Prediction of protein-protein interactions using random decision forest framework

scientific article published on 18 October 2005

Prediction of protein-protein interactions using random decision forest framework is …
instance of (P31):
scholarly articleQ13442814

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P8978DBLP publication IDjournals/bioinformatics/ChenL05
P356DOI10.1093/BIOINFORMATICS/BTI721
P8608Fatcat IDrelease_pxm5v4epybha3p24yolqgd6jwi
P698PubMed publication ID16234318
P5875ResearchGate publication ID7532777

P2093author name stringMei Liu
Xue-Wen Chen
P2860cites workIdentifying Important Risk Factors for Survival in Kidney Graft Failure Patients Using Random Survival ForestsQ22673963
The Pfam protein families databaseQ24599089
A comprehensive analysis of protein-protein interactions in Saccharomyces cerevisiaeQ27860755
Toward a protein-protein interaction map of the budding yeast: A comprehensive system to examine two-hybrid interactions in all possible combinations between the yeast proteinsQ27932356
The Database of Interacting Proteins: 2004 updateQ28234998
Detecting protein function and protein-protein interactions from genome sequencesQ29547473
Conservation of gene order: a fingerprint of proteins that physically interactQ29616049
A network of protein-protein interactions in yeastQ30004209
iPfam: visualization of protein-protein interactions in PDB at domain and amino acid resolutionsQ33844563
Correlated sequence-signatures as markers of protein-protein interactionQ34087861
DIP: The Database of Interacting Proteins: 2001 updateQ34303573
InterDom: a database of putative interacting protein domains for validating predicted protein interactions and complexesQ35158913
Inferring domain-domain interactions from protein-protein interactionsQ35806010
Predicting protein function by genomic context: quantitative evaluation and qualitative inferencesQ40414366
Predicting protein--protein interactions from primary structureQ40710149
Co-evolution of proteins with their interaction partnersQ41742351
Prediction of potential protein-protein interaction sites from amino acid sequence. Identification of a fibrin polymerization site.Q45096855
Prediction of protein-protein interaction sites using patch analysisQ47627162
Protein-protein interaction map inference using interacting domain profile pairsQ48668441
Prediction of protein interaction sites from sequence profile and residue neighbor listQ49265986
Prediction of protein--protein interaction sites in heterocomplexes with neural networks.Q52045413
Is there a bias in proteome research?Q52936012
Similarity of phylogenetic trees as indicator of protein-protein interaction.Q55035526
The random subspace method for constructing decision forestsQ56502470
P433issue24
P407language of work or nameEnglishQ1860
P921main subjectprotein-protein interactionQ896177
P1104number of pages7
P304page(s)4394-4400
P577publication date2005-10-18
P1433published inBioinformaticsQ4914910
P1476titlePrediction of protein-protein interactions using random decision forest framework
P478volume21

