yusuke1997/dblp-id-title huggingface dataset:
An Efficient Algorithm for Haplotype Inference on Pedigrees with Recombinations and Mutations
A Comparative Study of Network Motifs in the Integrated Transcriptional Regulation and Protein Interaction Networks of Shewanella
An Approximation Algorithm for the Minimum Breakpoint Linearization Problem
Predicting Drug-Protein Interactions Based on Similarity Reconstruction and Adaptive Combination Algorithm
Bayesian Segmental Models with Multiple Sequence Alignment Profiles for Protein Secondary Structure and Contact Map Prediction
RNA Flexibility Prediction With Sequence Profile and Predicted Solvent Accessibility
Regulatory Motif Discovery Using a Population Clustering Evolutionary Algorithm
Deep Learning in Gene Regulatory Network Inference: A Survey
Identification of Genomic Aberrations in Cancer Subclones from Heterogeneous Tumor Samples
Algorithms for Computational Biology: Eighth Edition
On Subset Seeds for Protein Alignment
GPD: A Graph Pattern Diffusion Kernel for Accurate Graph Classification with Applications in Cheminformatics
iDRBP-EL: Identifying DNA- and RNA- Binding Proteins Based on Hierarchical Ensemble Learning
Building Ancestral Recombination Graphs for Whole Genomes
iPhosS(Deep)-PseAAC: Identification of Phosphoserine Sites in Proteins Using Deep Learning on General Pseudo Amino Acid Compositions
A Positive Detecting Code and Its Decoding Algorithm for DNA Library Screening
Capsule Network Based Modeling of Multi-omics Data for Discovery of Breast Cancer-Related Genes
An Improved Heuristic Algorithm for Finding Motif Signals in DNA Sequences
DMFMDA: Prediction of Microbe-Disease Associations Based on Deep Matrix Factorization Using Bayesian Personalized Ranking
A Boolean System for Breast Cancer Detection Using MicroRNA-Based Logic Gates
NAHAL-Flex: A Numerical and Alphabetical Hinge Detection Algorithm for Flexible Protein Structure Alignment
Deep Collaborative Filtering for Prediction of Disease Genes
Chemical Name Extraction Based on Automatic Training Data Generation and Rich Feature Set
DRLM: A Robust Drug Representation Learning Method and its Applications
CURatio: Genome-Wide Phylogenomic Analysis Method Using Ratios of Total Branch Lengths
Metabolic Flux Estimation-A Self-Adaptive Evolutionary Algorithm with Singular Value Decomposition
Analyzing Gene Expression Time-Courses
Structural Bioinformatic Survey of Protein-Small Molecule Interfaces Delineates the Role of Glycine in Surface Pocket Formation
A Multi-Classification Accessment Framework for Reproducible Evaluation of Multimodal Learning in Alzheimer's Disease
Guest Editors' Introduction to the Special Section on Computational Methods in Systems Biology
DAISY: Dual-Granularity Contrastive Learning for Disease Similarity Prediction
Gradient-Based Optimization of Kernel-Target Alignment for Sequence Kernels Applied to Bacterial Gene Start Detection
Incorporating Prior Knowledge about Genetic Variants into the Analysis of Genetic Association Data: An Empirical Bayes Approach
BLAM6A-Merge: Leveraging Attention Mechanisms and Feature Fusion Strategies to Improve the Identification of RNA N6-Methyladenosine Sites
Constructing Complex 3D Biological Environments from Medical Imaging Using High Performance Computing
Fuzzy Measures on the Gene Ontology for Gene Product Similarity
Gibbs/MCMC Sampling for Multiple RNA Interaction with Sub-Optimal Solutions
Incorporating Gene Functions into Regression Analysis of DNA-Protein Binding Data and Gene Expression Data to Construct Transcriptional Networks
RPMVCDA: Random Perturbation and Multi-View Graph Convolutional Networks for CircRNA-Disease Association Prediction
The Determination of Distinctive Single Nucleotide Polymorphism Sets for the Diagnosis of Behçet's Disease
On the Variable Ordering in Subgraph Isomorphism Algorithms
Pareto Optimization of Combinatorial Mutagenesis Libraries
Residue-Specific Side-Chain Polymorphismsvia Particle Belief Propagation
Robust Feature Selection for Microarray Data Based on Multicriterion Fusion
