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2020 – today
- 2024
[c48]Benoit Lange
, Reza Akbarinia, Florent Masseglia:
A One-Health Platform for Antimicrobial Resistance Data Analytics. CIKM 2024: 5230-5233- [c47]Raphael de Freitas Saldanha, Víctor Ribeiro, Eduardo H. M. Pena, Marcel Pedroso, Reza Akbarinia, Patrick Valduriez, Fábio Porto:
Subset Models for Multivariate Time Series Forecast. ICDEW 2024: 86-90 - [e2]Abdelkader Hameurlain, A Min Tjoa, Reza Akbarinia, Angela Bonifati:
Transactions on Large-Scale Data- and Knowledge-Centered Systems LVI - Special Issue on Data Management - Principles, Technologies, and Applications. Lecture Notes in Computer Science 14790, Springer 2024, ISBN 978-3-662-69602-6 [contents] - 2023
- [j26]Tanmoy Mondal, Reza Akbarinia, Florent Masseglia:
kNN matrix profile for knowledge discovery from time series. Data Min. Knowl. Discov. 37(3): 1055-1089 (2023) - [j25]Lamia Djebour, Reza Akbarinia, Florent Masseglia:
Variable-Size Segmentation for Time Series Representation. Trans. Large Scale Data Knowl. Centered Syst. 53: 34-65 (2023) - [j24]Reza Akbarinia, Christophe Botella, Alexis Joly, Florent Masseglia, Marta Mattoso, Eduardo S. Ogasawara, Daniel de Oliveira, Esther Pacitti, Fábio Porto, Christophe Pradal, Dennis E. Shasha, Patrick Valduriez:
Life Science Workflow Services (LifeSWS): Motivations and Architecture. Trans. Large Scale Data Knowl. Centered Syst. 55: 1-24 (2023) - [c46]Vítor Ribeiro, Eduardo H. M. Pena, Raphael de Freitas Saldanha, Reza Akbarinia, Patrick Valduriez, Falaah Arif Khan, Julia Stoyanovich, Fábio Porto:
Subset Modelling: A Domain Partitioning Strategy for Data-efficient Machine-Learning. SBBD 2023: 318-323 - [i4]Rebecca Salles, Janio Lima, Rafaelli Coutinho, Esther Pacitti, Florent Masseglia, Reza Akbarinia, Chao Chen, Jonathan M. Garibaldi, Fábio Porto, Eduardo S. Ogasawara:
SoftED: Metrics for Soft Evaluation of Time Series Event Detection. CoRR abs/2304.00439 (2023) - 2022
- [c45]Lamia Djebour, Reza Akbarinia, Florent Masseglia:
Parallel Techniques for Variable Size Segmentation of Time Series Datasets. ADBIS 2022: 148-162 - [c44]Lamia Djebour, Reza Akbarinia, Florent Masseglia:
Variable size segmentation for efficient representation and querying of non-uniform time series datasets. SAC 2022: 395-402 - 2021
- [j23]Oleksandra Levchenko, Boyan Kolev, Djamel Edine Yagoubi, Reza Akbarinia, Florent Masseglia, Themis Palpanas, Dennis E. Shasha, Patrick Valduriez:
BestNeighbor: efficient evaluation of kNN queries on large time series databases. Knowl. Inf. Syst. 63(2): 349-378 (2021) - [j22]Heraldo Borges, Reza Akbarinia, Florent Masseglia:
Anomaly Detection in Time Series. Trans. Large Scale Data Knowl. Centered Syst. 50: 46-62 (2021) - [c43]Chao Zhang, Reza Akbarinia, Farouk Toumani:
Efficient Incremental Computation of Aggregations over Sliding Windows. KDD 2021: 2136-2144 - 2020
- [j21]Djamel Edine Yagoubi, Reza Akbarinia, Florent Masseglia, Themis Palpanas:
Massively Distributed Time Series Indexing and Querying. IEEE Trans. Knowl. Data Eng. 32(1): 108-120 (2020)
2010 – 2019
- 2019
- [b2]Reza Akbarinia:
Parallel Techniques for Big Data Analytics. University of Montpellier, France, 2019 - [j20]Sakina Mahboubi, Reza Akbarinia, Patrick Valduriez:
Privacy-Preserving Top-k Query Processing in Distributed Systems. Trans. Large Scale Data Knowl. Centered Syst. 42: 1-24 (2019) - [c42]Boyan Kolev, Reza Akbarinia, Ricardo Jiménez-Peris, Oleksandra Levchenko, Florent Masseglia, Marta Patiño, Patrick Valduriez:
Parallel Streaming Implementation of Online Time Series Correlation Discovery on Sliding Windows with Regression Capabilities. CLOSER 2019: 681-687 - [c41]Boyan Kolev, Reza Akbarinia, Ricardo Jiménez-Peris, Oleksandra Levchenko, Florent Masseglia, Marta Patiño, Patrick Valduriez:
Pipelined Implementation of a Parallel Streaming Method for Time Series Correlation Discovery on Sliding Windows. DATA 2019: 431-436 - [c40]Oleksandra Levchenko, Boyan Kolev, Djamel Edine Yagoubi, Dennis E. Shasha, Themis Palpanas, Patrick Valduriez, Reza Akbarinia, Florent Masseglia:
Distributed Algorithms to Find Similar Time Series. ECML/PKDD (3) 2019: 781-785 - [c39]Olivier Rodriguez, Reza Akbarinia, Federico Ulliana:
Querying Key-Value Stores Under Single-Key Constraints: Rewriting and Parallelization. RuleML+RR 2019: 198-206 - [i3]Reza Akbarinia, Bertrand Cloez:
Efficient Matrix Profile Computation Using Different Distance Functions. CoRR abs/1901.05708 (2019) - 2018
- [j19]Djamel Edine Yagoubi, Reza Akbarinia, Boyan Kolev, Oleksandra Levchenko, Florent Masseglia, Patrick Valduriez, Dennis E. Shasha:
ParCorr: efficient parallel methods to identify similar time series pairs across sliding windows. Data Min. Knowl. Discov. 32(5): 1481-1507 (2018) - [c38]Oleksandra Levchenko, Djamel Edine Yagoubi, Reza Akbarinia, Florent Masseglia, Boyan Kolev, Dennis E. Shasha:
Spark-parSketch: A Massively Distributed Indexing of Time Series Datasets. CIKM 2018: 1951-1954 - [c37]Sakina Mahboubi, Reza Akbarinia, Patrick Valduriez:
Answering Top-k Queries over Outsourced Sensitive Data in the Cloud. DEXA (1) 2018: 218-231 - [c36]Sakina Mahboubi, Reza Akbarinia, Patrick Valduriez:
Privacy-Preserving Top-k Query Processing in Distributed Systems. Euro-Par 2018: 281-292 - [c35]Cetin Sahin, Tristan Allard, Reza Akbarinia, Amr El Abbadi, Esther Pacitti:
A Differentially Private Index for Range Query Processing in Clouds. ICDE 2018: 857-868 - [c34]Sakina Mahboubi, Reza Akbarinia, Patrick Valduriez:
Top-k Query Processing over Distributed Sensitive Data. IDEAS 2018: 208-216 - [c33]Mehdi Zitouni, Reza Akbarinia, Sadok Ben Yahia, Florent Masseglia:
Maximally informative k-itemset mining from massively distributed data streams. SAC 2018: 502-509 - [c32]Patrick Valduriez, Marta Mattoso, Reza Akbarinia, Heraldo Borges, José J. Camata, Alvaro L. G. A. Coutinho, Daniel Gaspar, Noel Moreno Lemus, Ji Liu, Hermano Lustosa, Florent Masseglia, Fabrício Nogueira da Silva, Vítor Silva, Renan Souza, Kary A. C. S. Ocaña, Eduardo S. Ogasawara, Daniel de Oliveira, Esther Pacitti, Fábio Porto, Dennis E. Shasha:
Scientific Data Analysis Using Data-Intensive Scalable Computing: The SciDISC Project. LADaS@VLDB 2018: 1-8 - 2017
