| 2026 | DEXA | Bloom Filter Trees for Efficient Evaluation of Conjunctive Queries in LSM Stores. | Wojciech Macyna, Artur Trzesniewski, Carlos Ordonez |
| 2026 | DEXA | Exploring Topographic Data with Transitive Closure on Graphs. | Adam Nelson-Archer, Christoph F. Eick, Carlos Ordonez |
| 2026 | DEXA | Inspecting Neural Networks with Queries. | Dipta Chandra Paul, Hashirul Quadir, Nicholas Anderson, Carlos Ordonez |
| 2026 | DEXA | I/O Efficient Algorithms for Sparse Matrix Multiplication and Addition. | Hashirul Quadir, Daniel Biediger, Carlos Ordonez |
| 2025 | DaWaK | PAID: Power-Efficient AI-Optimized Databases. | Ayoub Bouhatous, Ladjel Bellatreche, El Hassan Abdelwahed, Carlos Ordonez |
| 2025 | DaWaK | Sparse Matrix Algorithms for Evolving Neural Networks. | Carlos Ordonez |
| 2025 | DEXA | Accelerating Python Code with Parallel I/O. | Robin Varghese, Hashirul Quadir, Ladjel Bellatreche, Carlos Ordonez |
| 2025 | DSAA | Data Subcard: Evaluating Privacy, Fairness, Quality, and Protection in Tabular Data, as Part of the System Cards Framework. | Tadesse K. Bahiru, Carlos Ordonez, Ioannis A. Kakadiaris |
| 2025 | DSAA | Towards LLM-Guided Healthcare Dataset Harmonization. | Christos Smailis, Carlos Ordonez, Ioannis A. Kakadiaris |
| 2023 | DaWaK | FLOWER: Viewing Data Flow in ER Diagrams. | Elijah Mitchell, Nabila Berkani, Ladjel Bellatreche, Carlos Ordonez |
| 2023 | DaWaK | Improving Stochastic Gradient Descent Initializing with Data Summarization. | Robin Varghese, Carlos Ordonez |
| 2023 | DEXA | Parallel Pattern Enumeration in Large Graphs. | Abir Farouzi, Xiantian Zhou, Ladjel Bellatreche, Mimoun Malki, Carlos Ordonez |
| 2023 | DEXA | Bitwise Algorithms to Compute the Transitive Closure of Graphs in Python. | Xiantian Zhou, Abir Farouzi, Ladjel Bellatreche, Carlos Ordonez |
| 2022 | CIKM | A Different VIM: Visualizing Incremental Machine Learning. | Sikder Tahsin Al-Amin, Mohammad Imtiaz Nur, Aisha Farooque, Guoning Chen, Robin Varghese, Carlos Ordonez |
| 2022 | CIKM | GALGO: Scalable Graph Analytics with a Parallel DBMS. | Wellington Cabrera, Xiantian Zhou, Ladjel Bellatreche, Carlos Ordonez |
| 2021 | DaWaK | Towards an Adaptive Multidimensional Partitioning for Accelerating Spark SQL. | Soumia Benkrid, Ladjel Bellatreche, Yacine Mestoui, Carlos Ordonez |
| 2021 | DaWaK | Efficient Graph Analytics in Python for Large-Scale Data Science. | Xiantian Zhou, Carlos Ordonez |
| 2020 | CIKM | PandaSQL: Parallel Randomized Triangle Enumeration with SQL Queries. | Abir Farouzi, Ladjel Bellatreche, Carlos Ordonez, Gopal Pandurangan, Mimoun Malki |
| 2020 | DaWaK | Scalable Machine Learning on Popular Analytic Languages with Parallel Data Summarization. | Sikder Tahsin Al-Amin, Carlos Ordonez |
| 2020 | DaWaK | A Scalable Randomized Algorithm for Triangle Enumeration on Graphs Based on SQL Queries. | Abir Farouzi, Ladjel Bellatreche, Carlos Ordonez, Gopal Pandurangan, Mimoun Malki |
| 2020 | IV | An Intelligent Visual Big Data Analytics Framework for Supporting Interactive Exploration and Visualization of Big OLAP Cubes. | Carlos Ordonez, Zhibo Chen, Alfredo Cuzzocrea, Javier Garca-Garca |
| 2020 | MOBICOM | Monitoring Networks with Insightful Queries. | Quangtri Thai, Carlos Ordonez, Omprakash Gnawali |
