Mónica Caniupán

PhD in Computer Science
Full Professor
Universidad del Bío-Bío, Chile

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Journal Articles (WoS)
 
  1. G. Gutiérrez, R. Torres-Avilés, M. Caniupán, cKd-tree: A Compact Kd-tree, IEEE Access, vol. 12, pp. 28666-28676, 2024, https://ieeexplore.ieee.org/document/10431741.
  2. A. Cravero, S. Pardo, P. Galeas, J. López, M. Caniupán. Data Type and Data Sources for Agricultural Big Data and Machine Learning, Sustainability, vol. 14(23), article number 16131, 2022. https://www.mdpi.com/2071-1050/14/23/16131
  3. M. Caniupán, R. Torres-Avilés, T. Gutiérrez-Bunster, M. Lepe. Efficient Computation of Map Algebra over Raster Data stored in the k2-acc Compact Data Structure, GeoInformatica, 26:95-123, 2022, https://doi.org/10.1007/s10707-021-00445-y, [pdf]
  4. F. Santolaya, M. Caniupán, L. Gajardo, M. Romero, R. Torres-Avilés, Efficient Computation of Spatial Queries over Points Stored in k2-tree Compact Data Structures, Theoretical Computer Science, 892:108-131, 2021, https://doi.org/10.1016/j.tcs.2021.09.012
  5. J. Castro, M. Romero, G. Gutiérrez, M. Caniupán, C. Quijada-Fuentes. Efficient Computation of the Convex Hull on Sets of Points Stored in a k2-tree Compact Data Structure, Knowledge and Information Systems, ISSN 0219-1377, 62(10):4091-4111, 2020, https://doi.org/10.1007/s10115-020-01486-9
  6. C. Vallejos, M. Caniupán, G. Gutiérrez. Compact Data Structures to Represent and Query Data Warehouses into Main Memory. IEEE Latin America Transactions, 16(9):2328-2335, 2018, https://doi.org/10.1109/TLA.2018.8789552, [pdf]
  7. M. Caniupán, A. Vaisman, R. Arredondo. Efficient Repair of Dimension Hierarchies under Inconsistent Reclassification. Data & Knowledge Engineering, 95:1-22, 2015, http://dx.doi.org/10.1016/j.datak.2015.01.001
  8. A. Rodríguez, L. Bertossi, M. Caniupán. Consistent Query Answering under Spatial Semantic Constraints. Information Systems, 38:244-263, 2013, http://dx.doi.org/10.1016/j.is.2012.08.005
  9. M. Caniupán, L. Bravo, C.A. Hurtado. Repairing Inconsistent Dimensions in Data Warehouses. Data & Knowledge Engineering, 79(80):17-39, 2012, http://dx.doi.org/10.1016/j.datak.2012.04.002
  10. M. Caniupán, L. Bertossi. The consistency extractor system: Answer set programs for consistent query answering in databases. Data & Knowledge Engineering, 69(6):545-572, 2010, http://dx.doi.org/10.1016/j.datak.2010.01.005
  11. M. Caniupán. Handling Inconsistencies in Data Warehouses. In Current Trends in Database Technology, LNCS 3268, pp. 166-176, 2004, http://link.springer.com/chapter/10.1007%2F978-3-540-30192-9_16
International Conferences/Workshops
 
