Discovering Association Rules Based on Image Content. - Carlos Ordonez 001; Edward Omiecinski (ADL, 1999)

Discovering Interesting Association Rules in Medical Data. - Carlos Ordonez 001; Cesar A. Santana; Levien de Braal (ACM SIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery, 2000)

SQLEM: Fast Clustering in SQL using the EM Algorithm. - Carlos Ordonez 001; Paul Cereghini (SIGMOD Conference, 2000)

Mining Constrained Association Rules to Predict Heart Disease. - Carlos Ordonez 001; Edward Omiecinski; Levien de Braal; Cesar A. Santana; Norberto F. Ezquerra; José A. Taboada 001; C. David Cooke; Elizabeth Krawczynska; Ernest V. Garcia (ICDM, 2001)

A Fast Algorithm to Cluster High Dimensional Basket Data. - Carlos Ordonez 001; Edward Omiecinski; Norberto F. Ezquerra (ICDM, 2001)

FREM: fast and robust EM clustering for large data sets. - Carlos Ordonez 001; Edward Omiecinski (CIKM, 2002)

Clustering binary data streams with K-means. - Carlos Ordonez 001 (DMKD, 2003)

Horizontal aggregations for building tabular data sets. - Carlos Ordonez 001 (DMKD, 2004)

Programming the K-means clustering algorithm in SQL. - Carlos Ordonez 001 (KDD, 2004)

Vertical and Horizontal Percentage Aggregations. - Carlos Ordonez 001 (SIGMOD Conference, 2004)

Efficient Disk-Based K-Means Clustering for Relational Databases. - Carlos Ordonez 001; Edward Omiecinski (IEEE Trans. Knowl. Data Eng., 2004)

A model for association rules based on clustering. - Carlos Ordonez 001 (SAC, 2005)

Optimizing recursive queries in SQL. - Carlos Ordonez 001 (SIGMOD Conference, 2005)

Accelerating EM clustering to find high-quality solutions. - Carlos Ordonez 001; Edward Omiecinski (Knowl. Inf. Syst., 2005)

Vector and matrix operations programmed with UDFs in a relational DBMS. - Carlos Ordonez 001; Javier García-García 001 (CIKM, 2006)

Comparing association rules and decision trees for disease prediction. - Carlos Ordonez 001 (HIKM, 2006)

Constraining and summarizing association rules in medical data. - Carlos Ordonez 001; Norberto F. Ezquerra; Cesar A. Santana (Knowl. Inf. Syst., 2006)

Association Rule Discovery With the Train and Test Approach for Heart Disease Prediction. - Carlos Ordonez 001 (IEEE Trans. Inf. Technol. Biomed., 2006)

Integrating K-Means Clustering with a Relational DBMS Using SQL. - Carlos Ordonez 001 (IEEE Trans. Knowl. Data Eng., 2006)

Metadata management for federated databases. - Carlos Ordonez 001; Zhibo Chen 002; Javier García-García 001 (CIMS, 2007)

Measuring referential integrity in distributed databases. - Carlos Ordonez 001; Javier García-García 001; Zhibo Chen 002 (CIMS, 2007)

Building statistical models and scoring with UDFs. - Carlos Ordonez 001 (SIGMOD Conference, 2007)

Microarray data analysis with pca in a dbms. - Waree Rinsurongkawong; Carlos Ordonez 001 (DTMBIO, 2008)

Efficient OLAP with UDFs. - Zhibo Chen 002; Carlos Ordonez 001 (DOLAP, 2008)

Estimating and bounding aggregations in databases with referential integrity errors. - Javier García-García 001; Carlos Ordonez 001 (DOLAP, 2008)

Comparing Reliability of Association Rules and OLAP Statistical Tests. - Zhibo Chen 002; Carlos Ordonez 001; Kai Zhao (ICDM Workshops, 2008)

Bounding and Estimating Association Rule Support from Clusters on Binary Data. - Carlos Ordonez 001; Kai Zhao; Zhibo Chen 002 (ICDM Workshops, 2008)

Efficient Distance Computation Using SQL Queries and UDFs. - Sasi K. Pitchaimalai; Carlos Ordonez 001; Carlos Garcia-Alvarado (ICDM Workshops, 2008)

