Nagiza F. Samatova
According to our database1,
Nagiza F. Samatova
authored at least 139 papers
between 2000 and 2022.
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Bibliography
2022
2020
Group classification of the two-dimensional shallow water equations with the beta-plane approximation of coriolis parameter in Lagrangian coordinates.
Commun. Nonlinear Sci. Numer. Simul., 2020
2018
Proceedings of 2018 ACM SIGKDD Workshop on Causal Discovery, 2018
An Intelligent and Hybrid Weighted Fuzzy Time Series Model Based on Empirical Mode Decomposition for Financial Markets Forecasting.
Proceedings of the Advances in Data Mining. Applications and Theoretical Aspects, 2018
Multilevel Heuristics for Rationale-Based Entity Relation Classification in Sentences.
Proceedings of the 27th International Conference on Computational Linguistics, 2018
An Interpretable Generative Adversarial Approach to Classification of Latent Entity Relations in Unstructured Sentences.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
2017
IEEE Trans. Knowl. Data Eng., 2017
The Application of the Weighted <i>k</i>-Partite Graph Problem to the Multiple Alignment for Metabolic Pathways.
J. Comput. Biol., 2017
Proceedings of the Conference on Technologies and Applications of Artificial Intelligence, 2017
Proceedings of the 29th International Conference on Scientific and Statistical Database Management, 2017
Proceedings of the 11th IEEE International Conference on Semantic Computing, 2017
Proceedings of the 21st Pacific Asia Conference on Information Systems, 2017
Proceedings of the 22nd International Conference on Intelligent User Interfaces, 2017
Real time utility-based recommendation for revenue optimization via an adaptive online Top-K high utility itemsets mining model.
Proceedings of the 13th International Conference on Natural Computation, 2017
Proceedings of the Financial Cryptography and Data Security, 2017
Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017
Efficient Outlier Detection in Hyperedge Streams Using MinHash and Locality-Sensitive Hashing.
Proceedings of the Complex Networks & Their Applications VI, 2017
Proceedings of the Complex Networks & Their Applications VI, 2017
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017
Mining Aspect-Specific Opinions from Online Reviews Using a Latent Embedding Structured Topic Model.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2017
Towards Automatic Linkage of Knowledge Worker's Claims with Associated Evidence from Screenshots.
Proceedings of the Third IEEE International Conference on Big Data Computing Service and Applications, 2017
An Intelligent Weighted Fuzzy Time Series Model Based on a Sine-Cosine Adaptive Human Learning Optimization Algorithm and Its Application to Financial Markets Forecasting.
Proceedings of the Advanced Data Mining and Applications - 13th International Conference, 2017
2016
On size-constrained minimum s-t cut problems and size-constrained dense subgraph problems.
Theor. Comput. Sci., 2016
A Scalable Approach for Outlier Detection in Edge Streams Using Sketch-based Approximations.
Proceedings of the 2016 SIAM International Conference on Data Mining, 2016
Online Prediction of User Actions through an Ensemble Vote from Vector Representation and Frequency Analysis Models.
Proceedings of the 2016 SIAM International Conference on Data Mining, 2016
Proceedings of the 45th International Conference on Parallel Processing, 2016
Proceedings of the IEEE/ACM 16th International Symposium on Cluster, 2016
Proceedings of the IEEE/ACM 16th International Symposium on Cluster, 2016
Exploring memory hierarchy and network topology for runtime AMR data sharing across scientific applications.
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016
Proceedings of the Advanced Data Mining and Applications - 12th International Conference, 2016
Proceedings of the Advanced Data Mining and Applications - 12th International Conference, 2016
Proceedings of the Advanced Data Mining and Applications - 12th International Conference, 2016
2015
J. Bioinform. Comput. Biol., 2015
Proceedings of the 27th International Conference on Scientific and Statistical Database Management, 2015
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2015
Proceedings of the 2015 IEEE International Conference on Cluster Computing, 2015
Proceedings of the 15th IEEE/ACM International Symposium on Cluster, 2015
2014
IEEE Trans. Parallel Distributed Syst., 2014
Theor. Comput. Sci., 2014
Hello ADIOS: the challenges and lessons of developing leadership class I/O frameworks.