A Constrained Evolutionary Computation Method for Detecting Controlling Regions of Cortical Networks
Machine Learning for Pharmacogenomics and Personalized Medicine: A Ranking Model for Drug Sensitivity Prediction
An Optimization-Based Framework for the Transformation of Incomplete Biological Knowledge into a Probabilistic Structure and Its Application to the Utilization of Gene/Protein Signaling Pathways in Discrete Phenotype Classification
Integrating Multi-Omic Data With Deep Subspace Fusion Clustering for Cancer Subtype Prediction
An Integrative Framework of Heterogeneous Genomic Data for Cancer Dynamic Modules Based on Matrix Decomposition
Floating Search Methodology for Combining Classification Models for Site Recognition in DNA Sequences
Detecting Boolean Asymmetric Relationships With a Loop Counting Technique and its Implications for Analyzing Heterogeneity Within Gene Expression Datasets
A Simplified Input Strategy for Predicting Multi-Type Associations in miRNA-LncRNA-Disease Network via Stacked Deep Matrix Factorization
Dual Network Contrastive Learning for Predicting Microbe-Disease Associations
Autoencoder-Transformed Transcriptome Improves Genotype-Phenotype Association Studies
Inferring Disease Associated Phosphorylation Sites via Random Walk on Multi-Layer Heterogeneous Network
LMADCNV: A CNV Detection Method Based on Local Features and MAD for NGS Data
An Improved Muti-Task Learning Algorithm for Analyzing Cancer Survival Data
Quantifying Dynamic Stability of Genetic Memory Circuits
Knowledge Adaptive Multi-Way Matching Network for Biomedical Named Entity Recognition via Machine Reading Comprehension
Gene Expression Classification for Biomarker Identification in Maize Subjected to Various Biotic Stresses
EL_LSTM: Prediction of DNA-Binding Residue from Protein Sequence by Combining Long Short-Term Memory and Ensemble Learning
Optimal Experimental Design for Gene Regulatory Networks in the Presence of Uncertainty
Memory-Efficient Assembly Using Flye
Empirical Potential Energy Function Toward ab Initio Folding G Protein-Coupled Receptors
A Maximum A Posteriori Probability and Time-Varying Approach for Inferring Gene Regulatory Networks from Time Course Gene Microarray Data
Programming Substrate-Independent Kinetic Barriers With Thermodynamic Binding Networks
Predicting Protein-Ligand Binding Site Using Support Vector Machine with Protein Properties
scSAG$^{2}$E: Sparse Autoencoders With Gene Graph Embedding for scRNA-Seq Data Clustering
Multimodal Networks: Structure and Operations
Guest Editor's Introduction to the Special Issue on Computational Biology and Bioinformatics - Part 1
Asymmetric Comparison and Querying of Biological Networks
LipGene: Lipschitz Continuity Guided Adaptive Learning Rates for Fast Convergence on Microarray Expression Data Sets
MISSH: Fast Hashing of Multiple Spaced Seeds
Flanked Block-Interchange Distance on Strings
An FVS-Based Approach to Attractor Detection in Asynchronous Random Boolean Networks
Enhancing Biomedical ReQA With Adversarial Hard In-Batch Negative Samples
Learning Multimodal Networks From Heterogeneous Data for Prediction of lncRNA-miRNA Interactions
Computational Prediction of Sigma-54 Promoters in Bacterial Genomes by Integrating Motif Finding and Machine Learning Strategies
Bridging Between Deviation Indices for Non-Tree-Based Phylogenetic Networks
Construction of Gene Expression Patterns to Identify Critical Genes Under SARS-CoV-2 Infection Conditions
RabbitFX: Efficient Framework for FASTA/Q File Parsing on Modern Multi-Core Platforms
A Novel Method for LncRNA-Disease Association Prediction Based on an lncRNA-Disease Association Network
Differential Network Analysis via Weighted Fused Conditional Gaussian Graphical Model
De Novo Design of Potential RecA Inhibitors Using MultiObjective Optimization
Predicting Drug-Target Interactions With Multi-Label Classification and Label Partitioning
Integration and Querying of Genomic and Proteomic Semantic Annotations for Biomedical Knowledge Extraction