  1. M. Caniupán, L. Galleguillos, T. Gutiérrez-Bunster, K. Prats, A. Segura, B. Troncoso. Analysis of the Perception of Security at the Concepción campus of Universidad del Bío-Bío. In Proc. of the XV Congress of Latin American Women in Computing, 2023, pp. 23-33, La Paz, Bolivia, October 16-20, 2023, [pdf].
  2. O. Plaza de los Reyes, M. Caniupán, R. Torres-Avilés, T. Gutiérrez-Bunster. Map algebra algorithms over raster data stored in the k2-raster compact data structure. In Proc. of the XLI International Conference of the Chilean Computer Science Society (SCCC’22), pp. 1-4, Santiago, Chile, November 21-25, 2022, [pdf].
  3. L. Cabrera-Crot, M. Caniupán, A. Rodríguez, D. Seco. Trajectory Patterns Based on Segment-Cutting Clustering. In Proc. of the 13th Alberto Mendelzon International Workshop on Foundations of Data Management (AMW'19), ISNN 1613-0073, vol. 2369, Asunción, Paraguay, June 03-07, 2019, [pdf].
  4. F. Linco, M. Caniupán. Extending the CMHD Compact Data Structure to Compute Aggregations over Data Warehouses. In Proc. of the 37th International Conference of the Chilean Computer Science Society (SCCC'18), pp. 1-8, Santiago, Chile, November 5-9, 2018, [pdf].
  5. C. Vallejos, M. Caniupán, G. Gutiérrez. K2-treaps to Represent and Query Data Warehouses into Main Memory. In Proc. of the 36th International Conference of the Chilean Computer Science Society (SCCC'17), pp. 1-12, Arica, Chile, October 16-18, 2017, [pdf].
  6. R. Arredondo, M. Caniupán. Efficient Algorithms for Repairing Inconsistent Dimensions in Data Warehouses. In Proc. of the XXXII International Conference of the Chilean Computer Science Society (SCCC'13), Temuco, Chile, November 11-15, 2013, [pdf].
  7. J. Ramírez, M. Caniupán, L. Bravo. Handling Inconsistencies in Data Warehouses with Extended Dimensions. In Proc. of the XXXII International Conference of the Chilean Computer Science Society (SCCC'13), Temuco, Chile, November, 2013, [pdf].
  8. J. Ramírez, L. Bravo, M. Caniupán. Extended Dimensions for Cleaning and Querying Inconsistent Data Warehouses. In Proc. of the ACM Sixteenth International Workshop On Data Warehousing and OLAP (DOLAP'2013), ISBN 978-1-4503-2412-0, pp. 39-46, San Francisco Airport Marriot Waterfront, Burlingame, CA, USA, October 28th, 2013, [pdf].
  9. M. Caniupán, A. Placencia. Data Warehouse Fixer: Fixing Inconsistencies in Data Warehouses. In Proc. of the XXX International Conference of the Chilean Computer Science Society (SCCC'2011), pp. 28-32, Curicó, Chile, November 9-11, 2011, [pdf].
  10. J. Belmar, J. Cuevas, M. Caniupán. CQA-WF: Consistent Query Answers to Conjunctive Queries using the Well-Founded Semantics. In Proc. of the XXX International Conference of the Chilean Computer Science Society (SCCC'2011), pp. 54-63, Curicó, Chile, November 9-11, 2011, [pdf].
  11. M. Caniupán, A. Vaisman. Repairing Dimension Hierarchies under Inconsistent Reclassication. In Proc. of In Advances in Conceptual Modeling, Recent Developments and New Directions. LNCS 6999, pp. 75-85, Brussels, Belgium, November, 2011, [pdf].
  12. L. Bravo, M. Caniupán, C. Hurtado. Logic Programs for Repairing Inconsistent Dimensions in Data Warehouses. In CEUR Proc. of the IV Alberto Mendelzon International Workshop on Foundations of Data Management (AMW'10), Vol 619, Buenos Aires, Argentina, May 17- 20, 2010, [pdf].
  13. L. Bertossi, L. Bravo, M. Caniupán. Consistent Query Answering in Data Warehouses. In CEUR Proc. of the III Alberto Mendelzon International Workshop on Foundations of Data Management (AMW'09), Vol 450, Arequipa, Perú, May 12-15, 2009, [pdf].
  14. A. Rodríguez, L. Bertossi, M. Caniupán. An Inconsistency Tolerant Approach to Querying Spatial Databases. In Proc. of the 16th ACM SIGSPATIAL International conference on Advances in Geographic Information Systems (ACM GIS'08), p. 36, Irvine, California, USA, November 2008, [pdf].
  15. M. Caniupán, L. Bertossi. The Consistency Extractor System: Querying Inconsistent Databases using Answer Set Programs. In Proc. of the Scalable Uncertainty Management Conference (SUM'07), Springer LNCS 4772, pp. 74-88, Washington DC, USA, 2007, [pdf].
  16. M. Caniupán, L. Bertossi. Optimizing Repair Programs for Consistent Query Answering. In Proc. of the International Conference of the Chilean Computer Science Society (SCCC'05), IEEE Computer Society Press, pp. 3-12, Punta Arenas, Chile, 2005, [pdf]. Extended version with Loreto Bravo, [pdf].
  17. M. Caniupán, G. Toro. Applying Data Mining in the Academic Area (in Spanish). In Proc. of the Software Engineering and Knowledge Engineering Workshop, pp. 121-126, Buenos Aires, Argentina, June 2001.
National Journal Articles
 
  1. A. Pérez, E. Grandón, M. Caniupán, G. Vargas. Comparative Analysis of Prediction Techniques to Determine Student Dropout: Logistic Regression vs Decision Trees. In XIX Chilean Workshop of TICS for Education (TICXED 2018), in conjunction with the 37th International Conference of the Chilean Computer Science Society (SCCC'18), pp. 1-8, Santiago, Chile, November 5-9, 2018 [pdf].
  2. J. Belmar, J. Cuevas, M. Caniupán. CQA-WF: Consistent Query Answers to Conjunctive Queries using the Well-Founded Semantics (in Spanish). In the XXIII Chilean Workshop on Computation (ECC'11), Curicó, Chile, November 9-11, 2011, [pdf].
  3. V. Beratto, G. Osses, M. Caniupán. DATASQL: Translating DATALOG Queries into SQL Queries (in Spanish). In the Information System Department Magazine ("Revista de Divulgación de las Ciencias Computacionales, Informática y de las Comunicaciones"), Vol. 2, Number 1, pp. 7-20, 2009.
  4. M. Caniupán. Disjunctive Logic Programs to Compute Consistent Answers from Inconsistent Databases (in Spanish). In the Information System Department Magazine ("Revista de Divulgación de las Ciencias Computacionales, Informática y de las Comunicaciones"), Vol. 1, Number 1, pp. 71-84, 2008.
Books
 
  1. M. Caniupán. Optimizing and Implementing Repair Programs for Consistent Query Answering in Databases. LAP Lambert Academic Publishing GmbH & Co. KG ISBN 978-3-8443-9312-5, Germany, 2011.
PhD Thesis
 
  1. M. Caniupán. Optimizing and Implementing Repair Programs for Consistent Query Answering in Databases. Ph.D. Thesis at Carleton University, Ottawa, Canada, 2007, [pdf].