Information retrieval from digital libraries in SQL. - Carlos Garcia-Alvarado; Carlos Ordonez 001 (WIDM, 2008)

Referential integrity quality metrics. - Carlos Ordonez 001; Javier García-García 001 (Decis. Support Syst., 2008)

OLAP with UDFs in digital libraries. - Carlos Garcia-Alvarado; Zhibo Chen 002; Carlos Ordonez 001 (CIKM, 2009)

Consistency-aware evaluation of OLAP queries in replicated data warehouses. - Javier García-García 001; Carlos Ordonez 001 (DOLAP, 2009)

Efficient computation of PCA with SVD in SQL. - Mario Navas; Carlos Ordonez 001 (KDD Workshop on Data Mining using Matrices and Tensors, 2009)

Exploration and visualization of OLAP cubes with statistical tests. - Carlos Ordonez 001; Zhibo Chen 002 (KDD Workshop on Visual Analytics and Knowledge Discovery, 2009)

Regional Pattern Discovery in Geo-referenced Datasets Using PCA. - Oner Ulvi Celepcikay; Christoph F. Eick; Carlos Ordonez 001 (MLDM, 2009)

Fast and dynamic OLAP exploration using UDFs. - Zhibo Chen 002; Carlos Ordonez 001; Carlos Garcia-Alvarado (SIGMOD Conference, 2009)

DBDOC: querying and browsing databases and interrelated documents. - Carlos Garcia-Alvarado; Carlos Ordonez 001; Zhibo Chen 002 (KEYS, 2009)

A Referential Integrity Browser for Distributed Databases. - Carlos Ordonez 001; Javier García-García 001; Rogelio Montero-Campos; Carlos Garcia-Alvarado (WebDB, 2009)

Models for association rules based on clustering and correlation. - Carlos Ordonez 001 (Intell. Data Anal., 2009)

Evaluating Statistical Tests on OLAP Cubes to Compare Degree of Disease. - Carlos Ordonez 001; Zhibo Chen 002 (IEEE Trans. Inf. Technol. Biomed., 2009)

OLAP-based query recommendation. - Carlos Garcia-Alvarado; Zhibo Chen 002; Carlos Ordonez 001 (CIKM, 2010)

Efficient algorithms based on relational queries to mine frequent graphs. - Walter Garcia; Carlos Ordonez 001; Kai Zhao; Ping Chen 001 (PIKM, 2010)

DOLAP 2010 workshop summary. - Carlos Ordonez 001; Il-Yeol Song (CIKM, 2010)

Comparing SQL and MapReduce to compute Naive Bayes in a single table scan. - Sasi K. Pitchaimalai; Carlos Ordonez 001; Carlos Garcia-Alvarado (CloudDB@CIKM, 2010)

Repairing OLAP queries in databases with referential integrity errors. - Javier García-García 001; Carlos Ordonez 001 (DOLAP, 2010)

Relational versus non-relational database systems for data warehousing. - Carlos Ordonez 001; Il-Yeol Song; Carlos Garcia-Alvarado (DOLAP, 2010)

Enhancing Document Exploration with OLAP. - Zhibo Chen 002; Carlos Garcia-Alvarado; Carlos Ordonez 001 (ICDM Workshops, 2010)

On the Computation of Stochastic Search Variable Selection in Linear Regression with UDFs. - Mario Navas; Carlos Ordonez 001; Veerabhadran Baladandayuthapani (ICDM, 2010)

Keyword search across databases and documents. - Carlos Garcia-Alvarado; Carlos Ordonez 001 (KEYS, 2010)

Query recommendation in digital libraries using OLAP. - Carlos Garcia-Alvarado; Carlos Ordonez 001; Zhibo Chen 002 (KEYS, 2010)

Database systems research on data mining. - Carlos Ordonez 001; Javier García-García 001 (SIGMOD Conference, 2010)

Extended aggregations for databases with referential integrity issues. - Javier García-García 001; Carlos Ordonez 001 (Data Knowl. Eng., 2010)

Fast UDFs to compute sufficient statistics on large data sets exploiting caching and sampling. - Carlos Ordonez 001; Sasi K. Pitchaimalai (Data Knowl. Eng., 2010)

Evaluating Join Performance on Relational Database Systems. - Carlos Ordonez 001; Javier García-García 001 (J. Comput. Sci. Eng., 2010)

