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- 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.
- 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
- 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,
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- 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
- 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
- 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,
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- 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
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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
- M. Caniupán, L.
Bravo, C.A. Hurtado. Repairing Inconsistent Dimensions in Data
Warehouses. Data & Knowledge Engineering, 79(80):17-39, 2012,
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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
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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
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- 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,
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- 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].
- 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].
- 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].
- 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].
- 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].
- 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].
- 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),
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- 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].
- 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].
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Vaisman. Repairing Dimension Hierarchies under Inconsistent Reclassication.
In Proc. of In Advances in Conceptual Modeling, Recent Developments
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- 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),
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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,
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- A. Rodríguez,
L. Bertossi, M. Caniupán. An Inconsistency Tolerant Approach
to Querying Spatial Databases. In Proc. of the 16th ACM SIGSPATIAL
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- M. Caniupán, L.
Bertossi. The Consistency Extractor System: Querying Inconsistent
Databases using Answer Set Programs. In Proc. of the Scalable
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- 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].
- 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.
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- 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].
- 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].
- 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.
- 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.
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