J. Dongarra, D. Laforenza, S. Orlando (Eds.).
Recent Advances in Parallel Virtual Machine and Message Passing Interface:
10th European PVM/MPI Users' Group Meeting, Venice, Italy, September 29 - October 2, 2003. Proceedings.LNCS 2840, Springer-Verlag.
S. Orlando, D. Laforenza. Selected Papers from the EUROPVM/MPI 2003 Conference, Venice, Italy, 29 September-2 October 2003.
International Journal of High Performance Computing Applications, Spring 2005, Volume 19, No. 1, Sage Publications.
D. B. Skillicorn, A. Hameurlain, P. Watson, S. Orlando. Topic 5: Parallel and Distributed
Databases, Data Mining and Knowledge Discovery. Euro-Par 2004, pp. 346, LNCS 3149, Springer.
Rizos Sakellariou, Salvatore Orlando, Josep-Lluis Larriba-Pey, Srinivasan Parthasarathy, Demetrios Zeinalipour-Yazti. Parallel and Distributed Data Management. Euro-Par 2010: pp. 316, LNCS 6271/2010, Springer
Salvatore Orlando, Gabriel Antoniu, Amol Ghoting, María S. Pérez-Hernández. Introduction to Topic 5: Parallel and Distributed Data Management. Euro-Par 2011: pp. 351-352, LNCS 6852/2011, Springer.
G.M. Di Nunzio, F.M. Nardini, S. Orlando:
Proceedings of the 7th Italian Information Retrieval Workshop, Venezia, Italy, May 30-31, 2016.
CEUR Workshop Proceedings 1653, CEUR-WS.org 2016
"A Methodology for the Development and the Support of Massively
Parallel Programs", Future Generation Computer Systems, vol. 8, pp. 205-220, 1992
(with M. Danelutto, R. Di Meglio, S. Pelagatti, M. Vanneschi), also published
as selected paper in Programming Languages for Parallel Processing,
D.B.Skillicorn and D.Talia Ed., IEEE Computer Society Press, 1995.
"SUPPLE: an Efficient Run-Time Support for Non-Uniform Parallel Loops",
Journal of Systems Architecture,
Special Issue on New Trends in Programming and Execution
Models for Parallel Architectures, Heterogeneously Distributed Systems and
Mobile Computing, Elsevier Science
publisher, (45)15 (1999) pp. 1323-1343 (with R.Perego).
"Mixed Data and Task Parallelism with HPF and PVM" ,
CLUSTER COMPUTING: The Journal of Networks, Software and Applications
, Kluwer, Vol. 3, No. 3
September 2000, pp. 201-213
(with P. Palmerini and R. Perego).
"Bringing instruments into a Grid: An empiric approach". WSEAS Transactions on Computers, Volume 6, Issue 1, January 2007, Pages 153-159. ISSN 11092750 (with F. Lelli, G. Maron, S. Pinter).
"Visual Mobility Analysis using T-Warehouse" International Journal of Data Warehousing and Mining. Volume 7, Number 1, Pages 1--27, ISSN: 1548-3924 (with A. Raffaetà, L. Leonardi, G. Marketos, G. Andrienko, N. Andrienko, E. Frentzos, N. Giatrakos, S. Orlando, N. Pelekis, A. Roncato).
"Similarity Caching in Large-Scale Image Retrieval". Information Processing & Management, ISSN: 0306-4573, Elsevier, 48 (5), 2012, pp. 645-658, IF=1.783, 2012. (F. Falchi, Lucchese, R. Perego, F. Rabitti).
L. Leonardi, S. Orlando, A. Raffaetà, A. Roncato, C. Silvestri, G. Andrienko, and N. Andrienko. "A general framework for trajectory data warehousing and visual OLAP", Geoinformatica, April 2014, Volume 18, Issue 2, pp. 273-312, Springer, ISSN: 1384-6175, DOI: 10.1007/s10707-013-0181-3.
C. Lucchese, S. Orlando, and R. Perego. "A unifying framework for mining approximate top-k binary patterns". IEEE Transactions on Knowledge and Data Engineering (TKDE), 26(12): 2900- 2913 (2014).
Stefano Calzavara, Gabriele Tolomei, Andrea Casini, Michele Bugliesi, Salvatore Orlando. "A Supervised Learning Approach to Protect Client Authentication on the Web". ACM TWEB - Transactions on the Web, 9(3): 15 (2015).
Francesco Lettich, Luis Otávio Alvares, Vania Bogorny, Salvatore Orlando, Alessandra Raffaetà, Claudio Silvestri.