Optimization of Linear Recursive Queries in SQL. - Carlos Ordonez 001 (IEEE Trans. Knowl. Data Eng., 2010)

Statistical Model Computation with UDFs. - Carlos Ordonez 001 (IEEE Trans. Knowl. Data Eng., 2010)

Bayesian Classifiers Programmed in SQL. - Carlos Ordonez 001; Sasi K. Pitchaimalai (IEEE Trans. Knowl. Data Eng., 2010)

ONTOCUBE: efficient ontology extraction using OLAP cubes. - Carlos Garcia-Alvarado; Zhibo Chen 002; Carlos Ordonez 001 (CIKM, 2011)

Integrating and querying web databases and documents. - Carlos Garcia-Alvarado; Carlos Ordonez 001 (CIKM, 2011)

A data mining system based on SQL queries and UDFs for relational databases. - Carlos Ordonez 001; Carlos Garcia-Alvarado (CIKM, 2011)

Interactive exploration and visualization of OLAP cubes. - Carlos Ordonez 001; Zhibo Chen 002; Javier García-García 001 (DOLAP, 2011)

One-pass data mining algorithms in a DBMS with UDFs. - Carlos Ordonez 001; Sasi K. Pitchaimalai (SIGMOD Conference, 2011)

Data set preprocessing and transformation in a database system. - Carlos Ordonez 001 (Intell. Data Anal., 2011)

Evaluating association rules and decision trees to predict multiple target attributes. - Carlos Ordonez 001; Kai Zhao (Intell. Data Anal., 2011)

Parallel Multithreaded Processing for Data Set Summarization on Multicore CPUs. - Carlos Ordonez 001; Mario Navas; Carlos Garcia-Alvarado (J. Comput. Sci. Eng., 2011)

Distributed Protocols for Multi-Agent Coalition Formation: A Negotiation Perspective. - Predrag T. Tosic; Carlos Ordonez 001 (AMT, 2012)

Querying external source code files of programs connecting to a relational database. - Carlos Garcia-Alvarado; Carlos Ordonez 001; Veerabhadran Baladandayuthapani (PIKM, 2012)

Fast PCA computation in a DBMS with aggregate UDFs and LAPACK. - Carlos Ordonez 001; Naveen Mohanam; Carlos Garcia-Alvarado; Predrag T. Tosic; Edgar Martinez (CIKM, 2012)

Query processing on cubes mapped from ontologies to dimension hierarchies. - Carlos Garcia-Alvarado; Carlos Ordonez 001 (DOLAP, 2012)

Integrating Database Systems and Data Mining Algorithms. - Carlos Ordonez 001 (EDA, 2012)

On Finding and Learning Effective Strategies for Complex Non-zero-sum Repeated Games. - Predrag T. Tosic; Philip Dasler; Carlos Ordonez 001 (IAT, 2012)

Integrating and querying source code of programs working on a database. - Carlos Garcia-Alvarado; Carlos Ordonez 001 (KEYS, 2012)

Dynamic optimization of generalized SQL queries with horizontal aggregations. - Carlos Ordonez 001; Javier García-García 001; Zhibo Chen 002 (SIGMOD Conference, 2012)

Special Issue of DOLAP 2010 Information Systems. - Carlos Ordonez 001; Il-Yeol Song (Inf. Syst., 2012)

Horizontal Aggregations in SQL to Prepare Data Sets for Data Mining Analysis. - Carlos Ordonez 001; Zhibo Chen 002 (IEEE Trans. Knowl. Data Eng., 2012)

Bayesian variable selection for linear regression in high dimensional microarray data. - Wellington Cabrera; Carlos Ordonez 001; David Sergio Matusevich; Veerabhadran Baladandayuthapani (DTMBIO, 2013)

A fast convergence clustering algorithm merging MCMC and EM methods. - David Sergio Matusevich; Carlos Ordonez 001; Veerabhadran Baladandayuthapani (CIKM, 2013)

Optimizing OLAP cube processing on solid state drives. - Zhibo Chen 002; Carlos Ordonez 001 (DOLAP, 2013)

Clustering cubes with binary dimensions in one pass. - Carlos Garcia-Alvarado; Carlos Ordonez 001 (DOLAP, 2013)