- [j18]Saber Salah, Reza Akbarinia, Florent Masseglia:
A highly scalable parallel algorithm for maximally informative k-itemset mining. Knowl. Inf. Syst. 50(1): 1-26 (2017) - [j17]Saber Salah, Reza Akbarinia, Florent Masseglia:
Data placement in massively distributed environments for fast parallel mining of frequent itemsets. Knowl. Inf. Syst. 53(1): 207-237 (2017) - [c31]Mehdi Zitouni, Reza Akbarinia, Sadok Ben Yahia, Florent Masseglia:
Massively Distributed Environments and Closed Itemset Mining: The DCIM Approach. CAiSE 2017: 231-246 - [c30]Daniel Gaspar, Fábio Porto, Reza Akbarinia, Esther Pacitti:
TARDIS: Optimal Execution of Scientific Workflows in Apache Spark. DaWaK 2017: 74-87 - [c29]Djamel Edine Yagoubi, Reza Akbarinia, Florent Masseglia, Dennis E. Shasha:
RadiusSketch: Massively Distributed Indexing of Time Series. DSAA 2017: 262-271 - [c28]Djamel Edine Yagoubi, Reza Akbarinia, Florent Masseglia, Themis Palpanas:
DPiSAX: Massively Distributed Partitioned iSAX. ICDM 2017: 1135-1140 - [e1]Abdelkader Hameurlain, Josef Küng, Roland R. Wagner, Reza Akbarinia, Esther Pacitti:
Transactions on Large-Scale Data- and Knowledge-Centered Systems XXXIII. Lecture Notes in Computer Science 10430, Springer 2017, ISBN 978-3-662-55695-5 [contents] - 2016
- [j16]Miguel Liroz-Gistau, Reza Akbarinia, Divyakant Agrawal, Patrick Valduriez:
FP-Hadoop: Efficient processing of skewed MapReduce jobs. Inf. Syst. 60: 69-84 (2016) - 2015
- [j15]Maximilien Servajean, Reza Akbarinia, Esther Pacitti, Sihem Amer-Yahia:
Profile Diversity for Query Processing using User Recommendations. Inf. Syst. 48: 44-63 (2015) - [j14]Reza Akbarinia, Esther Pacitti, Patrick Valduriez:
Corrigendum to "Best position algorithms for efficient top-k query processing" [Inf. Syst 36(6) (2011) 973-989]. Inf. Syst. 52: 126-127 (2015) - [j13]Miguel Liroz-Gistau, Reza Akbarinia, Patrick Valduriez:
FP-Hadoop: Efficient Execution of Parallel Jobs Over Skewed Data. Proc. VLDB Endow. 8(12): 1856-1859 (2015) - [c27]Saber Salah, Reza Akbarinia, Florent Masseglia:
Data Partitioning for Fast Mining of Frequent Itemsets in Massively Distributed Environments. DEXA (1) 2015: 303-318 - [c26]Reza Akbarinia, Miguel Liroz-Gistau, Divyakant Agrawal, Patrick Valduriez:
An Efficient Solution for Processing Skewed MapReduce Jobs. DEXA (2) 2015: 417-429 - [c25]Mehdi Zitouni, Reza Akbarinia, Sadok Ben Yahia, Florent Masseglia:
A Prime Number Based Approach for Closed Frequent Itemset Mining in Big Data. DEXA (1) 2015: 509-516 - [c24]Saber Salah, Reza Akbarinia, Florent Masseglia:
Fast Parallel Mining of Maximally Informative k-Itemsets in Big Data. ICDM 2015: 359-368 - [c23]Saber Salah, Reza Akbarinia, Florent Masseglia:
Optimizing the Data-Process Relationship for Fast Mining of Frequent Itemsets in MapReduce. MLDM 2015: 217-231 - [c22]Reza Akbarinia, Florent Masseglia:
Aggregation-Aware Compression of Probabilistic Streaming Time Series. MLDM 2015: 232-247 - 2014
- [j12]Naser Ayat, Reza Akbarinia, Hamideh Afsarmanesh, Patrick Valduriez:
Entity resolution for probabilistic data. Inf. Sci. 277: 492-511 (2014) - [c21]Vinícius Pires de Moura Freire, Fábio André Machado Porto, José Antônio Fernandes de Macêdo, Reza Akbarinia:
NACluster: A Non-supervised Clustering Algorithm for Matching Multi Catalogues. eScience Workshops 2014: 83-86 - 2013
- [j11]Naser Ayat, Reza Akbarinia, Hamideh Afsarmanesh, Patrick Valduriez:
Entity resolution for distributed probabilistic data. Distributed Parallel Databases 31(4): 509-542 (2013) - [j10]Reza Akbarinia, Patrick Valduriez, Guillaume Verger:
Efficient Evaluation of SUM Queries over Probabilistic Data. IEEE Trans. Knowl. Data Eng. 25(4): 764-775 (2013) - [j9]William Kokou Dedzoe, Philippe Lamarre, Reza Akbarinia, Patrick Valduriez:
As-Soon-As-Possible Top-k Query Processing in P2P Systems. Trans. Large Scale Data Knowl. Centered Syst. 9: 1-27 (2013) - [j8]Miguel Liroz-Gistau, Reza Akbarinia, Esther Pacitti, Fábio Porto, Patrick Valduriez:
Dynamic Workload-Based Partitioning Algorithms for Continuously Growing Databases. Trans. Large Scale Data Knowl. Centered Syst. 12: 105-128 (2013) - [c20]Miguel Liroz-Gistau, Reza Akbarinia, Divyakant Agrawal, Esther Pacitti, Patrick Valduriez:
Data Partitioning for Minimizing Transferred Data in MapReduce. Globe 2013: 1-12 - [c19]Reza Akbarinia, Florent Masseglia:
Fast and Exact Mining of Probabilistic Data Streams. ECML/PKDD (1) 2013: 493-508 - [i2]Xavier Martinez-Palau, David Dominguez-Sal, Reza Akbarinia, Patrick Valduriez, Josep Lluís Larriba-Pey:
On Demand Memory Specialization for Distributed Graph Databases. CoRR abs/1310.4802 (2013) - 2012
- [b1]Esther Pacitti, Reza Akbarinia, Manal El Dick:
P2P Techniques for Decentralized Applications. Synthesis Lectures on Data Management, Morgan & Claypool Publishers 2012, ISBN 978-3-031-00760-6 - [c18]Naser Ayat, Hamideh Afsarmanesh, Reza Akbarinia, Patrick Valduriez:
Pay-As-You-Go Data Integration Using Functional Dependencies. CD-ARES 2012: 375-389 - [c17]Miguel Liroz-Gistau, Reza Akbarinia, Esther Pacitti, Fábio Porto, Patrick Valduriez:
Dynamic Workload-Based Partitioning for Large-Scale Databases. DEXA (2) 2012: 183-190 - [c16]Naser Ayat, Hamideh Afsarmanesh, Reza Akbarinia, Patrick Valduriez:
An Uncertain Data Integration System. OTM Conferences (2) 2012: 825-842 - 2011
- [j7]Manal El Dick, Esther Pacitti, Reza Akbarinia, Bettina Kemme:
Building a peer-to-peer content distribution network with high performance, scalability and robustness. Inf. Syst. 36(2): 222-247 (2011) - [j6]Reza Akbarinia, Esther Pacitti, Patrick Valduriez:
Best position algorithms for efficient top-k query processing. Inf. Syst. 36(6): 973-989 (2011) - [j5]Reza Akbarinia, Mounir Tlili, Esther Pacitti, Patrick Valduriez, Alexandre A. B. Lima:
Replication in DHTs Using Dynamic Groups. Trans. Large Scale Data Knowl. Centered Syst. 3: 1-19 (2011) - [c15]William Kokou Dedzoe, Philippe Lamarre, Reza Akbarinia, Patrick Valduriez:
Efficient Early Top-k Query Processing in Overloaded P2P Systems. DEXA (1) 2011: 140-155 - 2010
- [c14]Mounir Tlili, Reza Akbarinia, Esther Pacitti, Patrick Valduriez:
Scalable P2P Reconciliation Infrastructure for Collaborative Text Editing. DBKDA 2010: 155-164 - [c13]Reza Akbarinia, Mounir Tlili, Esther Pacitti, Patrick Valduriez, Alexandre A. B. Lima:
Continuous Timestamping for Efficient Replication Management in DHTs. Globe 2010: 38-49 - [c12]William Kokou Dedzoe, Philippe Lamarre, Reza Akbarinia, Patrick Valduriez:
ASAP Top-k Query Processing in Unstructured P2P Systems. Peer-to-Peer Computing 2010: 1-10
2000 – 2009
- 2009
- [j4]Wenceslao Palma, Reza Akbarinia, Esther Pacitti, Patrick Valduriez:
DHTJoin: processing continuous join queries using DHT networks. Distributed Parallel Databases 26(2-3): 291-317 (2009) - [c11]Wenceslao Palma, Reza Akbarinia, Esther Pacitti, Patrick Valduriez:
Distributed processing of continuous join queries using DHT networks. EDBT/ICDT Workshops 2009: 34-41 - [i1]Reza Akbarinia, Esther Pacitti, Patrick Valduriez:
Reducing Network Traffic in Unstructured P2P Systems Using Top-k Queries. CoRR abs/0909.2623 (2009) - 2008
- [j3]Mounir Tlili, William Kokou Dedzoe, Esther Pacitti, Patrick Valduriez, Reza Akbarinia, Pascal Molli, Gérôme Canals, Stéphane Laurière:
P2P logging and timestamping for reconciliation. Proc. VLDB Endow. 1(2): 1420-1423 (2008) - [c10]Wenceslao Palma, Reza Akbarinia, Esther Pacitti, Patrick Valduriez:
Efficient Processing of Continuous Join Queries Using Distributed Hash Tables. Euro-Par 2008: 632-641 - [c9]Mounir Tlili, William Kokou Dedzoé, Esther Pacitti, Patrick Valduriez, Reza Akbarinia, Ludovic Dubost, Sergiu Dumitriu, Stéphane Laurière, Gérôme Canals, Pascal Molli, Julien Maire:
P2P logging and timestamping for XWiki. NOTERE 2008: 25:1-25:4 - [c8]Mounir Tlili, William Kokou Dedzoe, Esther Pacitti, Patrick Valduriez, Reza Akbarinia, Pascal Molli, Gérôme Canals, Julien Maire, Gérald Oster, Ludovic Dubost, Sergiu Dumitriu, Stéphane Laurière, Fabio Mancinelli:
XWiki concerto: a P2P wiki for nomadic workers. Int. Sym. Wikis 2008 - 2007
- [j2]Reza Akbarinia, Vidal Martins:
Data Management in the APPA System. J. Grid Comput. 5(3): 303-317 (2007) - [c7]Reza Akbarinia, Esther Pacitti, Patrick Valduriez:
Supporting Data Currency in Replicated DHTs using a Key-based Timestamping Service. BDA 2007 - [c6]Reza Akbarinia, Esther Pacitti, Patrick Valduriez:
Processing Top-k Queries in Distributed Hash Tables. Euro-Par 2007: 489-502 - [c5]Reza Akbarinia, Esther Pacitti, Patrick Valduriez:
Data currency in replicated DHTs. SIGMOD Conference 2007: 211-222 - [c4]Reza Akbarinia, Esther Pacitti, Patrick Valduriez:
Best Position Algorithms for Top-k Queries. VLDB 2007: 495-506 - 2006
- [j1]Reza Akbarinia, Esther Pacitti, Patrick Valduriez:
Reducing network traffic in unstructured P2P systems using Top-k queries. Distributed Parallel Databases 19(2-3): 67-86 (2006) - [c3]Reza Akbarinia, Esther Pacitti, Patrick Valduriez:
An Efficient Mechanism for Processing Top-k Queries in DHTs. BDA 2006 - [c2]Vidal Martins, Reza Akbarinia, Esther Pacitti, Patrick Valduriez:
Reconciliation in the APPA P2P System. ICPADS (1) 2006: 401-410 - [c1]Reza Akbarinia, Vidal Martins, Esther Pacitti, Patrick Valduriez:
Top-k Query Processing in the APPA P2P System. VECPAR 2006: 158-171
Coauthor Index
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