CPOne: Enhancing Prediction of Compound-Protein Interactions Through One-Shot Meta Learning
A Novel Graph Topology-Based GO-Similarity Measure for Signature Detection From Multi-Omics Data and its Application to Other Problems
MPGM: Scalable and Accurate Multiple Network Alignment
CD-MAWS: An Alignment-Free Phylogeny Estimation Method Using Cosine Distance on Minimal Absent Word Sets
An Asymmetric Alignment Algorithm for Estimating Ancestor-Descendant Edit Distance for Tandem Repeats
Guest Editorial: Advanced Algorithms of Bioinformatics
Resource Cut, a New Bounding Procedure to Algorithms for Enumerating Tree-Like Chemical Graphs
A Heterogeneous Information Network Model for Long Non-Coding RNA Function Prediction
Identifying Bacterial Essential Genes Based on a Feature-Integrated Method
Guest Editorial Guest Editorial for the 20th Asia Pacific Bioinformatics Conference
Constructing Disease Similarity Networks Based on Disease Module Theory
Constructing and Analyzing a Large-Scale Gene-to-Gene Regulatory Network-Lasso-Constrained Inference and Biological Validation
Conformational Sampling of a Biomolecular Rugged Energy Landscape
A Comparative Assessment of Predictive Accuracies of Conventional and Machine Learning Scoring Functions for Protein-Ligand Binding Affinity Prediction
Constructing Splits Graphs
Predicting Protein-Protein Interactions Using Sequence and Network Information via Variational Graph Autoencoder
RNA Secondary Structure Prediction with Pseudoknots Using Chemical Reaction Optimization Algorithm
Minimum Functional Length Analysis of K-Mer Based on BPNN
LEC-Codec: Learning-Based Genome Data Compression
CrossPredGO: A Novel Light-Weight Cross-Modal Multi-Attention Framework for Protein Function Prediction
Bayesian Inference in Y-Linked Two-Sex Branching Processes with Mutations: ABC Approach
Data Management for Heterogeneous Genomic Datasets
An Accurate de novo Algorithm for Glycan Topology Determination from Mass Spectra
An Algorithm for Constructing Principal Geodesics in Phylogenetic Treespace
Time Series Dependent Analysis of Unparametrized Thomas Networks
DPNuc: Identifying Nucleosome Positions Based on the Dirichlet Process Mixture Model
SEGA: Semiglobal Graph Alignment for Structure-Based Protein Comparison
Drug-Target Interaction Prediction: End-to-End Deep Learning Approach
Feature Selection for Optimized High-Dimensional Biomedical Data Using an Improved Shuffled Frog Leaping Algorithm
Predicting Microbial Interactions Using Vector Autoregressive Model with Graph Regularization
Laplacian Linear Discriminant Analysis Approach to Unsupervised Feature Selection
Data Convexity and Parameter Independent Clustering for Biomedical Datasets
MetaboliticsDB: A Database of Metabolomics Analyses
Understanding Protein Networks Using Vester's Sensitivity Model
Topological Metrizations of Trees, and New Quartet Methods of Tree Inference
Multiclass Gene Selection Using Pareto-Fronts
Memory Efficient Algorithms for Structural Alignment of RNAs with Pseudoknots
CrystalM: A Multi-View Fusion Approach for Protein Crystallization Prediction
NeoMS: Mass Spectrometry-Based Method for Uncovering Mutated MHC-I Neoantigens
Microbe-Drug Association Prediction Model Based on Adaptive Network Fusion of Structural-Topological Information With Integration Strategy
Extension of Partial Gene Transcripts by Iterative Mapping of RNA-Seq Raw Reads
circ2DGNN: circRNA-Disease Association Prediction via Transformer-Based Graph Neural Network
Transfer Learning for Molecular Cancer Classification Using Deep Neural Networks
MiRTDL: A Deep Learning Approach for miRNA Target Prediction
Small-Sample Estimation of the Mutational Support and Distribution of SARS-CoV-2
Coalescent-Based Method for Learning Parameters of Admixture Events from Large-Scale Genetic Variation Data
Prediction of Hot Regions in PPIs Based on Improved Local Community Structure Detecting
A Trade-Off between Sample Complexity and Computational Complexity in Learning Boolean Networks from Time-Series Data