Can we analyze big data inside a DBMS? - Carlos Ordonez 001 (DOLAP, 2013)

OntoDBench: Interactively Benchmarking Ontology Storage in a Database. - Stéphane Jean; Ladjel Bellatreche; Carlos Ordonez 001; Géraud Fokou; Mickaël Baron (ER, 2013)

Data mining algorithms as a service in the cloud exploiting relational database systems. - Carlos Ordonez 001; Javier García-García 001; Carlos Garcia-Alvarado; Wellington Cabrera; Veerabhadran Baladandayuthapani; Mohammed S. Quraishi (SIGMOD Conference, 2013)

Efficiently repairing and measuring replica consistency in distributed databases. - Javier García-García 001; Carlos Ordonez 001; Predrag T. Tosic (Distributed Parallel Databases, 2013)

Integrating multi-platform genomic data using hierarchical Bayesian relevance vector machines. - Sanvesh Srivastava; Wenyi Wang 001; Ganiraju Manyam; Carlos Ordonez 001; Veerabhadran Baladandayuthapani (EURASIP J. Bioinform. Syst. Biol., 2013)

Discovering frequent pattern pairs. - Carlos Ordonez 001; Zhibo Chen 002 (Intell. Data Anal., 2013)

Recursive Query Evaluation in a Column DBMS to Analyze Large Graphs. - Carlos Ordonez 001; Achyuth Gurram; Nirmala Rai (DOLAP, 2014)

A Clustering Algorithm Merging MCMC and EM Methods Using SQL Queries. - David Sergio Matusevich; Carlos Ordonez 001 (BigMine, 2014)

The Gamma Operator for Big Data Summarization on an Array DBMS. - Carlos Ordonez 001; Yiqun Zhang 001; Wellington Cabrera (BigMine, 2014)

ONTOCUBO: cube-based ontology construction and exploration. - Carlos Garcia-Alvarado; Carlos Ordonez 001 (SIGMOD Conference, 2014)

Extending ER models to capture database transformations to build data sets for data mining. - Carlos Ordonez 001; Sofian Maabout; David Sergio Matusevich; Wellington Cabrera (Data Knowl. Eng., 2014)

PCA for large data sets with parallel data summarization. - Carlos Ordonez 001; Naveen Mohanam; Carlos Garcia-Alvarado (Distributed Parallel Databases, 2014)

A Query Beehive Algorithm for Data Warehouse Buffer Management and Query Scheduling. - Amira Kerkad; Ladjel Bellatreche; Pascal Richard; Carlos Ordonez 001; Dominique Geniet (Int. J. Data Warehous. Min., 2014)

Bayesian Variable Selection in Linear Regression in One Pass for Large Datasets. - Carlos Ordonez 001; Carlos Garcia-Alvarado; Veerabhadran Baladandayuthapani (ACM Trans. Knowl. Discov. Data, 2014)

DOLAP 2015 Workshop Summary. - Carlos Garcia-Alvarado; Carlos Ordonez 001; Il-Yeol Song (CIKM, 2015)

Clustering binary cube dimensions to compute relaxed GROUP BY aggregations. - Carlos Garcia-Alvarado; Carlos Ordonez 001 (Inf. Syst., 2015)

Dépendances fonctionnelles et requêtes skyline multidimensionnelles. - Nicolas Hanusse; Patrick Kamnang Wanko; Sofian Maabout; Carlos Ordonez 001 (Ingénierie des Systèmes d Inf., 2015)

Unified Algorithm to Solve Several Graph Problems with Relational Queries. - Wellington Cabrera; Carlos Ordonez 001 (AMW, 2016)

Time Complexity and Parallel Speedup to Compute the Gamma Summarization Matrix. - Carlos Ordonez 001; Yiqun Zhang 001 (AMW, 2016)

Big Data Analytics Integrating a Parallel Columnar DBMS and the R Language. - Yiqun Zhang 001; Carlos Ordonez 001; Wellington Cabrera (CCGrid, 2016)

Managing Big Data Analytics Workflows with a Database System. - Carlos Ordonez 001; Javier García-García 001 (CCGrid, 2016)

EnerQuery: Energy-Aware Query Processing. - Amine Roukh; Ladjel Bellatreche; Carlos Ordonez 001 (CIKM, 2016)