Concurr. Comput. Pract. Exp., 2014
DIRAQ: scalable in situ data- and resource-aware indexing for optimized query performance.
Clust. Comput., 2014
Proceedings of the Supercomputing - 29th International Conference, 2014
Memory-efficient Query-driven Community Detection with Application to Complex Disease Associations.
Proceedings of the 2014 SIAM International Conference on Data Mining, 2014
Fast Set Intersection through Run-Time Bitmap Construction over PForDelta-Compressed Indexes.
Proceedings of the Euro-Par 2014 Parallel Processing, 2014
Proceedings of the Euro-Par 2014 Parallel Processing, 2014
Proceedings of the 14th IEEE/ACM International Symposium on Cluster, 2014
2013
ALACRITY: Analytics-Driven Lossless Data Compression for Rapid In-Situ Indexing, Storing, and Querying.
Trans. Large Scale Data Knowl. Centered Syst., 2013
Stat. Anal. Data Min., 2013
Discovery of extreme events-related communities in contrasting groups of physical system networks.
Data Min. Knowl. Discov., 2013
Concurr. Comput. Pract. Exp., 2013
Automatic Detection and Correction of Multi-class Classification Errors Using System Whole-part Relationships.
Proceedings of the 13th SIAM International Conference on Data Mining, 2013
Proceedings of the IJCAI 2013, 2013
Coupled Heterogeneous Association Rule Mining (CHARM): Application Toward Inference of Modulatory Climate Relationships.
Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013
Proceedings of the 22nd International Symposium on High-Performance Parallel and Distributed Computing, 2013
Proceedings of the Euro-Par 2013 Parallel Processing, 2013
PARLO: PArallel Run-Time Layout Optimization for Scientific Data Explorations with Heterogeneous Access Patterns.
Proceedings of the 13th IEEE/ACM International Symposium on Cluster, 2013
2012
PLoS Comput. Biol., 2012
J. Intell. Inf. Syst., 2012
BMC Syst. Biol., 2012
Toward Data-driven, Semi-automatic Inference of Phenomenological Physical Models: Application to Eastern Sahel Rainfall.
Proceedings of the Twelfth SIAM International Conference on Data Mining, 2012
Proceedings of the SC Conference on High Performance Computing Networking, 2012
Multi-level Layout Optimization for Efficient Spatio-temporal Queries on ISABELA-compressed Data.
Proceedings of the 26th IEEE International Parallel and Distributed Processing Symposium, 2012
MLOC: Multi-level Layout Optimization Framework for Compressed Scientific Data Exploration with Heterogeneous Access Patterns.
Proceedings of the 41st International Conference on Parallel Processing, 2012
Hierarchical Classifier-Regression Ensemble for Multi-phase Non-linear Dynamic System Response Prediction: Application to Climate Analysis.
Proceedings of the 12th IEEE International Conference on Data Mining Workshops, 2012
Proceedings of the IEEE 28th International Conference on Data Engineering (ICDE 2012), 2012
ISOBAR hybrid compression-I/O interleaving for large-scale parallel I/O optimization.
Proceedings of the 21st International Symposium on High-Performance Parallel and Distributed Computing, 2012
On the path to sustainable, scalable, and energy-efficient data analytics: Challenges, promises, and future directions.
Proceedings of the 2012 International Green Computing Conference, 2012
Analytics-Driven Lossless Data Compression for Rapid In-situ Indexing, Storing, and Querying.
Proceedings of the Database and Expert Systems Applications, 2012
Improving I/O Throughput with PRIMACY: Preconditioning ID-Mapper for Compressing Incompressibility.
Proceedings of the 2012 IEEE International Conference on Cluster Computing, 2012
Proceedings of the 2012 IEEE International Conference on Cluster Computing, 2012
2011
IEEE Trans. Parallel Distributed Syst., 2011
J. Parallel Distributed Comput., 2011
J. Comb. Optim., 2011
DENSE: efficient and prior knowledge-driven discovery of phenotype-associated protein functional modules.
BMC Syst. Biol., 2011
Efficient alpha, beta-motif Finder for Identification of Phenotype-related Functional Modules.
