Carlos Ordonez

198 papers A* 4A 16B 26C 19Misc 1Journal 52Unranked 74

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Accelerating Python Code with Parallel I/O. DEXA (2) Robin Varghese, Hashirul Quadir, Ladjel Bellatreche, Carlos Ordonez
2025	—	`ed.`	Companion Proceedings of the 44th International Conference on Conceptual Modeling: Industrial Track, ER Forum, 8th SCME, Doctoral Consortium, Tutorials, Project Exhibitions, Posters and Demos Co-located with ER 2025, Poitiers, France, October 20-23, 2025. ER (Companion) Patrick Marcel, Thomas Polacsek, Kamalakar Karlapalem, Stéphane Jean, Hongzhi Wang, Stephen W. Liddle, Janis Grabis, Jolita Ralyté, João Paulo A. Almeida, Isabelle Comyn-Wattiau, Geert Poels, Sihem Amer-Yahia, Veda C. Storey, Carlos Ordonez, Juan Carlos Trujillo Mondéjar, Maribel Yasmina Santos, Greta Adamo, Jeffrey Parsons, Hui Ma
2025	B	`conf`	Data Subcard: Evaluating Privacy, Fairness, Quality, and Protection in Tabular Data, as Part of the System Cards Framework. DSAA Tadesse K. Bahiru, Carlos Ordonez, Ioannis A. Kakadiaris
2025	C	`ed.`	Model and Data Engineering - 13th International Conference, MEDI 2024, Naples, Italy, November 18-20, 2024, Proceedings MEDI Carlos Ordonez, Giancarlo Sperlì, Elio Masciari, Ladjel Bellatreche
2025	B	`conf`	PAID: Power-Efficient AI-Optimized Databases. DaWaK Ayoub Bouhatous, Ladjel Bellatreche, El Hassan Abdelwahed, Carlos Ordonez
2025	B	`conf`	Sparse Matrix Algorithms for Evolving Neural Networks. DaWaK Carlos Ordonez
2025	B	`conf`	Towards LLM-Guided Healthcare Dataset Harmonization. DSAA Christos Smailis, Carlos Ordonez, Ioannis A. Kakadiaris
2024	B	`conf`	A Bloom Filter Hierarchy for Non-key Search in Key-Value Stores. IEEE Big Data Wojciech Macyna, Carlos Ordonez
2024	J	`jnl`	Balanced parallel triangle enumeration with an adaptive algorithm. Distributed Parallel Databases Abir Farouzi, Xiantian Zhou, Ladjel Bellatreche, Mimoun Malki, Carlos Ordonez
2024	J	`jnl`	Data engineering and modeling for artificial intelligence. Data Knowl. Eng. Carlos Ordonez, Wojciech Macyna, Ladjel Bellatreche
2024	—	`conf`	Energy-Aware Analytics in the Cloud. BiDEDE@SIGMOD Carlos Ordonez, Wojciech Macyna, Ladjel Bellatreche
2024	—	`conf`	Growing a FLOWER: Building a Diagram Unifying Flow and ER Notation for Data Science. HILDA@SIGMOD Carlos Ordonez, Robin Varghese, Nguyen Phan, Wojciech Macyna
2024	B	`conf`	Integrating Flow and Structure in Diagrams for Data Science. IEEE Big Data Enea Vincenzo Napolitano, Elio Masciari, Carlos Ordonez
2024	B	`conf`	Optimizing Energy Consumed by Analytics in the Cloud. IEEE Big Data Carlos Ordonez, Wojciech Macyna
2024	—	`ed.`	Smart Applications and Data Analysis - 5th International Conference, SADASC 2024, Tangier, Morocco, April 18-20, 2024, Proceedings, Part I SADASC (1) Mohamed Hamlich, Fadi Dornaika, Carlos Ordonez, Ladjel Bellatreche, Hicham Moutachaouik
2024	—	`ed.`	Smart Applications and Data Analysis - 5th International Conference, SADASC 2024, Tangier, Morocco, April 18-20, 2024, Proceedings, Part II SADASC (2) Mohamed Hamlich, Fadi Dornaika, Carlos Ordonez, Ladjel Bellatreche, Hicham Moutachaouik
2023	—	`conf`	Bitwise Algorithms to Compute the Transitive Closure of Graphs in Python. DEXA (1) Xiantian Zhou, Abir Farouzi, Ladjel Bellatreche, Carlos Ordonez
2023	B	`conf`	Energy-Aware Query Processing: A Case Study on Join Reordering. IEEE Big Data Ladjel Bellatreche, Fouad Djellali, Wojciech Macyna, Carlos Ordonez
2023	B	`conf`	FLOWER: Viewing Data Flow in ER Diagrams. DaWaK Elijah Mitchell, Nabila Berkani, Ladjel Bellatreche, Carlos Ordonez
2023	B	`conf`	Improving Stochastic Gradient Descent Initializing with Data Summarization. DaWaK Robin Varghese, Carlos Ordonez
2023	—	`conf`	Parallel Pattern Enumeration in Large Graphs. DEXA (1) Abir Farouzi, Xiantian Zhou, Ladjel Bellatreche, Mimoun Malki, Carlos Ordonez