Energy-Aware Query Processing on a Parallel Database Cluster Node. - Amine Roukh; Ladjel Bellatreche; Nikos Tziritas; Carlos Ordonez 001 (ICA3PP, 2016)

Solar Power Prediction for Smart Community Microgrid. - Wellington Cabrera; Driss Benhaddou; Carlos Ordonez 001 (SMARTCOMP, 2016)

Accelerating a Gibbs sampler for variable selection on genomics data with summarization and variable pre-selection combining an array DBMS and R. - David Sergio Matusevich; Wellington Cabrera; Carlos Ordonez 001 (Mach. Learn., 2016)

The Gamma Matrix to Summarize Dense and Sparse Data Sets for Big Data Analytics. - Carlos Ordonez 001; Yiqun Zhang 001; Wellington Cabrera (IEEE Trans. Knowl. Data Eng., 2016)

EIC Editorial. - Jian Pei 001; Leman Akoglu; Hongrae Lee; Justin J. Levandoski; Xuelong Li 001; Rosa Meo; Carlos Ordonez 001; Jeff M. Phillips; Barbara Poblete; K. Selçuk Candan; Meng Wang 001; Ji-Rong Wen; et al. (IEEE Trans. Knowl. Data Eng., 2016)

Skycube Materialization Using the Topmost Skyline or Functional Dependencies. - Sofian Maabout; Carlos Ordonez 001; Patrick Kamnang Wanko; Nicolas Hanusse (ACM Trans. Database Syst., 2016)

Integrating the R Language Runtime System with a Data Stream Warehouse. - Carlos Ordonez 001; Theodore Johnson; Simon Urbanek; Vladislav Shkapenyuk; Divesh Srivastava (DEXA (2), 2017)

A Cloud System for Machine Learning Exploiting a Parallel Array DBMS. - Yiqun Zhang 001; Carlos Ordonez 001; S. Lennart Johnsson (DEXA Workshops, 2017)

A Tool for Statistical Analysis on Network Big Data. - Carlos Ordonez 001; Theodore Johnson; Divesh Srivastava; Simon Urbanek (DEXA Workshops, 2017)

Optimization of Percentage Cube Queries. - Yiqun Zhang 001; Carlos Ordonez 001; Javier García-García 001; Ladjel Bellatreche (EDBT/ICDT Workshops, 2017)

Boolean Network Models of Collective Dynamics of Open and Closed Large-Scale Multi-agent Systems. - Predrag T. Tosic; Carlos Ordonez 001 (HoloMAS, 2017)

Scalable parallel graph algorithms with matrix-vector multiplication evaluated with queries. - Wellington Cabrera; Carlos Ordonez 001 (Distributed Parallel Databases, 2017)

Comparing columnar, row and array DBMSs to process recursive queries on graphs. - Carlos Ordonez 001; Wellington Cabrera; Achyuth Gurram (Inf. Syst., 2017)

Special issue on DOLAP 2015: Evolving data warehousing and OLAP cubes to big data analytics. - Carlos Ordonez 001; Carlos Garcia-Alvarado; Il-Yeol Song (Inf. Syst., 2017)

Predicting Student Success: A Naïve Bayesian Application to Community College Data. - Fermin Ornelas; Carlos Ordonez 001 (Technol. Knowl. Learn., 2017)

Time Complexity and Parallel Speedup of Relational Queries to Solve Graph Problems. - Carlos Ordonez 001; Predrag T. Tosic (DEXA (2), 2018)

Cost Effective Load-Balancing Approach for Range-Partitioned Main-Memory Resident Data. - Djahida Belayadi; Khaled-Walid Hidouci; Ladjel Bellatreche; Carlos Ordonez 001 (DEXA (2), 2018)

A Survey on Parallel Database Systems from a Storage Perspective: Rows Versus Columns. - Carlos Ordonez 001; Ladjel Bellatreche (DEXA Workshops, 2018)

Big Data Analytics: Exploring Graphs with Optimized SQL Queries. - Sikder Tahsin Al-Amin; Carlos Ordonez 001; Ladjel Bellatreche (DEXA Workshops, 2018)

Équilibrage de Distribution de Données d'une Base en Mémoire Parallèle Partitionnées par Intervalle. - Djahida Belayadi; Khaled-Walid Hidouci; Ladjel Bellatreche; Carlos Ordonez 001 (EDA, 2018)

