekta Shah, Pradipta Maji. Scalable Non-Linear Graph Fusion for Prioritizing Cancer-Causing Genes
1144 -- 1153Zhijie Ni, Xiaoying Zheng, Xiao Zheng, Xiufen Zou. scLRTD : A Novel Low Rank Tensor Decomposition Method for Imputing Missing Values in Single-Cell Multi-Omics Sequencing Data
1154 -- 1164Chuan-Yuan Wang, Ying-Lian Gao, Jin-Xing Liu, Xiang-Zhen Kong, Chun-Hou Zheng 0001. Single-Cell RNA Sequencing Data Clustering by Low-Rank Subspace Ensemble Framework
1165 -- 1172Jason L. Causey, Keyu Li, Xianghao Chen, Wei Dong, Karl Walker, Jake A. Qualls, Jonathan Stubblefield, Jason H. Moore, Yuanfang Guan, Xiuzhen Huang. Spatial Pyramid Pooling With 3D Convolution Improves Lung Cancer Detection
1173 -- 1192Andri Mirzal. Statistical Analysis of Microarray Data Clustering using NMF, Spectral Clustering, Kmeans, and GMM
1193 -- 1202Cheng Liu 0001, Wenming Cao 0002, Si Wu 0002, Wenjun Shen, Dazhi Jiang, Zhiwen Yu 0002, Hau-San Wong. Supervised Graph Clustering for Cancer Subtyping Based on Survival Analysis and Integration of Multi-Omic Tumor Data
1203 -- 1213Mohan Timilsina, Declan Patrick Mc Kernan, Haixuan Yang, Mathieu d'Aquin. Synergy Between Embedding and Protein Functional Association Networks for Drug Label Prediction Using Harmonic Function
1214 -- 1224Michail Tsagris, Zacharias Papadovasilakis, Kleanthi Lakiotaki, Ioannis Tsamardinos. The $\gamma$γ-OMP Algorithm for Feature Selection With Application to Gene Expression Data
1225 -- 1234Imran Razzak, Saeeda Naz. Unit-Vise: Deep Shallow Unit-Vise Residual Neural Networks With Transition Layer For Expert Level Skin Cancer Classification
1235 -- 1244Trinh-Trung-Duong Nguyen, Quang-Thai Ho, Nguyen-Quoc-Khanh Le, Van-Dinh Phan, Yu-Yen Ou. Use Chou's 5-Steps Rule With Different Word Embedding Types to Boost Performance of Electron Transport Protein Prediction Model
1245 -- 1254Gilberto Medeiros Nakamura, Alinne Crintinne Corrêa Souza, Francisco Carlos M. Souza, Renato F. Bulcão-Neto, Alexandre Souto Martinez, Alessandra A. Macedo. Using Symmetry to Enhance the Performance of Agent-Based Epidemic Models

Volume 19, Issue 1

1 -- 2Hsiao-Fang Sunny Sun, Yi-Ping Phoebe Chen. Editorial
3 -- 13Hui Bi, Shumei Cao, Hanying Yan, Zhongyi Jiang, Jun Zhang, Ling Zou 0002. Resting State Functional Connectivity Analysis During General Anesthesia: A High-Density EEG Study
14 -- 18Pierrick Craveur, Tarun J. Narwani, Narayanaswamy Srinivasan, Jean-Christophe Gelly, Joseph Rebehmed, Alexandre G. de Brevern. Shaking the β-Bulges
19 -- 30Madhusudan Paul, Ashish Anand. A New Family of Similarity Measures for Scoring Confidence of Protein Interactions Using Gene Ontology
31 -- 39Runhua Huang, Chengchuang Lin, Aihua Yin, Hanbiao Chen, Li Guo, Gansen Zhao, Xiaomao Fan, Shuangyin Li, Jinji Yang. A Clinical Dataset and Various Baselines for Chromosome Instance Segmentation
40 -- 47Ying Qian, Xuelian Li, Qian Zhang 0003, Jiongmin Zhang. SPP-CPI: Predicting Compound-Protein Interactions Based On Neural Networks
48 -- 56Jin Zhao 0005, Haodi Feng, Daming Zhu, Yu Lin 0001. MultiTrans: An Algorithm for Path Extraction Through Mixed Integer Linear Programming for Transcriptome Assembly