Reverse relations

cites work (P2860)
Q47658255A Bayesian approach for estimating protein-protein interactions by integrating structural and non-structural biological data
Q28276262A machine learning approach to predicting protein-ligand binding affinity with applications to molecular docking
Q60915322A model to predict the function of hypothetical proteins through a nine-point classification scoring schema
Q34072505A novel feature extraction scheme with ensemble coding for protein-protein interaction prediction
Q92584828A novel matrix of sequence descriptors for predicting protein-protein interactions from amino acid sequences
Q38283868A review of in silico approaches for analysis and prediction of HIV-1-human protein-protein interactions
Q46137873An integrative domain-based approach to predicting protein-protein interactions
Q37743545Artificial intelligence techniques for colorectal cancer drug metabolism: ontology and complex network.
Q33441747Assessing reliability of protein-protein interactions by integrative analysis of data in model organisms
Q38683274Assessing the Potential of Land Use Modification to Mitigate Ambient NO₂ and Its Consequences for Respiratory Health
Q51610286Automated QSAR with a Hierarchy of Global and Local Models.
Q33622920Automatic structure classification of small proteins using random forest.
Q41870878Classifying pairs with trees for supervised biological network inference
Q33256165Co-evolutionary analysis of domains in interacting proteins reveals insights into domain-domain interactions mediating protein-protein interactions
Q33407874ComPhy: prokaryotic composite distance phylogenies inferred from whole-genome gene sets
Q50321036Combination of CRP and NLR: a better predictor of postoperative survival in patients with gastric cancer
Q89174572Computational Methods for Predicting Protein-Protein Interactions Using Various Protein Features
Q41850322Computational Prediction of Protein-Protein Interaction Networks: Algo-rithms and Resources
Q64988383Computational identification of protein-protein interactions in model plant proteomes.
Q35104055Computational prediction of the human-microbial oral interactome
Q39920083Critical assessment of sequence-based protein-protein interaction prediction methods that do not require homologous protein sequences
Q28754534DASMI: exchanging, annotating and assessing molecular interaction data
Q33462626DASMIweb: online integration, analysis and assessment of distributed protein interaction data
Q24610433DOMINE: a comprehensive collection of known and predicted domain-domain interactions
Q36454332DOMINE: a database of protein domain interactions
Q29029166Deciphering Protein–Protein Interactions. Part II. Computational Methods to Predict Protein and Domain Interaction Partners
Q40135840Detecting reliable non interacting proteins (NIPs) significantly enhancing the computational prediction of protein-protein interactions using machine learning methods.
Q45943660Different protein-protein interface patterns predicted by different machine learning methods.
Q38266754Discovering novel protein-protein interactions by measuring the protein semantic similarity from the biomedical literature
Q45944211Distributed smoothed tree kernel for protein-protein interaction extraction from the biomedical literature.
Q37774003Drug discovery and design for complex diseases through QSAR computational methods.
Q35380551Efficient prediction of progesterone receptor interactome using a support vector machine model
Q94596003Estimation of soil salt content by combining UAV-borne multispectral sensor and machine learning algorithms
Q58697064Evolution of In Silico Strategies for Protein-Protein Interaction Drug Discovery
Q47643716Fast segmentation of kidney components using random forests and ferns
Q58649234From Experimental Approaches to Computational Techniques: A Review on the Prediction of Protein-Protein Interactions
Q33407912GAIA: a gram-based interaction analysis tool--an approach for identifying interacting domains in yeast.
Q21133651Genome-scale screening of drug-target associations relevant to Ki using a chemogenomics approach
Q33320137Genome-wide inference of protein interaction sites: lessons from the yeast high-quality negative protein-protein interaction dataset
Q34461945Heterogeneous data integration by tree-augmented naïve Bayes for protein-protein interactions prediction
Q28740452High-dimensional pharmacogenetic prediction of a continuous trait using machine learning techniques with application to warfarin dose prediction in African Americans
Q36051148IDDI: integrated domain-domain interaction and protein interaction analysis system
Q91827368Identification of Targetable Pathways in Oral Cancer Patients via Random Forest and Chemical Informatics
Q37316390Identification of protein functions using a machine-learning approach based on sequence-derived properties
Q46929781Identifying subcellular localizations of mammalian protein complexes based on graph theory with a random forest algorithm
Q35906379Inference of domain-disease associations from domain-protein, protein-disease and disease-disease relationships
Q64118560Integration of A Deep Learning Classifier with A Random Forest Approach for Predicting Malonylation Sites
Q34177262Integration strategy is a key step in network-based analysis and dramatically affects network topological properties and inferring outcomes
Q93185985Inter-Species/Host-Parasite Protein Interaction Predictions Reviewed
Q33621912Interaction prediction and classification of PDZ domains.