Named Entity Aware Transfer Learning for Biomedical Factoid Question Answering
On the Characterization and Selection of Diverse Conformational Ensembles with Applications to Flexible Docking
Triplet-Net Classification of Contiguous Stem Cell Microscopy Images
Semisupervised Learning for Molecular Profiling
Learning Prognostic Models Using Disease Progression Patterns: Predicting the Need for Non-Invasive Ventilation in Amyotrophic Lateral Sclerosis
Transforming UTE-mDixon MR Abdomen-Pelvis Images Into CT by Jointly Leveraging Prior Knowledge and Partial Supervision
MAHyNet: Parallel Hybrid Network for RNA-Protein Binding Sites Prediction Based on Multi-Head Attention and Expectation Pooling
Self-Supervised Learning for Label Sparsity in Computational Drug Repositioning
A Polynomial-Time Algorithm for Minimizing the Deep Coalescence Cost for Level-1 Species Networks
An Integrated Approach for Identification of Functionally Similar MicroRNAs in Colorectal Cancer
Classification of Single-Cell Gene Expression Trajectories from Incomplete and Noisy Data
Influence of Airway Secretion on Airflow Dynamics of Mechanical Ventilated Respiratory System
On Attractor Detection and Optimal Control of Deterministic Generalized Asynchronous Random Boolean Networks
Expanded Explorations into the Optimization of an Energy Function for Protein Design
Multitask Learning for Protein Subcellular Location Prediction
RPCA-Based Tumor Classification Using Gene Expression Data
DFTNet: Dual-Path Feature Transfer Network for Weakly Supervised Medical Image Segmentation
NovoExD: De novo Peptide Sequencing for ETD/ECD Spectra
A Fitted Sparse-Group Lasso for Genome-Based Evaluations
A Mathematical Model to Study the Dynamics of Epithelial Cellular Networks
Petri Net Siphon Analysis and Graph Theoretic Measures for Identifying Combination Therapies in Cancer
A Copula-Based Granger Causality Measure for the Analysis of Neural Spike Train Data
A Unified Approach for Reconstructing Ancient Gene Clusters
Guest Editorial for the 13th Asia Pacific Bioinformatics Conference
A Survey on Filter Techniques for Feature Selection in Gene Expression Microarray Analysis
AngClust: Angle Feature-Based Clustering for Short Time Series Gene Expression Profiles
Cophenetic Median Trees
Detecting Protein Complexes from Signed Protein-Protein Interaction Networks
Region Growing for Segmenting Green Microalgae Images
Human Pathway-Based Disease Network
GUSignal: An Informatics Tool to Analyze Glucuronidase Gene Expression in Arabidopsis Thaliana Roots
BpMatch: An Efficient Algorithm for a Segmental Analysis of Genomic Sequences
Molecular Pattern Discovery Based on Penalized Matrix Decomposition
BioCode: A Data-Driven Procedure to Learn the Growth of Biological Networks
Systematic Inspection of the Clinical Relevance of TP53 Missense Mutations in Gastric Cancer
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"
Extracting Dynamics from Static Cancer Expression Data
Evaluation of Breast Cancer Susceptibility Using Improved Genetic Algorithms to Generate Genotype SNP Barcodes
A Cascade of 2.5D CNN and Bidirectional CLSTM Network for Mitotic Cell Detection in 4D Microscopy Image
Organisation-Oriented Coarse Graining and Refinement of Stochastic Reaction Networks
A Framework for Identifying Genotypic Information from Clinical Records: Exploiting Integrated Ontology Structures to Transfer Annotations between ICD Codes and Gene Ontologies
Enabling Massive XML-Based Biological Data Management in HBase
Prediction of Inter-Residue Multiple Distances and Exploration of Protein Multiple Conformations by Deep Learning
Variable Neighborhood Search for Partitioning Sparse Biological Networks into the Maximum Edge-Weighted $k$k-Plexes
ICDNSGA: Identification of Potential circRNA-Disease Associations Based on Improved Non-Dominated Sorting Genetic Algorithm
Protein Complexes Detection Based on Semi-Supervised Network Embedding Model
Multi-Modal Multi-Kernel Graph Learning for Autism Prediction and Biomarker Discovery