"Detecting avoidance behaviors between moving object trajectories". Data Knowl. Eng., 102: 22-41 (2016)
G. Capannini, C. Lucchese, F.M. Nardini, S. Orlando, R. Perego, N. Tonellotto.
Quality versus efficiency in document scoring with learning-to-rank models.
INFORMATION PROCESSING & MANAGEMENT, Elsevier, ISSN:0306-4573, Volume 52, Issue 6, November 2016, Pages 1161-1177.
D. Dato, C. Lucchese, F.M. Nardini, S. Orlando, R. Perego, N. Tonellotto, and R. Venturini.
Fast ranking with additive ensembles of oblivious and non-oblivious regression trees. ACM TOIS - Transactions on Information Systems,
ISSN: 1046-8188, 35(2), pag. 15:1-15:31 (2016)
Francesco Lettich, Salvatore Orlando, Claudio Silvestri, and Christian S. Jensen.
"Manycore GPU processing of repeated range queries over streams of moving objects observations"
Concurrency and Computation: Practice and Experience,
Wiley, (ISSN 1532-0626), Volume 29, Issue 4, 25 February 2017.
S. Trani, C. Lucchese, R. Perego, D.E. Losada, D. Ceccarelli, S. Orlando.
SEL: A unified algorithm for salient entity linking.
COMPUTATIONAL INTELLIGENCE, Wiley, vol. 34, pp. 2-29 (ISSN 0824-7935).
C. Lucchese, F.M. Nardini, S. Orlando, R. Perego, F. Silvestri, S. Trani.
X-CLEAVER: Learning Ranking Ensembles by Growing and Pruning Trees.
ACM Transactions on Intelligent Systems and Technology (TIST) (ISSN:2157-6904), 9(6): 62:1-62:26 (2018).
F. Lettich, C. Lucchese, F. M. Nardini, S. Orlando, R. Perego, N. Tonellotto, and R. Venturini.
Parallel traversal of large ensembles of decision trees.
IEEE Transactions on Parallel and Distributed Systems (TPDS), 10.1109/TPDS.2018.2860982, To appear, 2019.
M. Pourvali, S. Orlando.
Enriching Documents by Linking Salient Entities and Lexical-Semantic Expansion in JOURNAL OF INTELLIGENT SYSTEMS (ISSN 0334-1860)
DOI: https://doi.org/10.1515/jisys-2018-0098, to appear, 2019.
M. Pourvali, S. Orlando, H. Omidvarborna.
Topic Models and Fusion Methods: a Union to Improve Text Clustering and Cluster Labeling. IJIMAI 5(4): 28-34 (2019)
E. Merico, M. Conte, F.M. Grasso, D. Cesari, A. Gambaro, A., E. Morabito, E. Gregoris, S. Orlando, A. Alebic,
Juretic, V. Zubak, B. Mifka, D. Contini.
Comparison of the impact of ships to size-segregated particle concentrations in two harbour cities of northern Adriatic Sea.
ENVIRONMENTAL POLLUTION, pp. 115175 (ISSN 0269-7491), 2020
S. Calzavara, C. Lucchese,
G. Tolomei, S.A. Abebe, S. Orlando: TREANT: Training Evasion-Aware Decision Trees.
Data Mining and Knowledge Discovery (DAMI), Springer, 34, pages 1390-1420 (2020).
Papers in Proceedings of International Conferences and Workshops
"Strategies for a Massively Parallel
Implementation of Simulated Annealing", in Proceedings of Int.
Conf. PARLE '89, Eindhoven, The Netherlands, LNCS 366 Spinger-Verlag,
pp. 273-287 (with F.Baiardi).
"Synchronous Execution Models for Massively Parallel Systems",
in Proceedings of the Int. Workshop on Supercomputing Tools
for Science and Engineering", Pisa, Italy, Franco Angeli,
pp. 177-185, 1989 (with F.Baiardi).
"A Synchronous Model for Static Optimization of
Multicomputer Programs", in Proceedings of the IFIP WG 10.3
Workshop on Programming Environments for Parallel Computing",
Edinburg, Scotland, pp. 193-214", Elsevier, 1992 (with M. Vanneschi).
"Efficient Compilation of Structured Parallel
Programs for Distributed Memory MIMD Machines", in Proceedings
of Int. Conf. ParCo93 - Parallel Computing 93", Grenoble,
France, 1993 (with B. Bacci, M. Danelutto, S. Pelagatti, M. Vanneschi).