| 2019 | DEXA | Scalable Machine Learning in the R Language Using a Summarization Matrix. | Siva Uday Sampreeth Chebolu, Carlos Ordonez, Sikder Tahsin Al-Amin |
| 2019 | DEXA | Reverse Partitioning for SPARQL Queries: Principles and Performance Analysis. | Jorge Galicia, Amin Mesmoudi, Ladjel Bellatreche, Carlos Ordonez |
| 2019 | DOLAP | Enhancing ER Diagrams to View Data Transformations Computed with Queries. | Carlos Ordonez, Ladjel Bellatreche |
| 2019 | DOLAP | Value-driven Approach for Designing Extended Data Warehouses. | Nabila Berkani, Ladjel Bellatreche, Selma Khouri, Carlos Ordonez |
| 2019 | ER | ER4ML: An ER Modeling Tool to Represent Data Transformations in Data Science. | Dihia Lanasri, Carlos Ordonez, Ladjel Bellatreche, Selma Khouri |
| 2018 | DEXA | Time Complexity and Parallel Speedup of Relational Queries to Solve Graph Problems. | Carlos Ordonez, Predrag T. Tosic |
| 2018 | DEXA | Cost Effective Load-Balancing Approach for Range-Partitioned Main-Memory Resident Data. | Djahida Belayadi, Khaled-Walid Hidouci, Ladjel Bellatreche, Carlos Ordonez |
| 2018 | RCIS | ETL-aware materialized view selection in semantic data stream warehouses. | Nabila Berkani, Ladjel Bellatreche, Carlos Ordonez |
| 2017 | DEXA | Integrating the R Language Runtime System with a Data Stream Warehouse. | Carlos Ordonez, Theodore Johnson, Simon Urbanek, Vladislav Shkapenyuk, Divesh Srivastava |
| 2017 | EDBT | Optimization of Percentage Cube Queries. | Yiqun Zhang, Carlos Ordonez, Javier Garca-Garca, Ladjel Bellatreche |
| 2016 | CCGRID | Big Data Analytics Integrating a Parallel Columnar DBMS and the R Language. | Yiqun Zhang, Carlos Ordonez, Wellington Cabrera |
| 2016 | CCGRID | Managing Big Data Analytics Workflows with a Database System. | Carlos Ordonez, Javier Garca-Garca |
| 2016 | CIKM | EnerQuery: Energy-Aware Query Processing. | Amine Roukh, Ladjel Bellatreche, Carlos Ordonez |
| 2016 | ICA3PP | Energy-Aware Query Processing on a Parallel Database Cluster Node. | Amine Roukh, Ladjel Bellatreche, Nikos Tziritas, Carlos Ordonez |
| 2016 | SmartComp | Solar Power Prediction for Smart Community Microgrid. | Wellington Cabrera, Driss Benhaddou, Carlos Ordonez |
| 2015 | CIKM | DOLAP 2015 Workshop Summary. | Carlos Garcia-Alvarado, Carlos Ordonez, Il-Yeol Song |
| 2014 | DOLAP | Recursive Query Evaluation in a Column DBMS to Analyze Large Graphs. | Carlos Ordonez, Achyuth Gurram, Nirmala Rai |
| 2014 | KDD | A Clustering Algorithm Merging MCMC and EM Methods Using SQL Queries. | David Sergio Matusevich, Carlos Ordonez |
| 2014 | KDD | The Gamma Operator for Big Data Summarization on an Array DBMS. | Carlos Ordonez, Yiqun Zhang, Wellington Cabrera |
| 2014 | SIGMOD | ONTOCUBO: cube-based ontology construction and exploration. | Carlos Garcia-Alvarado, Carlos Ordonez |
| 2013 | CIKM | Bayesian variable selection for linear regression in high dimensional microarray data. | Wellington Cabrera, Carlos Ordonez, David Sergio Matusevich, Veerabhadran Baladandayuthapani |
| 2013 | CIKM | A fast convergence clustering algorithm merging MCMC and EM methods. | David Sergio Matusevich, Carlos Ordonez, Veerabhadran Baladandayuthapani |