57 -- 67Anuradha Wickramarachchi, Yu Lin 0001. GraphPlas: Refined Classification of Plasmid Sequences Using Assembly Graphs
68 -- 74Shuai Lu, Yuguang Li, Fei Wang, Xiaofei Nan, Shoutao Zhang. Leveraging Sequential and Spatial Neighbors Information by Using CNNs Linked With GCNs for Paratope Prediction
75 -- 86Tzu-Hsien Yang. An Aggregation Method to Identify the RNA Meta-Stable Secondary Structure and its Functionally Interpretable Structure Ensemble
87 -- 94Trinh-Trung-Duong Nguyen, The-Anh Tran, Nguyen-Quoc-Khanh Le, Dinh-Minh Pham, Yu-Yen Ou. An Extensive Examination of Discovering 5-Methylcytosine Sites in Genome-Wide DNA Promoters Using Machine Learning Based Approaches
95 -- 96Barbara Di Camillo, Giuseppe Nicosia. Guest Editorial: Deep Learning For Genomics
97 -- 106Jim Clauwaert, Willem Waegeman. Novel Transformer Networks for Improved Sequence Labeling in genomics
107 -- 120Zhong Chen 0003, Wensheng Zhang, Hong-Wen Deng, Kun Zhang 0012. Effective Cancer Subtype and Stage Prediction via Dropfeature-DNNs
121 -- 134Francisco Cristovao, Silvia Cascianelli, Arif Canakoglu, Mark J. Carman, Luca Nanni, Pietro Pinoli, Marco Masseroli. Investigating Deep Learning Based Breast Cancer Subtyping Using Pan-Cancer and Multi-Omic Data
135 -- 145Gautier Viaud, Prasanna Mayilvahanan, Paul-Henry Cournède. Representation Learning for the Clustering of Multi-Omics Data
146 -- 154Tuan Nguyen, Giang T. T. Nguyen, Thin Nguyen, Duc-Hau Le. Graph Convolutional Networks for Drug Response Prediction
155 -- 165Satyajit Mahapatra, Vivek Raj Gupta, Sitanshu Sekhar Sahu, Ganapati Panda. Deep Neural Network and Extreme Gradient Boosting Based Hybrid Classifier for Improved Prediction of Protein-Protein Interaction
166 -- 167Zhipeng Cai 0001, Min Li 0007, Pavel Skums. Guest Editors' Introduction to the Special Section on Bioinformatics Research and Applications
168 -- 179Cheng Yan, Guihua Duan, Yayan Zhang, Fang-Xiang Wu, Yi Pan 0001, Jianxin Wang 0001. Predicting Drug-Drug Interactions Based on Integrated Similarity and Semi-Supervised Learning
180 -- 191Fengpan Zhao, Pavel Skums, Alex Zelikovsky, Eric L. Sevigny, Monica Haavisto Swahn, Sheryl M. Strasser, Yan Huang 0032, Yubao Wu. Computational Approaches to Detect Illicit Drug Ads and Find Vendor Communities Within Social Media Platforms
192 -- 206Sudipta Acharya, Laizhong Cui, Yi Pan 0001. A Refined 3-in-1 Fused Protein Similarity Measure: Application in Threshold-Free Hub Detection
207 -- 208Zhipeng Cai 0001, Giri Narasimhan, Pavel Skums. Guest Editors' Introduction to the Special Section on Bioinformatics Research and Applications
209 -- 219Shan Gao, Renmin Han, Xiangrui Zeng, Zhiyong Liu 0002, Min Xu 0009, Fa Zhang 0001. Macromolecules Structural Classification With a 3D Dilated Dense Network in Cryo-Electron Tomography
220 -- 229Davide Storato, Matteo Comin. K2Mem: Discovering Discriminative K-mers From Sequencing Data for Metagenomic Reads Classification
230 -- 242Saurav Dhar, Chengchen Zhang, Ion I. Mandoiu, Mukul S. Bansal. TNet: Transmission Network Inference Using Within-Host Strain Diversity and its Application to Geographical Tracking of COVID-19 Spread