"Parallel Programming Models Based on the Restricted Computation
Structure Approach", in Proc. of the ERCIM PPN Workshop on
Parallel Processing Network, Heraclion, Crete, Greece,
pp. 94-148, ICS-FORTH Publ (with M. Danelutto, S. Pelagatti, M. Vanneschi).
"Unbalanced Computations onto a Transputer Grid", in Proc. of the 1994
Transputer Research and Application Conference", Oct. 1994", pp. 268-282,
Athens, Georgia, USA (with B. Bacci, M. Danelutto, S. Pelagatti, M. Vanneschi).
"Summarizing an Experiment in Parallel Language Design", in Proc. of
High-Performance Computing and Networking, LNCS 919 - Springer-Verlag - Pag.
7-13, 1995 (with B. Bacci, M. Danelutto, S. Pelagatti, M. Vanneschi).
"A Coordination Layer for Exploiting Task Parallelism with HPF.",
in Proceedings of the Fourth
ACM Workshop on Languages, Compilers, and Run-time Systems for
Scalable Computers (LCR98), Carnegie
Mellon University, Pittsburgh, PA, USA, May 28-30, 1998.
LNCS 1511 - Springer Verlag - pp. 386-393 (with R. Perego).
"Coordinating HPF programs to mix task and data parallelism.",
Proceedings of the 2000 ACM Symposium on Applied Computing
(SAC'2000) - Special
Track on Coordination Models, Languages and Application,
Villa Olmo, Como, Italy,
March 19-21, 2000
(with P. Palmerini and R. Perego).
"Integrating Task and Data Parallelism with taskHPF.",
Proceedings of PDPTA'2000 - 2000 International Conference on
Parallel and Distributed Processing Techniques and Applications,
Las Vegas, Nevada, USA, June 26-29, 2000
(with S. Ciarpaglini, L. Folchi, S. Pelagatti, and R. Perego).
"Integrating HPF in a Skeleton Based Parallel Language."
Proceedings of the 9th Euromicro
Workshop on Parallel and Distributed Processing, PDP2001, IEEE Press,
pp. 195-205, Mantova,
Italy February 7th-9th, 2001 (with C. Gennaro and R. Perego).
"Enhancing the Apriori Algorithm for Frequent Set Counting".
Proceedings of 3rd International Conference on
Data Warehousing and Knowledge Discovery (DaWaK 2001) ,
September 5-7, 2001, Munich, Germany, Lecture Notes
In Computer Science, Springer, 2001.
"CCSM: an Efficient Algorithm for Constrained Sequence
Mining". Proceedings of the 6th International Workshop on High
Performance Data Mining: Pervasive and Data Stream Mining, in
conjunction with Third International SIAM Conference on Data Mining,
May 1-3, 2003, San Francisco, CA. (with R. Perego, C. Silvestri)
"kDCI: a Multi-Strategy Algorithm for Mining Frequent Sets".
Proceedings of the Workshop on Frequent Itemset Mining Implementations
(FIMI'03), in conjunction with ICDM'03. 19 November 2003, Melbourne,
Florida, USA (with C. Lucchese, P. Palmerini, R. Perego, F. Silvestri).
"Statistical Properties of Transactional Databases".
Proceedings of the 2004 ACM Symposium on Applied Computing, SAC 2004,
special track on Data Mining, March 14-17, 2004, Nicosia, Cyprus (with
Palmerini, R. Perego).
"A new algorithm for gap constrained sequence mining".
Proceedings of the 2004 ACM Symposium on Applied Computing, SAC 2004,
special track on Data Mining, March 14-17, 2004, Nicosia, Cyprus (with
C. Silvestri, R. Perego).
"Assigning Document Identifiers to Enhance Compressibility
of Web Indexes". Proceedings of the 2004 ACM Symposium on Applied
Computing, SAC 2004, special track on Data Mining, March 14-17, 2004,
Nicosia, Cyprus (with F. Silvestri, R. Perego).
"Distributed association mining: an approximate method".
Proceedings of the 7th Int. Workshop on High Performance Distributed
Mining (HPDM'04), in conjunction with 4th International SIAM Conference
on Data Mining, Orlando, Florida (with C. Silvestri).
"WINGS: a Parallel Indexer for Web Contents". Proc. of
International Conference on Computational Science 2004 (ICCS'04) -
Krakov, Poland. LNCS, Springer (with F. Silvestri, R. Perego).