BMC Bioinform., 2011
ISABELA-QA: query-driven analytics with ISABELA-compressed extreme-scale scientific data.
Proceedings of the Conference on High Performance Computing Networking, 2011
Sensitive and Specific Identification of Protein Complexes in "Perturbed" Protein Interaction Networks from Noisy Pull-Down Data.
Proceedings of the 25th IEEE International Symposium on Parallel and Distributed Processing, 2011
Classification of Emerging Extreme Event Tracks in Multivariate Spatio-Temporal Physical Systems Using Dynamic Network Structures: Application to Hurricane Track Prediction.
Proceedings of the IJCAI 2011, 2011
Biclustering-Driven Ensemble of Bayesian Belief Network Classifiers for Underdetermined Problems.
Proceedings of the IJCAI 2011, 2011
S-preconditioner for Multi-fold Data Reduction with Guaranteed User-Controlled Accuracy.
Proceedings of the 11th IEEE International Conference on Data Mining, 2011
Compressing the Incompressible with ISABELA: In-situ Reduction of Spatio-temporal Data.
Proceedings of the Euro-Par 2011 Parallel Processing - 17th International Conference, 2011
Proceedings of the Euro-Par 2011 Parallel Processing - 17th International Conference, 2011
Proceedings of the 2011 Conference on Intelligent Data Understanding, 2011
Detecting Pathway Cross-Talks by Analyzing Conserved Functional Modules across Multiple Phenotype-Expressing Organisms.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2011
2010
Theor. Comput. Sci., 2010
A high-throughput <i>de novo </i>sequencing approach for shotgun proteomics using high-resolution tandem mass spectrometry.
BMC Bioinform., 2010
<i>Shewanella</i> knowledgebase: integration of the experimental data and computational predictions suggests a biological role for transcription of intergenic regions.
Database J. Biol. Databases Curation, 2010
Improving the Performance of Bayesian Belief Network Classifiers via Decision Tree Based Feature Selection.
Proceedings of the 2010 International Conference on Information & Knowledge Engineering, 2010
Proceedings of the ICDMW 2010, 2010
Proceedings of the ICDMW 2010, 2010
Multiple Alignment of Large Interaction Networks by Fast Identifying Maximal Conserved Patterns.
Proceedings of the International Conference on Bioinformatics & Computational Biology, 2010
Discovery of Enriched Biological Motifs Using Knowledge Priors with Application to Biohydrogen Production.
Proceedings of the International Conference on Bioinformatics & Computational Biology, 2010
Proceedings of the Fourth Linguistic Annotation Workshop, 2010
2009
BMC Medical Informatics Decis. Mak., 2009
J. Parallel Distributed Comput., 2009
Proceedings of the 2009 IEEE/WIC/ACM International Conference on Web Intelligence, 2009
Pairwise Alignment of Interaction Networks by Fast Identification of Maximal Conserved Patterns.
Proceedings of the Biocomputing 2009: Proceedings of the Pacific Symposium, 2009
WebBANC: Building Semantically-Rich Annotated Corpora from Web User Annotations of Minority Languages.
Proceedings of the 17th Nordic Conference of Computational Linguistics, 2009
On perturbation theory and an algorithm for maximal clique enumeration in uncertain and noisy graphs.
Proceedings of the 1st ACM SIGKDD Workshop on Knowledge Discovery from Uncertain Data, 2009
Proceedings of the 3rd Workshop on Social Network Mining and Analysis, 2009
Web-Enabled R for Large-Scale Collaborative Data Mining: A Survey.
Proceedings of the 2009 International Conference on Information & Knowledge Engineering, 2009
pR: Lightweight, Easy-to-Use Middleware to Plugin Parallel Analytical Computing with R.
Proceedings of the 2009 International Conference on Information & Knowledge Engineering, 2009
Incremental All Pairs Similarity Search for Varying Similarity Thresholds with Reduced I/O Overhead.
Proceedings of the 2009 International Conference on Information & Knowledge Engineering, 2009
PR: Automatic parallelization of data-parallel statistical computing codes for R in hybrid multi-node and multi-core environments.