2023	B	`conf`	Understanding Data Pre-processing with a Hybrid Diagram Integrating ER and Data Flow Notation. IEEE Big Data Robin Varghese, Carlos Ordonez
2022	A	`conf`	A Different VIM: Visualizing Incremental Machine Learning. CIKM Sikder Tahsin Al-Amin, Mohammad Imtiaz Nur, Aisha Farooque, Guoning Chen, Robin Varghese, Carlos Ordonez
2022	B	`conf`	Comparing Association Rules and Deep Neural Networks for Heart Disease Prediction. IEEE Big Data Carlos Ordonez, Ian Fund, Ladjel Bellatreche
2022	B	`conf`	Discovering Similar Spike Patterns in High Dimensional Biomedical Signals. IEEE Big Data Sikder Tahsin Al-Amin, Robin Varghese, David Lloyd, Maria A. Gonzalez-Gonzalez, Mario I. Romero-Ortega, Carlos Ordonez
2022	A	`conf`	GALGO: Scalable Graph Analytics with a Parallel DBMS. CIKM Wellington Cabrera, Xiantian Zhou, Ladjel Bellatreche, Carlos Ordonez
2022	B	`conf`	In-DBMS K-means Clustering for Binary Streams. IEEE Big Data Carlos Garcia-Alvarado, Carlos Ordonez
2022	J	`jnl`	Incremental and accurate computation of machine learning models with smart data summarization. J. Intell. Inf. Syst. Sikder Tahsin Al-Amin, Carlos Ordonez
2022	J	`jnl`	PROADAPT: Proactive framework for adaptive partitioning for big data warehouses. Data Knowl. Eng. Soumia Benkrid, Ladjel Bellatreche, Yacine Mestoui, Carlos Ordonez
2022	B	`conf`	Scalable Parallel Machine Learning Computing a Summarization Matrix with SQL Queries. IEEE Big Data Carlos Ordonez
2022	B	`conf`	The Impact of Multicore CPUs on Eco-Friendly Query Processors in Big Data Warehouses. IEEE Big Data Ayoub Bouhatous, Ladjel Bellatreche, El Hassan Abdelwahed, Carlos Ordonez
2022	J	`jnl`	The central role of data repositories and data models in Data Science and Advanced Analytics. Future Gener. Comput. Syst. Ladjel Bellatreche, Carlos Ordonez, Dominique Méry, Matteo Golfarelli, El Hassan Abdelwahed
2021	—	`ed.`	2021 IEEE International Conference on Big Data (Big Data), Orlando, FL, USA, December 15-18, 2021 IEEE BigData Yixin Chen, Heiko Ludwig, Yicheng Tu, Usama M. Fayyad, Xingquan Zhu, Xiaohua Hu, Suren Byna, Xiong Liu, Jianping Zhang, Shirui Pan, Vagelis Papalexakis, Jianwu Wang, Alfredo Cuzzocrea, Carlos Ordonez
2021	B	`conf`	Efficient Graph Analytics in Python for Large-Scale Data Science. DaWaK Xiantian Zhou, Carlos Ordonez
2021	J	`jnl`	Efficient machine learning on data science languages with parallel data summarization. Data Knowl. Eng. Sikder Tahsin Al-Amin, Carlos Ordonez
2021	—	`conf`	Fast Machine Learning in Data Science with a Comprehensive Data Summarization. IEEE BigData Sikder Tahsin Al-Amin, Carlos Ordonez
2021	—	`conf`	Programming Languages in Data Science: a Comparison from a Database Angle. IEEE BigData Xiantian Zhou, Carlos Ordonez
2021	J	`jnl`	Special Issue on Smart Applications and Data Analysis for Smart Cyber-Physical Systems. J. Syst. Archit. Mohamed Hamlich, Ladjel Bellatreche, Anirban Mondal, Carlos Ordonez
2021	B	`conf`	Towards an Adaptive Multidimensional Partitioning for Accelerating Spark SQL. DaWaK Soumia Benkrid, Ladjel Bellatreche, Yacine Mestoui, Carlos Ordonez
2020	—	`conf`	A Comparison of Data Science Systems. BDA Carlos Ordonez
2020	—	`conf`	A Genetic Optimization Physical Planner for Big Data Warehouses. IEEE BigData Soumia Benkrid, Yacine Mestoui, Ladjel Bellatreche, Carlos Ordonez
2020	B	`conf`	A Scalable Randomized Algorithm for Triangle Enumeration on Graphs Based on SQL Queries. DaWaK Abir Farouzi, Ladjel Bellatreche, Carlos Ordonez, Gopal Pandurangan, Mimoun Malki
2020	—	`conf`	A Simple Low Cost Parallel Architecture for Big Data Analytics. IEEE BigData Carlos Ordonez, Sikder Tahsin Al-Amin, Xiantian Zhou
2020	—	`conf`	An ER-Flow Diagram for Big Data. IEEE BigData Carlos Ordonez, Sikder Tahsin Al-Amin, Ladjel Bellatreche