| 2013 | DOLAP | Optimizing OLAP cube processing on solid state drives. | Zhibo Chen, Carlos Ordonez |
| 2013 | DOLAP | Clustering cubes with binary dimensions in one pass. | Carlos Garcia-Alvarado, Carlos Ordonez |
| 2013 | DOLAP | Can we analyze big data inside a DBMS? | Carlos Ordonez |
| 2013 | ER | OntoDBench: Interactively Benchmarking Ontology Storage in a Database. | Stphane Jean, Ladjel Bellatreche, Carlos Ordonez, Graud Fokou, Mickal Baron |
| 2013 | SIGMOD | Data mining algorithms as a service in the cloud exploiting relational database systems. | Carlos Ordonez, Javier Garca-Garca, Carlos Garcia-Alvarado, Wellington Cabrera, Veerabhadran Baladandayuthapani, Mohammed S. Quraishi |
| 2012 | CIKM | Querying external source code files of programs connecting to a relational database. | Carlos Garcia-Alvarado, Carlos Ordonez, Veerabhadran Baladandayuthapani |
| 2012 | CIKM | Fast PCA computation in a DBMS with aggregate UDFs and LAPACK. | Carlos Ordonez, Naveen Mohanam, Carlos Garcia-Alvarado, Predrag T. Tosic, Edgar Martinez |
| 2012 | DOLAP | Query processing on cubes mapped from ontologies to dimension hierarchies. | Carlos Garcia-Alvarado, Carlos Ordonez |
| 2012 | SIGMOD | Integrating and querying source code of programs working on a database. | Carlos Garcia-Alvarado, Carlos Ordonez |
| 2012 | SIGMOD | Dynamic optimization of generalized SQL queries with horizontal aggregations. | Carlos Ordonez, Javier Garca-Garca, Zhibo Chen |
| 2011 | CIKM | ONTOCUBE: efficient ontology extraction using OLAP cubes. | Carlos Garcia-Alvarado, Zhibo Chen, Carlos Ordonez |
| 2011 | CIKM | Integrating and querying web databases and documents. | Carlos Garcia-Alvarado, Carlos Ordonez |
| 2011 | CIKM | A data mining system based on SQL queries and UDFs for relational databases. | Carlos Ordonez, Carlos Garcia-Alvarado |
| 2011 | DOLAP | Interactive exploration and visualization of OLAP cubes. | Carlos Ordonez, Zhibo Chen, Javier Garca-Garca |
| 2011 | SIGMOD | One-pass data mining algorithms in a DBMS with UDFs. | Carlos Ordonez, Sasi K. Pitchaimalai |
| 2010 | CIKM | OLAP-based query recommendation. | Carlos Garcia-Alvarado, Zhibo Chen, Carlos Ordonez |
| 2010 | CIKM | Efficient algorithms based on relational queries to mine frequent graphs. | Walter Garcia, Carlos Ordonez, Kai Zhao, Ping Chen |
| 2010 | CIKM | DOLAP 2010 workshop summary. | Carlos Ordonez, Il-Yeol Song |
| 2010 | CIKM | Comparing SQL and MapReduce to compute Naive Bayes in a single table scan. | Sasi K. Pitchaimalai, Carlos Ordonez, Carlos Garcia-Alvarado |
| 2010 | DOLAP | Repairing OLAP queries in databases with referential integrity errors. | Javier Garca-Garca, Carlos Ordonez |
| 2010 | DOLAP | Relational versus non-relational database systems for data warehousing. | Carlos Ordonez, Il-Yeol Song, Carlos Garcia-Alvarado |
| 2010 | ICDM | Enhancing Document Exploration with OLAP. | Zhibo Chen, Carlos Garcia-Alvarado, Carlos Ordonez |
| 2010 | ICDM | On the Computation of Stochastic Search Variable Selection in Linear Regression with UDFs. | Mario Navas, Carlos Ordonez, Veerabhadran Baladandayuthapani |
| 2010 | SIGMOD | Keyword search across databases and documents. | Carlos Garcia-Alvarado, Carlos Ordonez |