"A Search Architecture for Grid Software Components".
Proc. of the 2004 IEEE/WIC/ACM Int. Conf. on Web Intelligence (WI 2004). Bejing, China.
September 20-24, 2004. pp. 495-498. (with D. Puppin, F. Silvestri, D. Laforenza).
"DCI_Closed: A Fast and Memory Efficient Algorithm to Mine Frequent Closed Itemsets", Proceedings of the Workshop on Frequent Itemset Mining Implementations
(FIMI'04), in conjunction with ICDM'04,
November 1-4, 2004. Brighton, UK
(with C. Lucchese, R. Perego).
"Distributed Approximate Mining of
Frequent Patterns ". Proceedings of the 2005 ACM Symposium on Applied
Computing, SAC 2005, special track on Data Mining (with C. Silvestri).
"Distributed Mining of Frequent Closed Itemsets: Some Preliminary Results".
In Proceedings of the 8th International Workshop on
High Performance and Distributed Mining (HPDM '05),
in conjunction with SIAM '05.
April 23, 2005. Newport Beach, California, USA
(with C. Lucchese, R. Perego).
"A Privacy Preserving Web Recommender System". In Proceedings of The 21th Annual ACM Symposium on Applied Computing (SAC '06), pp. 559-563, 2006. (with R. Baraglia, C. Lucchese, M. Serranò, F. Silvestri).
"CONQUEST: a Constraint-based Querying System for Exploratory Pattern Discovery". ICDE 2006, Demo paper, pp. 159. (with F. Bonchi, F. Giannotti, C. Lucchese, R. Perego, R. Trasarti).
"Instrument Element: A New Grid component that Enables the Control of Remote Instrumentation". 6th IEEE Int. Symposium on Cluster Computing and the Grid Workshops (CCGRIDW'06) - Workshop on Grid Testbeds, 2006 (with E. Frizziero, M. Gulmini, F. Lelli, G. Maron, A. Oh, A. Petrucci, S. Squizzato, S. Traldi).
"Improving the Performance of XML Based Technologies by Caching and Reusing Information".
IEEE International Conference on Web Services (ICWS 2006), pp. 689 - 700 (with G. Maron, F. Lelli).
"Approximate Aggregations in Trajectory Data Warehouses", ICDE Workshop on Spatio-Temporal Data Mining 2007 (STDM07), IEEE (with F. Braz, R. Orsini, A. Raffaetà, A. Roncato, C. Silvestri) .
"Mining Query Logs to Optimize Index Partitioning in Parallel Web Search
Enginesi".
Proc. of 2nd Int. Conf. on Scalable Information Systems (INFOSCALE'07), 2007
(with C. Lucchese, R. Perego, F.Silvestri).
"Spatio-Temporal Aggregations in Trajectory Data Warehouses", 9th International Conference on Data Warehousing and Knowledge Discovery (DaWaK '07), LNCS 4654, Springer, 2007, pp. 66-77 (with R. Orsini, A. Raffaetà, A. Roncato, C. Silvestri) .
"Parallel Mining of Frequent Closed Patterns: Harnessing Modern Computer Architectures",
In Proc. of the IEEE Int.l Conf. on Data Mining 2007 (ICDM 07). pages 242-251.
(with C. Lucchese, R. Perego).
"Nine months in the life of EGEE: a look from the South". 15th IEEE International Symposium on Modeling, Analysis, and Simulation of Computer and Telecommunication Systems (MASCOTS 2007), October 24-26, 2007, Istanbul, Turkey. pages 281-287.
(with G. Da Costa, M. D. Dikaiakos).
"Client Side Estimation of a Remote Service Execution". 15th IEEE International Symposium on Modeling, Analysis, and Simulation of Computer and Telecommunication Systems (MASCOTS 2007), October 24-26, 2007, Istanbul, Turkey. (with F. Lelli, G. Maron).
"MRoute: A Peer-to-Peer Routing Index for Similarity Search in Metric Spaces". In Proc. of the 5th International Workshop on Databases, Information Systems and Peer-to-Peer Computing (DBISP2P 2007). September 2007. To appear. (with C. Gennaro, M. Mordacchini, F. Rabitti).
"Processing Complex Similarity Queries in Peer-to-Peer Networks".
Proceedings of the 2008 ACM Symposium on Applied Computing
(SAC'2008) - Track on "Engineering Large-Scale Distributed Systems", pages 473-478
(with C. Gennaro, M. Mordacchini, F. Rabitti)
"Multi-set DHT for interval queries on dynamic data." First International Conference on Data Management in Grid and P2P Systems
(Globe) 2008, pages 93-104, LNCS 5187,
Springer, ISSN 0302-9743
(with G. Da Costa, M. D. Dikaiakos).