2020	C	`conf`	An Intelligent Visual Big Data Analytics Framework for Supporting Interactive Exploration and Visualization of Big OLAP Cubes. IV Carlos Ordonez, Zhibo Chen, Alfredo Cuzzocrea, Javier García-García
2020	—	`conf`	Enumération Randomisée des Triangles dans des Graphes à Grande Echelle à base de SQL. EDA Abir Farouzi, Ladjel Bellatreche, Carlos Ordonez, Gopal Pandurangan, Mimoun Malki
2020	—	`conf`	Extending the R Language with a Scalable Matrix Summarization Operator. IEEE BigData Sikder Tahsin Al-Amin, Siva Uday Sampreeth Chebolu, Carlos Ordonez
2020	J	`jnl`	Guest Editorial - DaWaK 2018 Special Issue - Trends in Big Data Analytics. Data Knowl. Eng. Carlos Ordonez, Ladjel Bellatreche
2020	J	`jnl`	Guest Editorial - DaWaK 2019 Special Issue - Evolving Big Data Analytics Towards Data Science. Data Knowl. Eng. Carlos Ordonez, Il-Yeol Song
2020	J	`jnl`	Les Grandes Étapes vers l'éco-traitement des requêtes - Thinking Smart [Big Steps Towards Query Eco-Processing - Thinking Smart]. ARIMA J. Simon Pierre Dembele, Ladjel Bellatreche, Carlos Ordonez, Nabil Gmati, Mathieu Roche, Tri Nguyen-Huu, Laurent Debreu
2020	—	`conf`	Matrix Multiplication with SQL Queries for Graph Analytics. IEEE BigData Xiantian Zhou, Carlos Ordonez
2020	—	`conf`	Monitoring Networks with Insightful Queries. WiNTECH Quangtri Thai, Carlos Ordonez, Omprakash Gnawali
2020	—	`conf`	Monitoring Networks with Queries Evaluated by Edge Computing. IEEE BigData Quangtri Thai, Carlos Ordonez, Omprakash Gnawali
2020	A	`conf`	PandaSQL: Parallel Randomized Triangle Enumeration with SQL Queries. CIKM Abir Farouzi, Ladjel Bellatreche, Carlos Ordonez, Gopal Pandurangan, Mimoun Malki
2020	—	`conf`	Querying Big Source Code. IEEE BigData Carlos Garcia-Alvarado, Carlos Ordonez
2020	B	`conf`	Scalable Machine Learning on Popular Analytic Languages with Parallel Data Summarization. DaWaK Sikder Tahsin Al-Amin, Carlos Ordonez
2020	—	`ed.`	Smart Applications and Data Analysis - Third International Conference, SADASC 2020, Marrakesh, Morocco, June 25-26, 2020, Proceedings SADASC Mohamed Hamlich, Ladjel Bellatreche, Anirban Mondal, Carlos Ordonez
2020	J	`jnl`	The contribution of linked open data to augment a traditional data warehouse. J. Intell. Inf. Syst. Nabila Berkani, Ladjel Bellatreche, Selma Khouri, Carlos Ordonez
2020	J	`jnl`	Think big, start small: a good initiative to design green query optimizers. Clust. Comput. Simon Pierre Dembele, Ladjel Bellatreche, Carlos Ordonez, Amine Roukh
2020	—	`conf`	Towards Green Query Processing - Auditing Power Before Deploying. IEEE BigData Simon Pierre Dembele, Ladjel Bellatreche, Carlos Ordonez
2019	B	`ed.`	Big Data Analytics and Knowledge Discovery - 21st International Conference, DaWaK 2019, Linz, Austria, August 26-29, 2019, Proceedings DaWaK Carlos Ordonez, Il-Yeol Song, Gabriele Anderst-Kotsis, A Min Tjoa, Ismail Khalil
2019	—	`conf`	Computing Complex Graph Properties with SQL Queries. IEEE BigData Xiantian Zhou, Carlos Ordonez
2019	J	`jnl`	Corrigendum to "The percentage cube" [Inf. Syst. 79 (2019) 20-31]. Inf. Syst. Yiqun Zhang, Carlos Ordonez, Javier García-García, Ladjel Bellatreche, Humberto Carrillo-Calvet
2019	—	`conf`	ER4ML: An ER Modeling Tool to Represent Data Transformations in Data Science. ER Forum/Posters/Demos Dihia Lanasri, Carlos Ordonez, Ladjel Bellatreche, Selma Khouri
2019	C	`conf`	Enhancing ER Diagrams to View Data Transformations Computed with Queries. DOLAP Carlos Ordonez, Ladjel Bellatreche
2019	—	`conf`	Reverse Partitioning for SPARQL Queries: Principles and Performance Analysis. DEXA (2) Jorge Galicia, Amin Mesmoudi, Ladjel Bellatreche, Carlos Ordonez
2019	—	`conf`	Scalable Machine Learning in the R Language Using a Summarization Matrix. DEXA (2) Siva Uday Sampreeth Chebolu, Carlos Ordonez, Sikder Tahsin Al-Amin