243 -- 254Jun Wang 0035, Huiling Zhang, Wei Ren, Maozu Guo 0001, Guoxian Yu. EpiMC: Detecting Epistatic Interactions Using Multiple Clusterings
255 -- 266P. V. Sunil Kumar, Adheeba Thahsin, Manju M, Gopakumar G. A Heterogeneous Information Network Model for Long Non-Coding RNA Function Prediction
267 -- 274Hansheng Li, Jianping Li, Yuxin Kang, Chunbao Wang, Feihong Liu, Wenli Hui, Qirong Bo, Lei Cui 0004, Jun Feng 0003, Lin Yang 0002. A Novel Encoding and Decoding Calibration Guiding Pathway for Pathological Image Analysis
275 -- 283Sadaf Gull, Fayyaz A. Minhas. 0: Species-Specific Prediction of Anti-microbial Peptides Using Zero and Few Shot Learning
284 -- 294Mahdi Pursalim, Kwoh Chee Keong 0001. An Efficient Multiresolution Clustering for Motif Discovery in Complex Networks
295 -- 304Yuning Yang, Jiawen Yu, Zhe Liu, Xi Wang, Han Wang, Zhiqiang Ma, Dong Xu 0002. An Improved Topology Prediction of Alpha-Helical Transmembrane Protein Based on Deep Multi-Scale Convolutional Neural Network
305 -- 316Xiaoke Ma, Peng-Gang Sun, Maoguo Gong. An Integrative Framework of Heterogeneous Genomic Data for Cancer Dynamic Modules Based on Matrix Decomposition
317 -- 327Fei Liu 0006, Ena Yamamoto, Katsunobu Shirahama, Tsubasa Saitoh, Shuhei Aoyama, Yumiko Harada, Ryutaro Murakami, Hiroshi Matsuno. Analysis of Pattern Formation by Colored Petri Nets With Quantitative Regulation of Gene Expression Level
328 -- 342Sanzo Miyazawa. Boltzmann Machine Learning and Regularization Methods for Inferring Evolutionary Fields and Couplings From a Multiple Sequence Alignment
343 -- 354Devleena Ghosh, Chittaranjan Mandal 0002. Clustering Based Parameter Estimation of Thyroid Hormone Pathway
355 -- 368Rubén Langarita, Adrià Armejach, Javier Setoain, Pablo Ibáñez-Marín, Jesús Alastruey-Benedé, Miquel Moretó. Compressed Sparse FM-Index: Fast Sequence Alignment Using Large K-Steps
369 -- 382Md. Rezaul Karim 0001, Michael Cochez, Achille Zappa, Ratnesh Sahay, Dietrich Rebholz-Schuhmann, Oya Beyan, Stefan Decker. Convolutional Embedded Networks for Population Scale Clustering and Bio-Ancestry Inferencing
383 -- 394Rizwan Qureshi, Avirup Ghosh, Hong Yan 0001. Correlated Motions and Dynamics in Different Domains of Epidermal Growth Factor Receptor With L858R and T790M Mutations
395 -- 406Chunxiang Peng, Xiao-gen Zhou, Gui-jun Zhang. De novo Protein Structure Prediction by Coupling Contact With Distance Profile
407 -- 417Mohammad A. Rezaei, Yanjun Li 0005, Dapeng Wu 0001, Xiaolin Li 0001, Chenglong Li. Deep Learning in Drug Design: Protein-Ligand Binding Affinity Prediction
418 -- 428Anju Sharma, Rajnish Kumar, Rahul Semwal, Imlimaong Aier, Pankaj Tyagi, Pritish Kumar Varadwaj. DeepOlf: Deep Neural Network Based Architecture for Predicting Odorants and Their Interacting Olfactory Receptors
429 -- 442Christoph Flamm, Marc Hellmuth, Daniel Merkle, Nikolai Nøjgaard, Peter F. Stadler. Generic Context-Aware Group Contributions
443 -- 454Rituparna Sinha, Rajat Kumar Pal, Rajat K. De. GenSeg and MR-GenSeg: A Novel Segmentation Algorithm and its Parallel MapReduce Based Approach for Identifying Genomic Regions With Copy Number Variations