CAMS-RS: Clustering Algorithm for Large-Scale Mass Spectrometry Data Using Restricted Search Space and Intelligent Random Sampling
A Deep Learning Framework for Identifying Cancer Driver Genes Based on Transformer and Graph Convolutional Network
A Mixed-Norm Laplacian Regularized Low-Rank Representation Method for Tumor Samples Clustering
Cross-Modality LGE-CMR Segmentation Using Image-to-Image Translation Based Data Augmentation
Ligand-Based Pharmacophore Modeling and Quantum Computational Approaches for the Development of hCA XII Inhibitor
Organized Modularity in the Interactome: Evidence from the Analysis of Dynamic Organization in the Cell Cycle
Supervised Prediction of Aging-Related Genes From a Context-Specific Protein Interaction Subnetwork
Efficient Compression and Indexing for Highly Repetitive DNA Sequence Collections
Next-Generation Sequencing Markup Language (NGSML): A Medium for the Representation and Exchange of NGS Data
Curatable Named-Entity Recognition Using Semantic Relations
A Knowledge-Based Multiple-Sequence Alignment Algorithm
On the Application of Active Learning and Gaussian Processes in Postcryopreservation Cell Membrane Integrity Experiments
Profile Hidden Markov Models Are Not Identifiable
I-Health: SDN-Based Fog Architecture for IIoT Applications in Healthcare
A Novel Feature Selection Method for Uncertain Features: An Application to the Prediction of Pro-/Anti-Longevity Genes
Inherent Nonlinear Distribution of High-Dimensional Genotypic Data Identified as a Possible Source of Confounding Factors in Population Structure Analysis
StemP: A Fast and Deterministic Stem-Graph Approach for RNA Secondary Structure Prediction
Practical Guidelines for Incorporating Knowledge-Based and Data-Driven Strategies into the Inference of Gene Regulatory Networks
CONDEL: Detecting Copy Number Variation and Genotyping Deletion Zygosity from Single Tumor Samples Using Sequence Data
Collaborative Attention Contrast Learning for Cancer Subtype Identification Based on Multi-Omics Data
Influence of Prior Knowledge in Constraint-Based Learning of Gene Regulatory Networks
MGT-SM: A Method for Constructing Cellular Signal Transduction Networks
Discriminative Domain Adaption Network for Simultaneously Removing Batch Effects and Annotating Cell Types in Single-Cell RNA-Seq
Dynamical Detection of Boundaries and Cavities in Biophysical Cell-Based Simulations of Growing Tumor Tissues
Classification of Caenorhabditis Elegans Locomotion Behaviors With Eigenfeature-Enhanced Long Short-Term Memory Networks
NMFGO: Gene Function Prediction via Nonnegative Matrix Factorization with Gene Ontology
RMSCNN: A Random Multi-Scale Convolutional Neural Network for Marine Microbial Bacteriocins Identification
Hardware-Software Codesign Based Accelerated and Reconfigurable Methodology for String Matching in Computational Bioinformatics Applications
Querying of Disparate Association and Interaction Data in Biomedical Applications
A Deep Learning Approach to the Prediction of Drug Side-Effects on Molecular Graphs
Optimal Algorithms for the Interval Location Problem with Range Constraints on Length and Average
fmpRPMF: A Web Implementation for Protein Identification by Robust Peptide Mass Fingerprinting
Supervised Dimension Reduction for Large-Scale "Omics" Data With Censored Survival Outcomes Under Possible Non-Proportional Hazards
An Automatic Translation of SBML into Beta-Binders
Using Symmetry to Enhance the Performance of Agent-Based Epidemic Models
Dynamic Module Detection in Temporal Attributed Networks of Cancers
Coalescent Histories for Caterpillar-Like Families
Predicting nsSNPs that Disrupt Protein-Protein Interactions Using Docking
Machine Vision System for 3D Plant Phenotyping
Prediction of Drug-Related Diseases Through Integrating Pairwise Attributes and Neighbor Topological Structures
Compressed Sparse FM-Index: Fast Sequence Alignment Using Large K-Steps
Algorithms for the Sequential Reprogramming of Boolean Networks
Stable DNA Storage Encoding Scheme Based on Repeating Substring Tree
Adjoint Systems for Models of Cell Signaling Pathways and their Application to Parameter Fitting