ETL-aware materialized view selection in semantic data stream warehouses. - Nabila Berkani; Ladjel Bellatreche; Carlos Ordonez 001 (RCIS, 2018)

A Mathematical Database to Process Time Series. - Cyrille Ponchateau; Ladjel Bellatreche; Carlos Ordonez 001; Mickaël Baron (Int. J. Data Warehous. Min., 2018)

Computing Complex Graph Properties with SQL Queries. - Xiantian Zhou; Carlos Ordonez 001 (IEEE BigData, 2019)

Scalable Machine Learning in the R Language Using a Summarization Matrix. - Siva Uday Sampreeth Chebolu; Carlos Ordonez 001; Sikder Tahsin Al-Amin (DEXA (2), 2019)

Reverse Partitioning for SPARQL Queries: Principles and Performance Analysis. - Jorge Galicia; Amin Mesmoudi; Ladjel Bellatreche; Carlos Ordonez 001 (DEXA (2), 2019)

Enhancing ER Diagrams to View Data Transformations Computed with Queries. - Carlos Ordonez 001; Ladjel Bellatreche (DOLAP, 2019)

Value-driven Approach for Designing Extended Data Warehouses. - Nabila Berkani; Ladjel Bellatreche; Selma Khouri; Carlos Ordonez 001 (DOLAP, 2019)

ER4ML: An ER Modeling Tool to Represent Data Transformations in Data Science. - Dihia Lanasri; Carlos Ordonez 001; Ladjel Bellatreche; Selma Khouri (ER Forum/Posters/Demos, 2019)

Scalable machine learning computing a data summarization matrix with a parallel array DBMS. - Carlos Ordonez 001; Yiqun Zhang 001; S. Lennart Johnsson (Distributed Parallel Databases, 2019)

The percentage cube. - Yiqun Zhang 001; Carlos Ordonez 001; Javier García-García 001; Ladjel Bellatreche; Humberto Carrillo (Inf. Syst., 2019)

Corrigendum to "The percentage cube" [Inf. Syst. 79 (2019) 20-31]. - Yiqun Zhang 001; Carlos Ordonez 001; Javier García-García 001; Ladjel Bellatreche; Humberto Carrillo (Inf. Syst., 2019)

A Comparison of Data Science Systems. - Carlos Ordonez 001 (BDA, 2020)

An ER-Flow Diagram for Big Data. - Carlos Ordonez 001; Sikder Tahsin Al-Amin; Ladjel Bellatreche (IEEE BigData, 2020)

A Simple Low Cost Parallel Architecture for Big Data Analytics. - Carlos Ordonez 001; Sikder Tahsin Al-Amin; Xiantian Zhou (IEEE BigData, 2020)

Extending the R Language with a Scalable Matrix Summarization Operator. - Sikder Tahsin Al-Amin; Siva Uday Sampreeth Chebolu; Carlos Ordonez 001 (IEEE BigData, 2020)

A Genetic Optimization Physical Planner for Big Data Warehouses. - Soumia Benkrid; Yacine Mestoui; Ladjel Bellatreche; Carlos Ordonez 001 (IEEE BigData, 2020)

Towards Green Query Processing - Auditing Power Before Deploying. - Simon Pierre Dembele; Ladjel Bellatreche; Carlos Ordonez 001 (IEEE BigData, 2020)

Querying Big Source Code. - Carlos Garcia-Alvarado; Carlos Ordonez 001 (IEEE BigData, 2020)

Monitoring Networks with Queries Evaluated by Edge Computing. - Quangtri Thai; Carlos Ordonez 001; Omprakash Gnawali (IEEE BigData, 2020)

Matrix Multiplication with SQL Queries for Graph Analytics. - Xiantian Zhou; Carlos Ordonez 001 (IEEE BigData, 2020)

PandaSQL: Parallel Randomized Triangle Enumeration with SQL Queries. - Abir Farouzi; Ladjel Bellatreche; Carlos Ordonez 001; Gopal Pandurangan; Mimoun Malki (CIKM, 2020)

Scalable Machine Learning on Popular Analytic Languages with Parallel Data Summarization. - Sikder Tahsin Al-Amin; Carlos Ordonez 001 (DaWaK, 2020)