455 -- 464Chang Sun, Ping Xuan, Tiangang Zhang, Yilin Ye. Graph Convolutional Autoencoder and Generative Adversarial Network-Based Method for Predicting Drug-Target Interactions
465 -- 478Kiya Govek, Camden Sikes, Yangqiaoyu Zhou, Layla Oesper. GraPhyC: Using Consensus to Infer Tumor Evolution
479 -- 490Peng Peng, Yipu Zhang, Yongfeng Ju, Kaiming Wang, Gang Li 0029, Vince D. Calhoun, Yu-Ping Wang 0002. Group Sparse Joint Non-Negative Matrix Factorization on Orthogonal Subspace for Multi-Modal Imaging Genetics Data Analysis
491 -- 500Ozlem Muslu, Charles Tapley Hoyt, Mauricio Lacerda, Martin Hofmann-Apitius, Holger Fröhlich. GuiltyTargets: Prioritization of Novel Therapeutic Targets With Network Representation Learning
501 -- 512Sai Zhang, Jin Li 0007, Wei Zhou 0011, Tong Li 0004, Yang Zhang, Jingru Wang. Higher-Order Proximity-Based MiRNA-Disease Associations Prediction
513 -- 521Yu-Ting Tan, Le Ou-Yang, Xingpeng Jiang, Hong Yan 0001, Xiao-fei Zhang. Identifying Gene Network Rewiring Based on Partial Correlation
522 -- 530Samet Tenekeci, Zerrin Isik. Integrative Biological Network Analysis to Identify Shared Genes in Metabolic Disorders
531 -- 542Anup Kumar Halder, Soumyendu Sekhar Bandyopadhyay, Piyali Chatterjee, Mita Nasipuri, Dariusz Plewczynski, Subhadip Basu. JUPPI: A Multi-Level Feature Based Method for PPI Prediction and a Refined Strategy for Performance Assessment
543 -- 557Anna Bernasconi 0002, Arif Canakoglu, Marco Masseroli, Stefano Ceri. META-BASE: A Novel Architecture for Large-Scale Genomic Metadata Integration
558 -- 568Eunji Kim, Ivan Ivanov, Edward R. Dougherty. Network Classification Based on Reducibility With Respect to the Stability of Canalizing Power of Genes in a Gene Regulatory Network - A Boolean Network Modeling Perspective
569 -- 574Yajun Dai, Yang Li, Liping Wang, Zhenling Peng, Jianyi Yang. On Monomeric and Multimeric Structures-Based Protein-Ligand Interactions
575 -- 584Kuo Yang, Yi Zheng, Kezhi Lu, Kai Chang, Ning Wang, Zixin Shu, Jian Yu, Baoyan Liu, Zhuye Gao, Xuezhong Zhou. PDGNet: Predicting Disease Genes Using a Deep Neural Network With Multi-View Features
585 -- 592Rahul Semwal, Imlimaong Aier, Utkarsh Raj, Pritish Kumar Varadwaj. Pr[m]: An Algorithm for Protein Motif Discovery
593 -- 604Wei Zhong, Feng Gu. Predicting Local Protein 3D Structures Using Clustering Deep Recurrent Neural Network
605 -- 613Dewu Ding, Xiao Sun 0006. Relating Translation Efficiency to Protein Networks Provides Evolutionary Insights in Shewanella and Its Implications for Extracellular Electron Transfer
614 -- 623Neng Huang, Fan Nie, Peng Ni, Feng Luo, Jianxin Wang 0001. SACall: A Neural Network Basecaller for Oxford Nanopore Sequencing Data Based on Self-Attention Mechanism
624 -- 632Priyadarshini Rai, Debarka Sengupta, Angshul Majumdar. SelfE: Gene Selection via Self-Expression for Single-Cell Data
633 -- 642Yan Liu, Hao Liang, Quan Zou 0001, Zengyou He. Significance-Based Essential Protein Discovery
643 -- 652Qiao Ning, Zhiqiang Ma 0003, Xiaowei Zhao, Minghao Yin. SSKM_Succ: A Novel Succinylation Sites Prediction Method Incorporating K-Means Clustering With a New Semi-Supervised Learning Algorithm