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- short-paperSeptember 2014
Large highly connected clusters in protein-protein interaction networks
BCB '14: Proceedings of the 5th ACM Conference on Bioinformatics, Computational Biology, and Health InformaticsPages 390–399https://doi.org/10.1145/2649387.2649416The edge (vertex) connectivity of a graph is the minimum number of edges (vertices) that must be removed to disconnect the graph. Connectivity is an important property of a graph but has seldom been used in the study of protein-protein interaction (PPI) ...
- tutorialSeptember 2013
Clustering Coefficients in Protein Interaction Hypernetworks
BCB'13: Proceedings of the International Conference on Bioinformatics, Computational Biology and Biomedical InformaticsPages 552–560https://doi.org/10.1145/2506583.2506635Modeling protein interaction data with graphs (networks) is insufficient for some common types of experimentally generated interaction data. For example, in affinity purification experiments, one protein is pulled out of the cell along with other ...
- articleMarch 2013
Reconstruction of Signaling Network from Protein Interactions Based on Function Annotations
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB), Volume 10, Issue 2Pages 514–521https://doi.org/10.1109/TCBB.2013.20The directionality of protein interactions is the prerequisite of forming various signaling networks, and the construction of signaling networks is a critical issue in the discovering the mechanism of the life process. In this paper, we proposed a novel ...
- ArticleSeptember 2012
A Network Approach for Computational Drug Repositioning
HISB '12: Proceedings of the 2012 IEEE Second International Conference on Healthcare Informatics, Imaging and Systems BiologyPage 83https://doi.org/10.1109/HISB.2012.26Computational drug repositioning offers promise for discovering new uses of existing drugs, as drug related molecular, chemical, and clinical information has increased over the past decade and become broadly accessible. In this study, we present a new ...
- articleJuly 2012
A Computational Model for Predicting Protein Interactions Based on Multidomain Collaboration
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB), Volume 9, Issue 4Pages 1081–1090https://doi.org/10.1109/TCBB.2012.55Recently, several domain-based computational models for predicting protein-protein interactions (PPIs) have been proposed. The conventional methods usually infer domain or domain combination (DC) interactions from already known interacting sets of ...
- ArticleApril 2011
Protein complex discovery from protein interaction network with high false-positive rate
Finding protein complexes and their functions is essential work for understanding biological process. However, one of the difficulties in inferring protein complexes from protein-protein interaction(PPI) network originates from the fact that protein ...
- research-articleAugust 2010
Faster coevolution detection of proteins using maximum similar cliques
BCB '10: Proceedings of the First ACM International Conference on Bioinformatics and Computational BiologyPages 484–486https://doi.org/10.1145/1854776.1854865We present a new and faster algorithm for predicting coevolving proteins from pairs of protein distance matrices that are free to differ in size and scale, based on the initial work in [3]. The new algorithm has a more effective pruning strategy for ...
- ArticleAugust 2008
Prediction of Protein-Protein Binding Hot Spots: A Combination of Classifiers Approach
BSB '08: Proceedings of the 3rd Brazilian symposium on Bioinformatics: Advances in Bioinformatics and Computational BiologyPages 165–168https://doi.org/10.1007/978-3-540-85557-6_16In this work we approach the problem of predicting protein binding hot spot residues through a combination of classifiers. We consider a comprehensive set of structural and chemical properties reported in the literature for characterizing hot spot ...
- articleSeptember 2006
Transitive closure and metric inequality of weighted graphs: detecting protein interaction modules using cliques
International Journal of Data Mining and Bioinformatics (IJDMB), Volume 1, Issue 2Pages 162–177https://doi.org/10.1504/IJDMB.2006.010854We study transitivity properties of edge weights in complex networks. We show that enforcing transitivity leads to a transitivity inequality which is equivalent to ultra-metric inequality. This can be used to define transitive closure on weighted ...
- articleAugust 2006
Extracting Protein-Protein Interaction Information from Biomedical Text with SVM
IEICE - Transactions on Information and Systems (TROIS), Volume E89-D, Issue 8Pages 2464–2466https://doi.org/10.1093/ietisy/e89-d.8.2464Automated information extraction systems from biomedical text have been reported. Some systems are based on manually developed rules or pattern matching. Manually developed rules are specific for analysis, however, new rules must be developed for each ...
- articleMay 2006
Interface surfaces for protein-protein complexes
Protein-protein interactions, which form the basis for most cellular processes, result in the formation of protein interfaces. Believing that the local shape of proteins is crucial, we take a geometric approach and present a definition of an interface ...
- ArticleAugust 2004
High-throughput protein interactome data: minable or not
BIOKDD'04: Proceedings of the 4th International Conference on Data Mining in BioinformaticsPages 18–23There is an emerging trend in post-genome biology to study the collection of thousands of protein interaction pairs (protein interactome) derived from high-throughput experiments. However, high-throughput protein interactome data, especially when ...
- ArticleMarch 2004
Interface surfaces for protein-protein complexes
RECOMB '04: Proceedings of the eighth annual international conference on Research in computational molecular biologyPages 205–212https://doi.org/10.1145/974614.974642Protein-protein interactions, which form the basis for most cellular processes, result in the formation of protein interfaces. Believing that the local shape of proteins is crucial, we take a geometric approach and present a definition of an interface ...
- articleMarch 2004
TRANSPATH®—a high quality database focused on signal transduction: Conference Reviews
- Claudia Choi,
- Mathias Krull,
- Alexander Kel,
- Olga Kel-Margoulis,
- Susanne Pistor,
- Anatolij Potapov,
- Nico Voss,
- Edgar Wingender
TRANSPATH® can either be used as an encyclopedia, for both specific and general information on signal transduction, or can serve as a network analyser. Therefore, three modules have been created: the first one is the data, which have been manually ...
- articleMarch 2004
Interactome data and databases: different types of protein interaction: Conference Reviews
In recent years, the biomolecular sciences have been driven forward by overwhelming advances in new biotechnological high-throughput experimental methods and bioinformatic genome-wide computational methods. Such breakthroughs are producing huge amounts ...