Carlos Ordonez

According to our database1, Carlos Ordonez
  • authored at least 116 papers between 1999 and 2017.
  • has a "Dijkstra number"2 of four.

Timeline

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Bibliography

2017
Predicting Student Success: A Naïve Bayesian Application to Community College Data.
Technology, Knowledge and Learning, 2017

Special issue on DOLAP 2015: Evolving data warehousing and OLAP cubes to big data analytics.
Inf. Syst., 2017

Comparing columnar, row and array DBMSs to process recursive queries on graphs.
Inf. Syst., 2017

Scalable parallel graph algorithms with matrix-vector multiplication evaluated with queries.
Distributed and Parallel Databases, 2017

Boolean Network Models of Collective Dynamics of Open and Closed Large-Scale Multi-agent Systems.
Proceedings of the Industrial Applications of Holonic and Multi-Agent Systems, 2017

Optimization of Percentage Cube Queries.
Proceedings of the Workshops of the EDBT/ICDT 2017 Joint Conference (EDBT/ICDT 2017), 2017

A Tool for Statistical Analysis on Network Big Data.
Proceedings of the 28th International Workshop on Database and Expert Systems Applications, 2017

A Cloud System for Machine Learning Exploiting a Parallel Array DBMS.
Proceedings of the 28th International Workshop on Database and Expert Systems Applications, 2017

Integrating the R Language Runtime System with a Data Stream Warehouse.
Proceedings of the Database and Expert Systems Applications, 2017

2016
Skycube Materialization Using the Topmost Skyline or Functional Dependencies.
ACM Trans. Database Syst., 2016

EIC Editorial.
IEEE Trans. Knowl. Data Eng., 2016

The Gamma Matrix to Summarize Dense and Sparse Data Sets for Big Data Analytics.
IEEE Trans. Knowl. Data Eng., 2016

Accelerating a Gibbs sampler for variable selection on genomics data with summarization and variable pre-selection combining an array DBMS and R.
Machine Learning, 2016

Solar Power Prediction for Smart Community Microgrid.
Proceedings of the 2016 IEEE International Conference on Smart Computing, 2016

Energy-Aware Query Processing on a Parallel Database Cluster Node.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2016

EnerQuery: Energy-Aware Query Processing.
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

Managing Big Data Analytics Workflows with a Database System.
Proceedings of the IEEE/ACM 16th International Symposium on Cluster, 2016

Big Data Analytics Integrating a Parallel Columnar DBMS and the R Language.
Proceedings of the IEEE/ACM 16th International Symposium on Cluster, 2016

Time Complexity and Parallel Speedup to Compute the Gamma Summarization Matrix.
Proceedings of the 10th Alberto Mendelzon International Workshop on Foundations of Data Management, 2016

Unified Algorithm to Solve Several Graph Problems with Relational Queries.
Proceedings of the 10th Alberto Mendelzon International Workshop on Foundations of Data Management, 2016

2015
Dépendances fonctionnelles et requêtes skyline multidimensionnelles.
Ingénierie des Systèmes d'Information, 2015

Clustering binary cube dimensions to compute relaxed GROUP BY aggregations.
Inf. Syst., 2015

DOLAP 2015 Workshop Summary.
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

2014
Bayesian Variable Selection in Linear Regression in One Pass for Large Datasets.
TKDD, 2014

A Query Beehive Algorithm for Data Warehouse Buffer Management and Query Scheduling.
IJDWM, 2014

PCA for large data sets with parallel data summarization.
Distributed and Parallel Databases, 2014

Extending ER models to capture database transformations to build data sets for data mining.
Data Knowl. Eng., 2014

ONTOCUBO: cube-based ontology construction and exploration.
Proceedings of the International Conference on Management of Data, 2014

The Gamma Operator for Big Data Summarization on an Array DBMS.
Proceedings of the 3rd International Workshop on Big Data, 2014

A Clustering Algorithm Merging MCMC and EM Methods Using SQL Queries.
Proceedings of the 3rd International Workshop on Big Data, 2014

Recursive Query Evaluation in a Column DBMS to Analyze Large Graphs.
Proceedings of the 17th International Workshop on Data Warehousing and OLAP, 2014

2013
Discovering frequent pattern pairs.
Intell. Data Anal., 2013

Integrating multi-platform genomic data using hierarchical Bayesian relevance vector machines.
EURASIP J. Bioinformatics and Systems Biology, 2013

Efficiently repairing and measuring replica consistency in distributed databases.
Distributed and Parallel Databases, 2013

Data mining algorithms as a service in the cloud exploiting relational database systems.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2013