2019	J	`jnl`	Scalable machine learning computing a data summarization matrix with a parallel array DBMS. Distributed Parallel Databases Carlos Ordonez, Yiqun Zhang, S. Lennart Johnsson
2019	J	`jnl`	The percentage cube. Inf. Syst. Yiqun Zhang, Carlos Ordonez, Javier García-García, Ladjel Bellatreche, Humberto Carrillo-Calvet
2019	C	`conf`	Value-driven Approach for Designing Extended Data Warehouses. DOLAP Nabila Berkani, Ladjel Bellatreche, Selma Khouri, Carlos Ordonez
2018	J	`jnl`	A Mathematical Database to Process Time Series. Int. J. Data Warehous. Min. Cyrille Ponchateau, Ladjel Bellatreche, Carlos Ordonez, Mickaël Baron
2018	—	`conf`	A Survey on Parallel Database Systems from a Storage Perspective: Rows Versus Columns. DEXA Workshops Carlos Ordonez, Ladjel Bellatreche
2018	B	`ed.`	Big Data Analytics and Knowledge Discovery - 20th International Conference, DaWaK 2018, Regensburg, Germany, September 3-6, 2018, Proceedings DaWaK Carlos Ordonez, Ladjel Bellatreche
2018	—	`conf`	Big Data Analytics: Exploring Graphs with Optimized SQL Queries. DEXA Workshops Sikder Tahsin Al-Amin, Carlos Ordonez, Ladjel Bellatreche
2018	—	`conf`	Cost Effective Load-Balancing Approach for Range-Partitioned Main-Memory Resident Data. DEXA (2) Djahida Belayadi, Khaled-Walid Hidouci, Ladjel Bellatreche, Carlos Ordonez
2018	B	`conf`	ETL-aware materialized view selection in semantic data stream warehouses. RCIS Nabila Berkani, Ladjel Bellatreche, Carlos Ordonez
2018	C	`ed.`	Model and Data Engineering - 8th International Conference, MEDI 2018, Marrakesh, Morocco, October 24-26, 2018, Proceedings MEDI El Hassan Abdelwahed, Ladjel Bellatreche, Matteo Golfarelli, Dominique Méry, Carlos Ordonez
2018	—	`ed.`	New Trends in Model and Data Engineering - MEDI 2018 International Workshops, DETECT, MEDI4SG, IWCFS, REMEDY, Marrakesh, Morocco, October 24-26, 2018, Proceedings MEDI Workshops El Hassan Abdelwahed, Ladjel Bellatreche, Djamal Benslimane, Matteo Golfarelli, Stéphane Jean, Dominique Méry, Kazumi Nakamatsu, Carlos Ordonez
2018	—	`conf`	Time Complexity and Parallel Speedup of Relational Queries to Solve Graph Problems. DEXA (2) Carlos Ordonez, Predrag T. Tosic
2018	—	`conf`	Équilibrage de Distribution de Données d'une Base en Mémoire Parallèle Partitionnées par Intervalle. EDA Djahida Belayadi, Khaled-Walid Hidouci, Ladjel Bellatreche, Carlos Ordonez
2017	—	`conf`	A Cloud System for Machine Learning Exploiting a Parallel Array DBMS. DEXA Workshops Yiqun Zhang, Carlos Ordonez, S. Lennart Johnsson
2017	—	`conf`	A Tool for Statistical Analysis on Network Big Data. DEXA Workshops Carlos Ordonez, Theodore Johnson, Divesh Srivastava, Simon Urbanek
2017	—	`conf`	Boolean Network Models of Collective Dynamics of Open and Closed Large-Scale Multi-agent Systems. HoloMAS Predrag T. Tosic, Carlos Ordonez
2017	J	`jnl`	Comparing columnar, row and array DBMSs to process recursive queries on graphs. Inf. Syst. Carlos Ordonez, Wellington Cabrera, Achyuth Gurram
2017	—	`conf`	Integrating the R Language Runtime System with a Data Stream Warehouse. DEXA (2) Carlos Ordonez, Theodore Johnson, Simon Urbanek, Vladislav Shkapenyuk, Divesh Srivastava
2017	—	`conf`	Optimization of Percentage Cube Queries. EDBT/ICDT Workshops Yiqun Zhang, Carlos Ordonez, Javier García-García, Ladjel Bellatreche
2017	J	`jnl`	Predicting Student Success: A Naïve Bayesian Application to Community College Data. Technol. Knowl. Learn. Fermin Ornelas, Carlos Ordonez
2017	J	`jnl`	Scalable parallel graph algorithms with matrix-vector multiplication evaluated with queries. Distributed Parallel Databases Wellington Cabrera, Carlos Ordonez
2017	J	`jnl`	Special issue on DOLAP 2015: Evolving data warehousing and OLAP cubes to big data analytics. Inf. Syst. Carlos Ordonez, Carlos Garcia-Alvarado, Il-Yeol Song