TDFFM: Transformer and Deep Forest Fusion Model for Predicting Coronavirus 3C-Like Protease Cleavage Sites
NetPro: Neighborhood Interaction-Based Drug Repositioning via Label Propagation
Immuno-Informatics Based Peptides: An Approach for Vaccine Development Against Outer Membrane Proteins of Pseudomonas Genus
Semantics of Multimodal Network Models
Tissue Specificity Based Isoform Function Prediction
scBKAP: A Clustering Model for Single-Cell RNA-Seq Data Based on Bisecting K-Means
DeepSG2PPI: A Protein-Protein Interaction Prediction Method Based on Deep Learning
TaBooN Boolean Network Synthesis Based on Tabu Search
Secure Wavelet Matrix: Alphabet-Friendly Privacy-Preserving String Search for Bioinformatics
A Shape Descriptor for Fast Complementarity Matching in Molecular Docking
Optimized Elastic Network Models With Direct Characterization of Inter-Residue Cooperativity for Protein Dynamics
iEnhancer-KL: A Novel Two-Layer Predictor for Identifying Enhancers by Position Specific of Nucleotide Composition
KGRACDA: A Model Based on Knowledge Graph from Recursion and Attention Aggregation for CircRNA-Disease Association Prediction
Using Qualitative Probability in Reverse-Engineering Gene Regulatory Networks
PerPAS: Topology-Based Single Sample Pathway Analysis Method
A Framework for Three-Dimensional Simulation of Morphogenesis
Computational Prediction of Potential Vaccine Candidates From tRNA Encoded peptides (tREP) Using a Bioinformatic Workflow and Molecular Dynamics Validations
Divide and Conquer Approach to Contact Map Overlap Problem Using 2D-Pattern Mining of Protein Contact Networks
Removing Noise and Ambiguities from Comparative Maps in Rearrangement Analysis
Robust Classification Method of Tumor Subtype by Using Correlation Filters
oComm: Overlapping Community Detection in Multi-View Brain Network
GenoPri'16: International Workshop on Genome Privacy and Security
Structural Class Classification of 3D Protein Structure Based on Multi-View 2D Images
Heterogeneous Multi-Task Learning With Expert Diversity
A New Method for Detecting Protein Complexes based on the Three Node Cliques
A Design of mRNA-Based COVID-19 Vaccine Through Fuzzy Neural Network
Planar Rooted Phylogenetic Networks
MHRWR: Prediction of lncRNA-Disease Associations Based on Multiple Heterogeneous Networks
Constraint-Based Sub-Graph Partitioning for Multi-Cellular Biological Networks
IIB-DDI: Invariant Information Bottleneck Theory for Out-of-Distribution Drug-Drug Interaction Prediction
Protein Complexes Discovery Based on Protein-Protein Interaction Data via a Regularized Sparse Generative Network Model
Beyond Fixed-Resolution Alignment-Free Measures for Mammalian Enhancers Sequence Comparison
STAD-CoAtt: Integration of Evolving Gene Graphs in the Assessment of Neuropathological Stages Using Spatiotemporal Representations of Brain Transcriptomics Data
Refining Regulatory Networks through Phylogenetic Transfer of Information
TrustworthyCPI: Trustworthy Compound-Protein Interaction Prediction
Leveraging Sequential and Spatial Neighbors Information by Using CNNs Linked With GCNs for Paratope Prediction
Overcoming Sparseness of Biomedical Networks to Identify Drug Repositioning Candidates
DrPOCS: Drug Repositioning Based on Projection Onto Convex Sets
Weakly Supervised Deep Nuclei Segmentation With Sparsely Annotated Bounding Boxes for DNA Image Cytometry
Detection of Tandem Repeats in DNA Sequences Using Short-Time Ramanujan Fourier Transform
Heterogeneous Cloud Framework for Big Data Genome Sequencing
A Multimodal Approach for Protein Remote Homology Detection
Predicting microRNA-Disease Associations Through Multi-View Feature Fusion and Matrix Completion on Graph Convolutional Networks
deGSM: Memory Scalable Construction Of Large Scale de Bruijn Graph
CSD Homomorphisms between Phylogenetic Networks
ctP 2 ISP: Protein-Protein Interaction Sites Prediction Using Convolution and Transformer With Data Augmentation
APT: An Automated Probe Tracker From Gene Expression Data