OntoDBench: Interactively Benchmarking Ontology Storage in a Database.
Proceedings of the Conceptual Modeling - 32th International Conference, 2013

Can we analyze big data inside a DBMS?
Proceedings of the sixteenth international workshop on Data warehousing and OLAP, 2013

Clustering cubes with binary dimensions in one pass.
Proceedings of the sixteenth international workshop on Data warehousing and OLAP, 2013

Optimizing OLAP cube processing on solid state drives.
Proceedings of the sixteenth international workshop on Data warehousing and OLAP, 2013

A fast convergence clustering algorithm merging MCMC and EM methods.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

Bayesian variable selection for linear regression in high dimensional microarray data.
Proceedings of the Proceeding of the 7rd International Workshop on Data and Text Mining in Bioinformatics, 2013

2012
Horizontal Aggregations in SQL to Prepare Data Sets for Data Mining Analysis.
IEEE Trans. Knowl. Data Eng., 2012

Special Issue of DOLAP 2010 Information Systems.
Inf. Syst., 2012

Dynamic optimization of generalized SQL queries with horizontal aggregations.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2012

Integrating and querying source code of programs working on a database.
Proceedings of the Third International Workshop on Keyword Search on Structured Data, 2012

On Finding and Learning Effective Strategies for Complex Non-zero-sum Repeated Games.
Proceedings of the 2012 IEEE/WIC/ACM International Conferences on Intelligent Agent Technology, 2012

Integrating Database Systems and Data Mining Algorithms.
Proceedings of the Actes des 8èmes journées francophones sur les Entrepôts de Données et l'Analyse en ligne, 2012

Query processing on cubes mapped from ontologies to dimension hierarchies.
Proceedings of the DOLAP 2012, 2012

Fast PCA computation in a DBMS with aggregate UDFs and LAPACK.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

Querying external source code files of programs connecting to a relational database.
Proceedings of the 5th Ph.D. Workshop on Information and Knowledge Management, 2012

Distributed Protocols for Multi-Agent Coalition Formation: A Negotiation Perspective.
Proceedings of the Active Media Technology - 8th International Conference, 2012

2011
Parallel Multithreaded Processing for Data Set Summarization on Multicore CPUs.
JCSE, 2011

Evaluating association rules and decision trees to predict multiple target attributes.
Intell. Data Anal., 2011

Data set preprocessing and transformation in a database system.
Intell. Data Anal., 2011

One-pass data mining algorithms in a DBMS with UDFs.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2011

Interactive exploration and visualization of OLAP cubes.
Proceedings of the DOLAP 2011, 2011

A data mining system based on SQL queries and UDFs for relational databases.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

Integrating and querying web databases and documents.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

ONTOCUBE: efficient ontology extraction using OLAP cubes.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

2010
Bayesian Classifiers Programmed in SQL.
IEEE Trans. Knowl. Data Eng., 2010

Statistical Model Computation with UDFs.
IEEE Trans. Knowl. Data Eng., 2010

Optimization of Linear Recursive Queries in SQL.
IEEE Trans. Knowl. Data Eng., 2010

Evaluating Join Performance on Relational Database Systems.
JCSE, 2010

Fast UDFs to compute sufficient statistics on large data sets exploiting caching and sampling.
Data Knowl. Eng., 2010

Extended aggregations for databases with referential integrity issues.
Data Knowl. Eng., 2010

Database systems research on data mining.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2010

Query recommendation in digital libraries using OLAP.
Proceedings of the Second International Workshop on Keyword Search on Structured Data, 2010

Keyword search across databases and documents.
Proceedings of the Second International Workshop on Keyword Search on Structured Data, 2010

On the Computation of Stochastic Search Variable Selection in Linear Regression with UDFs.
Proceedings of the ICDM 2010, 2010

Enhancing Document Exploration with OLAP.
Proceedings of the ICDMW 2010, 2010

Relational versus non-relational database systems for data warehousing.
Proceedings of the DOLAP 2010, 2010

Repairing OLAP queries in databases with referential integrity errors.
Proceedings of the DOLAP 2010, 2010

Comparing SQL and MapReduce to compute Naive Bayes in a single table scan.
Proceedings of the Second International CIKM Workshop on Cloud Data Management, 2010

DOLAP 2010 workshop summary.
Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

Efficient algorithms based on relational queries to mine frequent graphs.
Proceedings of the Third Ph.D. Workshop on Information and Knowledge Management, 2010

OLAP-based query recommendation.
Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

2009
Evaluating Statistical Tests on OLAP Cubes to Compare Degree of Disease.
IEEE Trans. Information Technology in Biomedicine, 2009