2016	J	`jnl`	Accelerating a Gibbs sampler for variable selection on genomics data with summarization and variable pre-selection combining an array DBMS and R. Mach. Learn. David Sergio Matusevich, Wellington Cabrera, Carlos Ordonez
2016	B	`conf`	Big Data Analytics Integrating a Parallel Columnar DBMS and the R Language. CCGrid Yiqun Zhang, Carlos Ordonez, Wellington Cabrera
2016	J	`jnl`	EIC Editorial. IEEE Trans. Knowl. Data Eng. Jian Pei, Leman Akoglu, Hongrae Lee, Justin J. Levandoski, Xuelong Li, Rosa Meo, Carlos Ordonez, Jeff M. Phillips, Barbara Poblete, K. Selçuk Candan, Meng Wang, Ji-Rong Wen, Li Xiong, Wenjie Zhang
2016	A	`conf`	EnerQuery: Energy-Aware Query Processing. CIKM Amine Roukh, Ladjel Bellatreche, Carlos Ordonez
2016	C	`conf`	Energy-Aware Query Processing on a Parallel Database Cluster Node. ICA3PP Amine Roukh, Ladjel Bellatreche, Nikos Tziritas, Carlos Ordonez
2016	B	`conf`	Managing Big Data Analytics Workflows with a Database System. CCGrid Carlos Ordonez, Javier García-García
2016	J	`jnl`	Skycube Materialization Using the Topmost Skyline or Functional Dependencies. ACM Trans. Database Syst. Sofian Maabout, Carlos Ordonez, Patrick Kamnang Wanko, Nicolas Hanusse
2016	B	`conf`	Solar Power Prediction for Smart Community Microgrid. SMARTCOMP Wellington Cabrera, Driss Benhaddou, Carlos Ordonez
2016	J	`jnl`	The Gamma Matrix to Summarize Dense and Sparse Data Sets for Big Data Analytics. IEEE Trans. Knowl. Data Eng. Carlos Ordonez, Yiqun Zhang, Wellington Cabrera
2016	—	`conf`	Time Complexity and Parallel Speedup to Compute the Gamma Summarization Matrix. AMW Carlos Ordonez, Yiqun Zhang
2016	—	`conf`	Unified Algorithm to Solve Several Graph Problems with Relational Queries. AMW Wellington Cabrera, Carlos Ordonez
2015	J	`jnl`	Clustering binary cube dimensions to compute relaxed GROUP BY aggregations. Inf. Syst. Carlos Garcia-Alvarado, Carlos Ordonez
2015	A	`conf`	DOLAP 2015 Workshop Summary. CIKM Carlos Garcia-Alvarado, Carlos Ordonez, Il-Yeol Song
2015	J	`jnl`	Dépendances fonctionnelles et requêtes skyline multidimensionnelles. Ingénierie des Systèmes d Inf. Nicolas Hanusse, Patrick Kamnang Wanko, Sofian Maabout, Carlos Ordonez
2015	C	`ed.`	Proceedings of the ACM Eighteenth International Workshop on Data Warehousing and OLAP, DOLAP 2015, Melbourne, VIC, Australia, October 19-23, 2015 DOLAP Il-Yeol Song, Carlos Garcia-Alvarado, Carlos Ordonez
2014	—	`conf`	A Clustering Algorithm Merging MCMC and EM Methods Using SQL Queries. BigMine David Sergio Matusevich, Carlos Ordonez
2014	J	`jnl`	A Query Beehive Algorithm for Data Warehouse Buffer Management and Query Scheduling. Int. J. Data Warehous. Min. Amira Kerkad, Ladjel Bellatreche, Pascal Richard, Carlos Ordonez, Dominique Geniet
2014	J	`jnl`	Bayesian Variable Selection in Linear Regression in One Pass for Large Datasets. ACM Trans. Knowl. Discov. Data Carlos Ordonez, Carlos Garcia-Alvarado, Veerabhadran Baladandayuthapani
2014	J	`jnl`	Extending ER models to capture database transformations to build data sets for data mining. Data Knowl. Eng. Carlos Ordonez, Sofian Maabout, David Sergio Matusevich, Wellington Cabrera
2014	—	`conf`	ONTOCUBO: cube-based ontology construction and exploration. SIGMOD Conference Carlos Garcia-Alvarado, Carlos Ordonez
2014	J	`jnl`	PCA for large data sets with parallel data summarization. Distributed Parallel Databases Carlos Ordonez, Naveen Mohanam, Carlos Garcia-Alvarado
2014	C	`conf`	Recursive Query Evaluation in a Column DBMS to Analyze Large Graphs. DOLAP Carlos Ordonez, Achyuth Gurram, Nirmala Rai
2014	—	`conf`	The Gamma Operator for Big Data Summarization on an Array DBMS. BigMine Carlos Ordonez, Yiqun Zhang, Wellington Cabrera