"Mining@home: Public Resource Computing for Distributed Data Mining", CoreGRID Symposium 2008, Springer (with D. Barbalace, C. Lucchese, C. Mastroianni, D. Talia).
"(Query) History Teaches Everything, Including the Future". Paper invited to LA-Web 2008, pp. 12-22, IEEE CS press, October 28th-30th, Vila Velha, Espírito Santo, Brazil, 2008 (with F.Silvestri, R. Baraglia, C. Lucchese, R. Perego).
"A metric cache for similarity search". Proc. of the 2008 ACM CIKM workshop on Large-Scale distributed systems for information retrieval (LSDS-IR) 2008, pages 43-50, ACM (with F. Falchi, C. Lucchese, R. Perego, F. Rabitti)
"Frequent Spatio-Temporal Patterns in Trajectory Data Warehouses".
In Proc. of the 2009 ACM Symposium on Applied Computing (SAC '09), special track on Data Mining, pages 1433-1440, 2009 (with L. Leonardi, A. Raffaetà, A. Roncato, C. Silvestri).
"Caching Content-based Queries for Robust and Efficient Image Retrieval". Proc. of 12th Int.l Conf. on Extending Database Technologies (EDBT 2009), pages 780-790, 2009, ACM
(with F. Falchi, C. Lucchese, R. Perego, F. Rabitti)
"Challenges in Designing an Interest-based Distributed Aggregation of Users in P2P Systems", Int.l Conf. on Ultra Modern Telecommunications 2009
(with M. Mordacchini, P. Dazzi, G. Tolomei, R. Baraglia, F. Silvestri).
"T-Warehouse: Visual OLAP Analysis on Trajectory Data".
Proc. of ACM ICDE 2010, Demo paper, pp. 1141-1144. (with L. Leonardi, G. Marketos, E. Frentzos, N. Giatrakos, N. Pelekis, A. Raffaetà, A. Roncato, C. Silvestri. Y. Theodoridis)
"Generative Pattern Model for Mining Binary Datasets". In
Proc. of the 2010 ACM Symposium on Applied Computing (SAC '10), Track on Data Mining, pp. 1109-1110 (with C. Lucchese, R. Perego)
"Mining Top-K Patterns from Binary Datasets in presence of Noise",
In Proc. of the 10th SIAM Int.l Conf. on Data Mining (SDM'10), April 2010, pp. 165-176 (with C. Lucchese, R. Perego)
"Towards a task-based search and recommender systems". Workshops Proceedings of the 26th International Conference on Data Engineering, ICDE 2010, March 1-6, 2010, Long Beach, California, USA, IEEE, pp. 333-336 (with G. Tolomei, F. Silvestri).
A. Triossi, S. Orlando, A. Raffaetà, F. Raiser, and T. Frühwirth. "Constraint-based hardware synthesis". Proc. of 24th Workshop on (Constraint) Logic Programming, 2010.
D. Ceccarelli, C. Lucchese, S. Orlando, R. Perego, F. Silvestri. "Caching query-biased snippets for efficient retrieval". Proc. of 14th Int.l Conf. on Extending Database Technologies (EDBT 2011), Upsala. Sweden, March 22-24, 2011, pp. 93-104AS.
C. Silvestri and S. Orlando. "gpuDCI: Exploiting GPUs in Frequent Itemset Mining". 20th Euromicro International Conference on Parallel, Distributed and Network-based Processing (PDP 2012), pages 416-425,
ISBN: 978-0-7695-4633-9 (with C. Silvestri)
A. Triossi, S. Orlando, A. Raffaetà, and T. Frühwirth. "Compiling CHR to Parallel Hardware." 14th Int.l Symposium on
Principles and Practice of Declarative Programming (PPDP 2012), pp. 173-184, ACM.
D. Broccolo, C. Macdonald, S. Orlando, I. Ounis, R. Perego, F. Silvestri, N. Tonellotto.
"Query Processing in Highly-Loaded Search Engines". Proc. of SPIRE 2013. Springer Lecture Notes in Computer Science, ISBN 978-3-319-02431-8,
Short Paper. pp. 49-55.
C. Silvestri, F. Lettich, S. Orlando, C. S. Jensen: GPU-Based Computing of Repeated Range Queries over Moving Objects. PDP 2014, 640-647.