Models for association rules based on clustering and correlation.
Intell. Data Anal., 2009

A Referential Integrity Browser for Distributed Databases.
Proceedings of the 12th International Workshop on the Web and Databases, 2009

DBDOC: querying and browsing databases and interrelated documents.
Proceedings of the First International Workshop on Keyword Search on Structured Data, 2009

Fast and dynamic OLAP exploration using UDFs.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2009

Regional Pattern Discovery in Geo-referenced Datasets Using PCA.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2009

Exploration and visualization of OLAP cubes with statistical tests.
Proceedings of the ACM SIGKDD Workshop on Visual Analytics and Knowledge Discovery: Integrating Automated Analysis with Interactive Exploration, 2009

Efficient computation of PCA with SVD in SQL.
Proceedings of the 2nd ACM SIGKDD Workshop on Data Mining using Matrices and Tensors, 2009

Consistency-aware evaluation of OLAP queries in replicated data warehouses.
Proceedings of the DOLAP 2009, 2009

OLAP with UDFs in digital libraries.
Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

2008
Referential integrity quality metrics.
Decision Support Systems, 2008

Information retrieval from digital libraries in SQL.
Proceedings of the 10th ACM International Workshop on Web Information and Data Management (WIDM 2008), 2008

Efficient Distance Computation Using SQL Queries and UDFs.
Proceedings of the Workshops Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

Bounding and Estimating Association Rule Support from Clusters on Binary Data.
Proceedings of the Workshops Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

Comparing Reliability of Association Rules and OLAP Statistical Tests.
Proceedings of the Workshops Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

Estimating and bounding aggregations in databases with referential integrity errors.
Proceedings of the DOLAP 2008, 2008

Efficient OLAP with UDFs.
Proceedings of the DOLAP 2008, 2008

Microarray data analysis with pca in a dbms.
Proceedings of the Proceeding of the 2nd International Workshop on Data and Text Mining in Bioinformatics, 2008

2007
Building statistical models and scoring with UDFs.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2007

Measuring referential integrity in distributed databases.
Proceedings of the First Workshop on CyberInfrastructure: Information Management in eScience, 2007

Metadata management for federated databases.
Proceedings of the First Workshop on CyberInfrastructure: Information Management in eScience, 2007

2006
Integrating K-Means Clustering with a Relational DBMS Using SQL.
IEEE Trans. Knowl. Data Eng., 2006

Association Rule Discovery With the Train and Test Approach for Heart Disease Prediction.
IEEE Trans. Information Technology in Biomedicine, 2006

Constraining and summarizing association rules in medical data.
Knowl. Inf. Syst., 2006

Comparing association rules and decision trees for disease prediction.
Proceedings of the International Workshop on Healthcare Information and Knowledge Management, 2006

Vector and matrix operations programmed with UDFs in a relational DBMS.
Proceedings of the 2006 ACM CIKM International Conference on Information and Knowledge Management, 2006

2005
Accelerating EM clustering to find high-quality solutions.
Knowl. Inf. Syst., 2005

Optimizing recursive queries in SQL.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2005

A model for association rules based on clustering.
Proceedings of the 2005 ACM Symposium on Applied Computing (SAC), 2005

2004
Efficient Disk-Based K-Means Clustering for Relational Databases.
IEEE Trans. Knowl. Data Eng., 2004

Vertical and Horizontal Percentage Aggregations.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2004

Programming the K-means clustering algorithm in SQL.
Proceedings of the Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2004

Horizontal aggregations for building tabular data sets.
Proceedings of the 9th ACM SIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery, 2004

2003
Clustering binary data streams with K-means.
Proceedings of the 8th ACM SIGMOD workshop on Research issues in data mining and knowledge discovery, 2003

2002
FREM: fast and robust EM clustering for large data sets.
Proceedings of the 2002 ACM CIKM International Conference on Information and Knowledge Management, 2002

2001
A Fast Algorithm to Cluster High Dimensional Basket Data.
Proceedings of the 2001 IEEE International Conference on Data Mining, 29 November, 2001

Mining Constrained Association Rules to Predict Heart Disease.
Proceedings of the 2001 IEEE International Conference on Data Mining, 29 November, 2001

2000
SQLEM: Fast Clustering in SQL using the EM Algorithm.
Proceedings of the 2000 ACM SIGMOD International Conference on Management of Data, 2000

Discovering Interesting Association Rules in Medical Data.
Proceedings of the 2000 ACM SIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery, 2000

1999
Discovering Association Rules Based on Image Content.
Proceedings of the IEEE Forum on Research and Technology Advances in Digital Libraries, 1999


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