Q37364210Knowledge-guided inference of domain-domain interactions from incomplete protein-protein interaction networks
Q33542870Large-scale prediction of protein-protein interactions from structures
Q59120488Link Prediction Methods and Their Accuracy for Different Social Networks and Network Metrics
Q62495870Machine Learning-based Virtual Screening and Its Applications to Alzheimer's Drug Discovery: A Review
Q90013579Machine-learning techniques for the prediction of protein-protein interactions
Q33490835Multi-level learning: improving the prediction of protein, domain and residue interactions by allowing information flow between levels
Q37804514Multigenic Modeling of Complex Disease by Random Forests
Q41554188Multitask learning for host-pathogen protein interactions
Q30485904Negated bio-events: analysis and identification
Q44330643On Position-Specific Scoring Matrix for Protein Function Prediction
Q38172136On protocols and measures for the validation of supervised methods for the inference of biological networks
Q36204412PPCM: Combing Multiple Classifiers to Improve Protein-Protein Interaction Prediction
Q45959110PPIevo: protein-protein interaction prediction from PSSM based evolutionary information.
Q58737310PPInS: a repository of protein-protein interaction sitesbase
Q31043905Partner-aware prediction of interacting residues in protein-protein complexes from sequence data
Q33516895Phylogeny-guided interaction mapping in seven eukaryotes
Q34109026Predicting RNA-protein interactions using only sequence information
Q42637434Predicting and understanding transcription factor interactions based on sequence level determinants of combinatorial control
Q35721356Predicting protein-protein interactions based only on sequences information
Q33548907Predicting protein-protein interactions in unbalanced data using the primary structure of proteins
Q34064661Predicting residue-residue contacts and helix-helix interactions in transmembrane proteins using an integrative feature-based random forest approach
Q33528207Predicting the protein-protein interactions using primary structures with predicted protein surface
Q30665725Predicting whole genome protein interaction networks from primary sequence data in model and non-model organisms using ENTS.
Q39541532Prediction of Protein-Protein Interaction via co-occurring Aligned Pattern Clusters
Q45943145Prediction of Protein-Protein Interactions.
Q51609595Prediction of RNA-binding residues in proteins from primary sequence using an enriched random forest model with a novel hybrid feature.
Q41860294Prediction of detailed enzyme functions and identification of specificity determining residues by random forests.
Q33387695Prediction of glycosylation sites using random forests
Q35686822Prediction of interactions between HIV-1 and human proteins by information integration.
Q38451390Prediction of protein-protein interaction network using a multi-objective optimization approach
Q33403407Prediction of protein-protein interaction types using association rule based classification
Q46418613Protein classification combining surface analysis and primary structure
Q38681085Protein complex analysis: From raw protein lists to protein interaction networks
Q33318470Protein function assignment through mining cross-species protein-protein interactions
Q34913656Protein inter-domain linker prediction using Random Forest and amino acid physiochemical properties
Q41961515Protein-protein interaction based on pairwise similarity.
Q34450771Protein-protein interaction predictions using text mining methods
Q62492646Protein-protein interaction sites prediction by ensemble random forests with synthetic minority oversampling technique
Q30002405Protein-protein interactions: analysis and prediction
Q55317399Quantitative estimation of soil salinity by means of different modeling methods and visible-near infrared (VIS-NIR) spectroscopy, Ebinur Lake Wetland, Northwest China.
Q36939329RVMAB: Using the Relevance Vector Machine Model Combined with Average Blocks to Predict the Interactions of Proteins from Protein Sequences
Q31105322Random Forests for Global and Regional Crop Yield Predictions
Q34708844Reconstituting protein interaction networks using parameter-dependent domain-domain interactions
Q37352085Research prioritization through prediction of future impact on biomedical science: a position paper on inference-analytics
Q41327061Rice_Phospho 1.0: a new rice-specific SVM predictor for protein phosphorylation sites
Q46537943Sequence-based prediction of protein interaction sites with an integrative method
Q33959387Simplified method to predict mutual interactions of human transcription factors based on their primary structure
Q30363264Structural bioinformatics of the interactome.
Q30380962Survey of Natural Language Processing Techniques in Bioinformatics.
Q41895237The Negatome database: a reference set of non-interacting protein pairs
Q31118966The development of a universal in silico predictor of protein-protein interactions
Q36120552The parameter sensitivity of random forests
Q35896436The use of classification trees for bioinformatics
Q33475174Triangle network motifs predict complexes by complementing high-error interactomes with structural information
Q37263843What are decision trees?
Q37245801d-Omix: a mixer of generic protein domain analysis tools
Q41902681in silico identification of protein-protein interactions in Silkworm, Bombyx mori
Q35102125ppiPre: predicting protein-protein interactions by combining heterogeneous features

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