2013	A	`conf`	A fast convergence clustering algorithm merging MCMC and EM methods. CIKM David Sergio Matusevich, Carlos Ordonez, Veerabhadran Baladandayuthapani
2013	—	`conf`	Bayesian variable selection for linear regression in high dimensional microarray data. DTMBIO Wellington Cabrera, Carlos Ordonez, David Sergio Matusevich, Veerabhadran Baladandayuthapani
2013	C	`conf`	Can we analyze big data inside a DBMS? DOLAP Carlos Ordonez
2013	C	`conf`	Clustering cubes with binary dimensions in one pass. DOLAP Carlos Garcia-Alvarado, Carlos Ordonez
2013	—	`conf`	Data mining algorithms as a service in the cloud exploiting relational database systems. SIGMOD Conference Carlos Ordonez, Javier García-García, Carlos Garcia-Alvarado, Wellington Cabrera, Veerabhadran Baladandayuthapani, Mohammed S. Quraishi
2013	J	`jnl`	Discovering frequent pattern pairs. Intell. Data Anal. Carlos Ordonez, Zhibo Chen
2013	J	`jnl`	Efficiently repairing and measuring replica consistency in distributed databases. Distributed Parallel Databases Javier García-García, Carlos Ordonez, Predrag T. Tosic
2013	J	`jnl`	Integrating multi-platform genomic data using hierarchical Bayesian relevance vector machines. EURASIP J. Bioinform. Syst. Biol. Sanvesh Srivastava, Wenyi Wang, Ganiraju Manyam, Carlos Ordonez, Veerabhadran Baladandayuthapani
2013	A	`conf`	OntoDBench: Interactively Benchmarking Ontology Storage in a Database. ER Stéphane Jean, Ladjel Bellatreche, Carlos Ordonez, Géraud Fokou, Mickaël Baron
2013	C	`conf`	Optimizing OLAP cube processing on solid state drives. DOLAP Zhibo Chen, Carlos Ordonez
2012	—	`conf`	Distributed Protocols for Multi-Agent Coalition Formation: A Negotiation Perspective. AMT Predrag T. Tosic, Carlos Ordonez
2012	—	`conf`	Dynamic optimization of generalized SQL queries with horizontal aggregations. SIGMOD Conference Carlos Ordonez, Javier García-García, Zhibo Chen
2012	A	`conf`	Fast PCA computation in a DBMS with aggregate UDFs and LAPACK. CIKM Carlos Ordonez, Naveen Mohanam, Carlos Garcia-Alvarado, Predrag T. Tosic, Edgar Martinez
2012	J	`jnl`	Horizontal Aggregations in SQL to Prepare Data Sets for Data Mining Analysis. IEEE Trans. Knowl. Data Eng. Carlos Ordonez, Zhibo Chen
2012	—	`conf`	Integrating Database Systems and Data Mining Algorithms. EDA Carlos Ordonez
2012	—	`conf`	Integrating and querying source code of programs working on a database. KEYS Carlos Garcia-Alvarado, Carlos Ordonez
2012	—	`conf`	On Finding and Learning Effective Strategies for Complex Non-zero-sum Repeated Games. IAT Predrag T. Tosic, Philip Dasler, Carlos Ordonez
2012	C	`conf`	Query processing on cubes mapped from ontologies to dimension hierarchies. DOLAP Carlos Garcia-Alvarado, Carlos Ordonez
2012	—	`conf`	Querying external source code files of programs connecting to a relational database. PIKM Carlos Garcia-Alvarado, Carlos Ordonez, Veerabhadran Baladandayuthapani
2012	J	`jnl`	Special Issue of DOLAP 2010 Information Systems. Inf. Syst. Carlos Ordonez, Il-Yeol Song
2011	A	`conf`	A data mining system based on SQL queries and UDFs for relational databases. CIKM Carlos Ordonez, Carlos Garcia-Alvarado
2011	J	`jnl`	Data set preprocessing and transformation in a database system. Intell. Data Anal. Carlos Ordonez
2011	J	`jnl`	Evaluating association rules and decision trees to predict multiple target attributes. Intell. Data Anal. Carlos Ordonez, Kai Zhao
2011	A	`conf`	Integrating and querying web databases and documents. CIKM Carlos Garcia-Alvarado, Carlos Ordonez
2011	C	`conf`	Interactive exploration and visualization of OLAP cubes. DOLAP Carlos Ordonez, Zhibo Chen, Javier García-García
2011	A	`conf`	ONTOCUBE: efficient ontology extraction using OLAP cubes. CIKM Carlos Garcia-Alvarado, Zhibo Chen, Carlos Ordonez
2011	—	`conf`	One-pass data mining algorithms in a DBMS with UDFs. SIGMOD Conference Carlos Ordonez, Sasi K. Pitchaimalai