| 2010 | SIGMOD | Query recommendation in digital libraries using OLAP. | Carlos Garcia-Alvarado, Carlos Ordonez, Zhibo Chen |
| 2010 | SIGMOD | Database systems research on data mining. | Carlos Ordonez, Javier Garca-Garca |
| 2009 | CIKM | OLAP with UDFs in digital libraries. | Carlos Garcia-Alvarado, Zhibo Chen, Carlos Ordonez |
| 2009 | DOLAP | Consistency-aware evaluation of OLAP queries in replicated data warehouses. | Javier Garca-Garca, Carlos Ordonez |
| 2009 | KDD | Efficient computation of PCA with SVD in SQL. | Mario Navas, Carlos Ordonez |
| 2009 | KDD | Exploration and visualization of OLAP cubes with statistical tests. | Carlos Ordonez, Zhibo Chen |
| 2009 | SIGMOD | Fast and dynamic OLAP exploration using UDFs. | Zhibo Chen, Carlos Ordonez, Carlos Garcia-Alvarado |
| 2009 | SIGMOD | DBDOC: querying and browsing databases and interrelated documents. | Carlos Garcia-Alvarado, Carlos Ordonez, Zhibo Chen |
| 2008 | CIKM | Microarray data analysis with pca in a dbms. | Waree Rinsurongkawong, Carlos Ordonez |
| 2008 | DOLAP | Efficient OLAP with UDFs. | Zhibo Chen, Carlos Ordonez |
| 2008 | DOLAP | Estimating and bounding aggregations in databases with referential integrity errors. | Javier Garca-Garca, Carlos Ordonez |
| 2008 | ICDM | Comparing Reliability of Association Rules and OLAP Statistical Tests. | Zhibo Chen, Carlos Ordonez, Kai Zhao |
| 2008 | ICDM | Bounding and Estimating Association Rule Support from Clusters on Binary Data. | Carlos Ordonez, Kai Zhao, Zhibo Chen |
| 2008 | ICDM | Efficient Distance Computation Using SQL Queries and UDFs. | Sasi K. Pitchaimalai, Carlos Ordonez, Carlos Garcia-Alvarado |
| 2007 | CIKM | Metadata management for federated databases. | Carlos Ordonez, Zhibo Chen, Javier Garca-Garca |
| 2007 | CIKM | Measuring referential integrity in distributed databases. | Carlos Ordonez, Javier Garca-Garca, Zhibo Chen |
| 2007 | SIGMOD | Building statistical models and scoring with UDFs. | Carlos Ordonez |
| 2006 | CIKM | Vector and matrix operations programmed with UDFs in a relational DBMS. | Carlos Ordonez, Javier Garca-Garca |
| 2005 | SAC | A model for association rules based on clustering. | Carlos Ordonez |
| 2005 | SIGMOD | Optimizing recursive queries in SQL. | Carlos Ordonez |
| 2004 | KDD | Programming the K-means clustering algorithm in SQL. | Carlos Ordonez |
| 2004 | SIGMOD | Vertical and Horizontal Percentage Aggregations. | Carlos Ordonez |
| 2002 | CIKM | FREM: fast and robust EM clustering for large data sets. | Carlos Ordonez, Edward Omiecinski |
| 2002 | ICASSP | Spectral modification of Head-Related Transfer Functions for improved virtual sound spatialization. | Navarun Gupta, Armando Barreto, Carlos Ordonez |
| 2001 | ICDM | Mining Constrained Association Rules to Predict Heart Disease. | Carlos Ordonez, Edward Omiecinski, Levien de Braal, Cesar A. Santana, Norberto F. Ezquerra, Jos A. Taboada, C. David Cooke, Elizabeth Krawczynska, Ernest V. Garcia |
| 2001 | ICDM | A Fast Algorithm to Cluster High Dimensional Basket Data. | Carlos Ordonez, Edward Omiecinski, Norberto F. Ezquerra |
| 2000 | SIGMOD | SQLEM: Fast Clustering in SQL using the EM Algorithm. | Carlos Ordonez, Paul Cereghini |