A Scalable Randomized Algorithm for Triangle Enumeration on Graphs Based on SQL Queries. - Abir Farouzi; Ladjel Bellatreche; Carlos Ordonez 001; Gopal Pandurangan; Mimoun Malki (DaWaK, 2020)

Enumération Randomisée des Triangles dans des Graphes à Grande Echelle à base de SQL. - Abir Farouzi; Ladjel Bellatreche; Carlos Ordonez 001; Gopal Pandurangan; Mimoun Malki (EDA, 2020)

An Intelligent Visual Big Data Analytics Framework for Supporting Interactive Exploration and Visualization of Big OLAP Cubes. - Carlos Ordonez 001; Zhibo Chen 002; Alfredo Cuzzocrea; Javier García-García 001 (IV, 2020)

Monitoring Networks with Insightful Queries. - Quangtri Thai; Carlos Ordonez 001; Omprakash Gnawali (WiNTECH, 2020)

Les Grandes Étapes vers l'éco-traitement des requêtes - Thinking Smart [Big Steps Towards Query Eco-Processing - Thinking Smart]. - Simon Pierre Dembele; Ladjel Bellatreche; Carlos Ordonez 001; Nabil Gmati; Mathieu Roche; Tri Nguyen-Huu; Laurent Debreu (ARIMA J., 2020)

Think big, start small: a good initiative to design green query optimizers. - Simon Pierre Dembele; Ladjel Bellatreche; Carlos Ordonez 001; Amine Roukh (Clust. Comput., 2020)

Guest Editorial - DaWaK 2019 Special Issue - Evolving Big Data Analytics Towards Data Science. - Carlos Ordonez 001; Il-Yeol Song (Data Knowl. Eng., 2020)

Guest Editorial - DaWaK 2018 Special Issue - Trends in Big Data Analytics. - Carlos Ordonez 001; Ladjel Bellatreche (Data Knowl. Eng., 2020)

The contribution of linked open data to augment a traditional data warehouse. - Nabila Berkani; Ladjel Bellatreche; Selma Khouri; Carlos Ordonez 001 (J. Intell. Inf. Syst., 2020)

Fast Machine Learning in Data Science with a Comprehensive Data Summarization. - Sikder Tahsin Al-Amin; Carlos Ordonez 001 (IEEE BigData, 2021)

Programming Languages in Data Science: a Comparison from a Database Angle. - Xiantian Zhou; Carlos Ordonez 001 (IEEE BigData, 2021)

Towards an Adaptive Multidimensional Partitioning for Accelerating Spark SQL. - Soumia Benkrid; Ladjel Bellatreche; Yacine Mestoui; Carlos Ordonez 001 (DaWaK, 2021)

Efficient Graph Analytics in Python for Large-Scale Data Science. - Xiantian Zhou; Carlos Ordonez 001 (DaWaK, 2021)

Efficient machine learning on data science languages with parallel data summarization. - Sikder Tahsin Al-Amin; Carlos Ordonez 001 (Data Knowl. Eng., 2021)

Special Issue on Smart Applications and Data Analysis for Smart Cyber-Physical Systems. - Mohamed Hamlich; Ladjel Bellatreche; Anirban Mondal; Carlos Ordonez 001 (J. Syst. Archit., 2021)

Discovering Similar Spike Patterns in High Dimensional Biomedical Signals. - Sikder Tahsin Al-Amin; Robin Varghese; David Lloyd; Maria A. Gonzalez-Gonzalez; Mario I. Romero-Ortega; Carlos Ordonez 001 (IEEE Big Data, 2022)

The Impact of Multicore CPUs on Eco-Friendly Query Processors in Big Data Warehouses. - Ayoub Bouhatous; Ladjel Bellatreche; El Hassan Abdelwahed; Carlos Ordonez 001 (IEEE Big Data, 2022)

In-DBMS K-means Clustering for Binary Streams. - Carlos Garcia-Alvarado; Carlos Ordonez 001 (IEEE Big Data, 2022)

Scalable Parallel Machine Learning Computing a Summarization Matrix with SQL Queries. - Carlos Ordonez 001 (IEEE Big Data, 2022)

Comparing Association Rules and Deep Neural Networks for Heart Disease Prediction. - Carlos Ordonez 001; Ian Fund; Ladjel Bellatreche (IEEE Big Data, 2022)