2011	J	`jnl`	Parallel Multithreaded Processing for Data Set Summarization on Multicore CPUs. J. Comput. Sci. Eng. Carlos Ordonez, Mario Navas, Carlos Garcia-Alvarado
2010	J	`jnl`	Bayesian Classifiers Programmed in SQL. IEEE Trans. Knowl. Data Eng. Carlos Ordonez, Sasi K. Pitchaimalai
2010	—	`conf`	Comparing SQL and MapReduce to compute Naive Bayes in a single table scan. CloudDB@CIKM Sasi K. Pitchaimalai, Carlos Ordonez, Carlos Garcia-Alvarado
2010	A	`conf`	DOLAP 2010 workshop summary. CIKM Carlos Ordonez, Il-Yeol Song
2010	C	`ed.`	DOLAP 2010, ACM 13th International Workshop on Data Warehousing and OLAP, Toronto, Ontario, Canada, October 30, 2010, Proceedings DOLAP Il-Yeol Song, Carlos Ordonez
2010	—	`conf`	Database systems research on data mining. SIGMOD Conference Carlos Ordonez, Javier García-García
2010	—	`conf`	Efficient algorithms based on relational queries to mine frequent graphs. PIKM Walter Garcia, Carlos Ordonez, Kai Zhao, Ping Chen
2010	—	`conf`	Enhancing Document Exploration with OLAP. ICDM Workshops Zhibo Chen, Carlos Garcia-Alvarado, Carlos Ordonez
2010	J	`jnl`	Evaluating Join Performance on Relational Database Systems. J. Comput. Sci. Eng. Carlos Ordonez, Javier García-García
2010	J	`jnl`	Extended aggregations for databases with referential integrity issues. Data Knowl. Eng. Javier García-García, Carlos Ordonez
2010	J	`jnl`	Fast UDFs to compute sufficient statistics on large data sets exploiting caching and sampling. Data Knowl. Eng. Carlos Ordonez, Sasi K. Pitchaimalai
2010	—	`conf`	Keyword search across databases and documents. KEYS Carlos Garcia-Alvarado, Carlos Ordonez
2010	A	`conf`	OLAP-based query recommendation. CIKM Carlos Garcia-Alvarado, Zhibo Chen, Carlos Ordonez
2010	A*	`conf`	On the Computation of Stochastic Search Variable Selection in Linear Regression with UDFs. ICDM Mario Navas, Carlos Ordonez, Veerabhadran Baladandayuthapani
2010	J	`jnl`	Optimization of Linear Recursive Queries in SQL. IEEE Trans. Knowl. Data Eng. Carlos Ordonez
2010	—	`conf`	Query recommendation in digital libraries using OLAP. KEYS Carlos Garcia-Alvarado, Carlos Ordonez, Zhibo Chen
2010	C	`conf`	Relational versus non-relational database systems for data warehousing. DOLAP Carlos Ordonez, Il-Yeol Song, Carlos Garcia-Alvarado
2010	C	`conf`	Repairing OLAP queries in databases with referential integrity errors. DOLAP Javier García-García, Carlos Ordonez
2010	J	`jnl`	Statistical Model Computation with UDFs. IEEE Trans. Knowl. Data Eng. Carlos Ordonez
2009	—	`conf`	A Referential Integrity Browser for Distributed Databases. WebDB Carlos Ordonez, Javier García-García, Rogelio Montero-Campos, Carlos Garcia-Alvarado
2009	C	`conf`	Consistency-aware evaluation of OLAP queries in replicated data warehouses. DOLAP Javier García-García, Carlos Ordonez
2009	—	`conf`	DBDOC: querying and browsing databases and interrelated documents. KEYS Carlos Garcia-Alvarado, Carlos Ordonez, Zhibo Chen
2009	—	`conf`	Efficient computation of PCA with SVD in SQL. KDD Workshop on Data Mining using Matrices and Tensors Mario Navas, Carlos Ordonez
2009	J	`jnl`	Evaluating Statistical Tests on OLAP Cubes to Compare Degree of Disease. IEEE Trans. Inf. Technol. Biomed. Carlos Ordonez, Zhibo Chen
2009	—	`conf`	Exploration and visualization of OLAP cubes with statistical tests. KDD Workshop on Visual Analytics and Knowledge Discovery Carlos Ordonez, Zhibo Chen
2009	—	`conf`	Fast and dynamic OLAP exploration using UDFs. SIGMOD Conference Zhibo Chen, Carlos Ordonez, Carlos Garcia-Alvarado
2009	J	`jnl`	Models for association rules based on clustering and correlation. Intell. Data Anal. Carlos Ordonez
2009	A	`conf`	OLAP with UDFs in digital libraries. CIKM Carlos Garcia-Alvarado, Zhibo Chen, Carlos Ordonez