Proceedings of the IADIS International Conference Applied Computing 2009, 2009
Proceedings of the Twenty-Second International Florida Artificial Intelligence Research Society Conference, 2009
A Fast, Accurate Algorithm for Identifying Functional Modules Through Pairwise Local Alignment of Protein Interaction Networks.
Proceedings of the International Conference on Bioinformatics & Computational Biology, 2009
Proceedings of the 2009 IEEE International Conference on Bioinformatics and Biomedicine, 2009
Proceedings of the Scientific Data Management - Challenges, Technology, and Deployment., 2009
2008
From pull-down data to protein interaction networks and complexes with biological relevance.
Bioinform., 2008
Proceedings of the Scientific and Statistical Database Management, 2008
Parallel, scalable, memory-efficient backtracking for combinatoria modeling of large-scale biological systems.
Proceedings of the 22nd IEEE International Symposium on Parallel and Distributed Processing, 2008
Proceedings of the 6th ACS/IEEE International Conference on Computer Systems and Applications, 2008
2007
IEEE Trans. Vis. Comput. Graph., 2007
Proceedings of the Parallel Processing and Applied Mathematics, 2007
Automatic Parallelization of Scripting Languages: Toward Transparent Desktop Parallel Computing.
Proceedings of the 21th International Parallel and Distributed Processing Symposium (IPDPS 2007), 2007
Multi-stage Framework to Infer Protein Functional Modules from Mass Spectrometry Pull-Down Data with Assessment of Biological Relevance.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2007
Proceedings of the 2007 IEEE/ACS International Conference on Computer Systems and Applications (AICCSA 2007), 2007
2006
The sorting direct method for stochastic simulation of biochemical systems with varying reaction execution behavior.
Comput. Biol. Chem., 2006
Proceedings of the 18th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2006), 2006
2005
On FastMap and the Convex Hull of Multivariate Data: Toward Fast and Robust Dimension Reduction.
IEEE Trans. Pattern Anal. Mach. Intell., 2005
Genome-Scale Computational Approaches to Memory-Intensive Applications in Systems Biology.
Proceedings of the ACM/IEEE SC2005 Conference on High Performance Networking and Computing, 2005
Proceedings of the 19th International Parallel and Distributed Processing Symposium (IPDPS 2005), 2005
Accelerating Exact Stochastic Simulation Using Reconfigurable Computing.
Proceedings of The 2005 International Conference on Engineering of Reconfigurable Systems and Algorithms, 2005
Proceedings of the Computing and Combinatorics, 11th Annual International Conference, 2005
RScaLAPACK: High-Performance Parallel Statistical Computing with R and ScaLAPACK.
Proceedings of the ISCA 18th International Conference on Parallel and Distributed Computing Systems, 2005
2004
Proceedings of the Fourth SIAM International Conference on Data Mining, 2004
Proceedings of the 3rd International IEEE Computer Society Computational Systems Bioinformatics Conference, 2004
2003
Interoperability of Visualization Software and Data Models is NOT an Achievable Goal.
Proceedings of the 14th IEEE Visualization Conference, 2003
Proceedings of the 3rd IEEE International Conference on Data Mining (ICDM 2003), 2003
An SVM-based Algorithm for Identification of Photosynthesis-specific Genome Features.
Proceedings of the 2nd IEEE Computer Society Bioinformatics Conference, 2003
2002
RACHET: An Efficient Cover-Based Merging of Clustering Hierarchies from Distributed Datasets.
Distributed Parallel Databases, 2002
Distributed Dimension Reduction Algorithms for Widely Dispersed Data.
Proceedings of the International Conference on Parallel and Distributed Computing Systems, 2002
Parallel Out-of-Core Algorithm for Genome-Scale Enumeration of Metabolic Systemic Pathways.
Proceedings of the 16th International Parallel and Distributed Processing Symposium (IPDPS 2002), 2002
Proceedings of the 35th Hawaii International Conference on System Sciences (HICSS-35 2002), 2002
2000
Agent-based Architecture for Flexible Lean Cell Design, Analysis and Evaluation.
Proceedings of the Global Engineering, 2000