A Different VIM: Visualizing Incremental Machine Learning. - Sikder Tahsin Al-Amin; Mohammad Imtiaz Nur; Aisha Farooque; Guoning Chen; Robin Varghese; Carlos Ordonez 001 (CIKM, 2022)

GALGO: Scalable Graph Analytics with a Parallel DBMS. - Wellington Cabrera; Xiantian Zhou; Ladjel Bellatreche; Carlos Ordonez 001 (CIKM, 2022)

PROADAPT: Proactive framework for adaptive partitioning for big data warehouses. - Soumia Benkrid; Ladjel Bellatreche; Yacine Mestoui; Carlos Ordonez 001 (Data Knowl. Eng., 2022)

The central role of data repositories and data models in Data Science and Advanced Analytics. - Ladjel Bellatreche; Carlos Ordonez 001; Dominique Méry; Matteo Golfarelli; El Hassan Abdelwahed (Future Gener. Comput. Syst., 2022)

Incremental and accurate computation of machine learning models with smart data summarization. - Sikder Tahsin Al-Amin; Carlos Ordonez 001 (J. Intell. Inf. Syst., 2022)

Energy-Aware Query Processing: A Case Study on Join Reordering. - Ladjel Bellatreche; Fouad Djellali; Wojciech Macyna; Carlos Ordonez 001 (IEEE Big Data, 2023)

Understanding Data Pre-processing with a Hybrid Diagram Integrating ER and Data Flow Notation. - Robin Varghese; Carlos Ordonez 001 (IEEE Big Data, 2023)

FLOWER: Viewing Data Flow in ER Diagrams. - Elijah Mitchell; Nabila Berkani; Ladjel Bellatreche; Carlos Ordonez 001 (DaWaK, 2023)

Improving Stochastic Gradient Descent Initializing with Data Summarization. - Robin Varghese; Carlos Ordonez 001 (DaWaK, 2023)

Parallel Pattern Enumeration in Large Graphs. - Abir Farouzi; Xiantian Zhou; Ladjel Bellatreche; Mimoun Malki; Carlos Ordonez 001 (DEXA (1), 2023)

Bitwise Algorithms to Compute the Transitive Closure of Graphs in Python. - Xiantian Zhou; Abir Farouzi; Ladjel Bellatreche; Carlos Ordonez 001 (DEXA (1), 2023)

Energy-Aware Analytics in the Cloud. - Carlos Ordonez 001; Wojciech Macyna; Ladjel Bellatreche (BiDEDE@SIGMOD, 2024)

Optimizing Energy Consumed by Analytics in the Cloud. - Carlos Ordonez 001; Wojciech Macyna (IEEE Big Data, 2024)

A Bloom Filter Hierarchy for Non-key Search in Key-Value Stores. - Wojciech Macyna; Carlos Ordonez 001 (IEEE Big Data, 2024)

Integrating Flow and Structure in Diagrams for Data Science. - Enea Vincenzo Napolitano; Elio Masciari; Carlos Ordonez 001 (IEEE Big Data, 2024)

Growing a FLOWER: Building a Diagram Unifying Flow and ER Notation for Data Science. - Carlos Ordonez 001; Robin Varghese; Nguyen Phan; Wojciech Macyna (HILDA@SIGMOD, 2024)

Data engineering and modeling for artificial intelligence. - Carlos Ordonez 001; Wojciech Macyna; Ladjel Bellatreche (Data Knowl. Eng., 2024)

Balanced parallel triangle enumeration with an adaptive algorithm. - Abir Farouzi; Xiantian Zhou; Ladjel Bellatreche; Mimoun Malki; Carlos Ordonez 001 (Distributed Parallel Databases, 2024)

PAID: Power-Efficient AI-Optimized Databases. - Ayoub Bouhatous; Ladjel Bellatreche; El Hassan Abdelwahed; Carlos Ordonez 001 (DaWaK, 2025)

Sparse Matrix Algorithms for Evolving Neural Networks. - Carlos Ordonez 001 (DaWaK, 2025)

Accelerating Python Code with Parallel I/O. - Robin Varghese; Hashirul Quadir; Ladjel Bellatreche; Carlos Ordonez 001 (DEXA (2), 2025)