2009	—	`conf`	Regional Pattern Discovery in Geo-referenced Datasets Using PCA. MLDM Oner Ulvi Celepcikay, Christoph F. Eick, Carlos Ordonez
2008	—	`conf`	Bounding and Estimating Association Rule Support from Clusters on Binary Data. ICDM Workshops Carlos Ordonez, Kai Zhao, Zhibo Chen
2008	—	`conf`	Comparing Reliability of Association Rules and OLAP Statistical Tests. ICDM Workshops Zhibo Chen, Carlos Ordonez, Kai Zhao
2008	—	`conf`	Efficient Distance Computation Using SQL Queries and UDFs. ICDM Workshops Sasi K. Pitchaimalai, Carlos Ordonez, Carlos Garcia-Alvarado
2008	C	`conf`	Efficient OLAP with UDFs. DOLAP Zhibo Chen, Carlos Ordonez
2008	C	`conf`	Estimating and bounding aggregations in databases with referential integrity errors. DOLAP Javier García-García, Carlos Ordonez
2008	—	`conf`	Information retrieval from digital libraries in SQL. WIDM Carlos Garcia-Alvarado, Carlos Ordonez
2008	—	`conf`	Microarray data analysis with pca in a dbms. DTMBIO Waree Rinsurongkawong, Carlos Ordonez
2008	J	`jnl`	Referential integrity quality metrics. Decis. Support Syst. Carlos Ordonez, Javier García-García
2007	—	`conf`	Building statistical models and scoring with UDFs. SIGMOD Conference Carlos Ordonez
2007	—	`conf`	Measuring referential integrity in distributed databases. CIMS Carlos Ordonez, Javier García-García, Zhibo Chen
2007	—	`conf`	Metadata management for federated databases. CIMS Carlos Ordonez, Zhibo Chen, Javier García-García
2006	J	`jnl`	Association Rule Discovery With the Train and Test Approach for Heart Disease Prediction. IEEE Trans. Inf. Technol. Biomed. Carlos Ordonez
2006	—	`conf`	Comparing association rules and decision trees for disease prediction. HIKM Carlos Ordonez
2006	J	`jnl`	Constraining and summarizing association rules in medical data. Knowl. Inf. Syst. Carlos Ordonez, Norberto F. Ezquerra, Cesar A. Santana
2006	J	`jnl`	Integrating K-Means Clustering with a Relational DBMS Using SQL. IEEE Trans. Knowl. Data Eng. Carlos Ordonez
2006	A	`conf`	Vector and matrix operations programmed with UDFs in a relational DBMS. CIKM Carlos Ordonez, Javier García-García
2005	Misc	`conf`	A model for association rules based on clustering. SAC Carlos Ordonez
2005	J	`jnl`	Accelerating EM clustering to find high-quality solutions. Knowl. Inf. Syst. Carlos Ordonez, Edward Omiecinski
2005	—	`conf`	Optimizing recursive queries in SQL. SIGMOD Conference Carlos Ordonez
2004	J	`jnl`	Efficient Disk-Based K-Means Clustering for Relational Databases. IEEE Trans. Knowl. Data Eng. Carlos Ordonez, Edward Omiecinski
2004	—	`conf`	Horizontal aggregations for building tabular data sets. DMKD Carlos Ordonez
2004	A*	`conf`	Programming the K-means clustering algorithm in SQL. KDD Carlos Ordonez
2004	—	`conf`	Vertical and Horizontal Percentage Aggregations. SIGMOD Conference Carlos Ordonez
2003	—	`conf`	Clustering binary data streams with K-means. DMKD Carlos Ordonez
2002	A	`conf`	FREM: fast and robust EM clustering for large data sets. CIKM Carlos Ordonez, Edward Omiecinski
2001	A*	`conf`	A Fast Algorithm to Cluster High Dimensional Basket Data. ICDM Carlos Ordonez, Edward Omiecinski, Norberto F. Ezquerra
2001	A*	`conf`	Mining Constrained Association Rules to Predict Heart Disease. ICDM Carlos Ordonez, Edward Omiecinski, Levien de Braal, Cesar A. Santana, Norberto F. Ezquerra, José A. Taboada, C. David Cooke, Elizabeth Krawczynska, Ernest V. Garcia
2000	—	`conf`	Discovering Interesting Association Rules in Medical Data. ACM SIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery Carlos Ordonez, Cesar A. Santana, Levien de Braal
2000	—	`conf`	SQLEM: Fast Clustering in SQL using the EM Algorithm. SIGMOD Conference Carlos Ordonez, Paul Cereghini
1999	—	`conf`	Discovering Association Rules Based on Image Content. ADL Carlos Ordonez, Edward Omiecinski