S. Calzavara, G. Tolomei, M. Bugliesi, S. Orlando: Quite a mess in my cookie jar!: leveraging machine learning to protect web authentication. WWW 2014, 189-200
Diego Ceccarelli, Claudio Lucchese, Salvatore Orlando, Raffaele Perego, Salvatore Trani. "Dexter 2.0 - an Open Source Tool for Semantically Enriching Data". International Semantic Web Conference (Posters & Demos) 2014: 417-420.
Salvatore Trani, Diego Ceccarelli, Claudio Lucchese, Salvatore Orlando, Raffaele Perego. "Manual Annotation of Semi-Structured Documents for Entity-Linking". ACM CIKM 2014: 2075-2077 (Demo paper).
Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Nicola Tonellotto. "Speeding up Document Ranking with Rank-based Features". The 38th Annual ACM SIGIR Conference (SIGIR 2015), Short paper, pages 895-898, ACM, 2015.
Francesco Lettich, Salvatore Orlando and Claudio Silvestri.
"Processing streams of spatial k-NN queries and position updates on manycore GPUs", Proc. of ACM SIGSPATIAL GIS, 2015: 26:1-26:10.
Mohsen Pourvali, Salvatore Orlando, Mehrad Gharagozloo.
"Improving Clustering Quality by Automatic Text Summarization". AIRS 2015: 292-303.
Mauro Coletto, Claudio Lucchese, Salvatore Orlando, and Raffaele Perego. "Polarized user and topic tracking in twitter". In ACM SIGIR '16, 2016: 945-948 (short).
Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando,
Raffaele Perego, Nicola Tonellotto, Rossano Venturini. "Exploiting CPU SIMD Extensions to Speed-up Document Scoring with Tree Ensembles".
In SIGIR '16, 2016: 833-836 (short).
Claudio Lucchese, Franco Maria Nardini, Raffaele Perego, Salvatore Orlando, Fabrizio Silvestri, Salvatore Trani.
"Post-Learning Optimization of Tree Ensembles for Efficient Ranking". In SIGIR '16, 2016.
C.L. Rocha, I.R. Brilhante, F. Lettich, J.A.F. de Macedo, A. Raffaetà, R.M. de Castro Andrade, S. Orlando. TPRED: a Spatio-Temporal Location Predictor Framework. 20th International Database Engineering & Applications Symposium, IDEAS 2016, ACM, pp. 34-42.
Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Gabriele Tolomei. Learning to Rank User Queries to Detect Search Tasks. ACM on International Conference on the Theory of Information Retrieval, ICTIR 2016: 157-166
Salvatore Trani, Diego Ceccarelli, Claudio Lucchese, Salvatore Orlando, Raffaele Perego. SEL: A Unified Algorithm for Entity Linking and Saliency Detection. ACM Symposium on Document Engineering, DocEng 2016: 85-94, Best Studente Paper!.
C. Lucchese, S. Orlando, R. Perego. Evaluating Top-K Approximate Patterns via Text Clustering. DaWaK 2016: 114-127, LNCS 9829, Springer 2016.
F. Lettich, C. Lucchese, F.M. Nardini, S. Orlando, R. Perego, N. Tonellotto, R. Venturini:
Multicore/Manycore Parallel Traversal of Large Forests of Regression Trees. HPCS 2017: 915
C. Lucchese, F.M. Nardini, S. Orlando, R. Perego, N. Tonellotto, R. Venturini:
QuickScorer: Efficient Traversal of Large Ensembles of Decision Trees. ECML/PKDD (3) 2017: 383-387
C. Lucchese, F.M. Nardini, S. Orlando, R. Perego, S. Trani:
X-DART: Blending Dropout and Pruning for Efficient Learning to Rank. SIGIR 2017: 1077-1080
F. Lettich, C. Lucchese, F.M. Nardini, S. Orlando, R. Perego, N. Tonellotto, R. Venturini.
Multicore/Manycore Parallel Traversal of Large Forests of Regression Trees.
HPCS 2017: 915
M. Coletto, C. Lucchese, S. Orlando. Do violent people smile? Social Media analysis of their profile pictures.
WWW ’18 Companion, ACM, Workshop on Online Social Networks and Media: Network Properties and Dynamics -
co-located with The Web Conference (ISBN 978-1-4503-5640-4): 1465-1468
C. Lucchese, F.M. Nardini, R. Perego, S. Orlando, S. Trani.
Selective Gradient Boosting for Effective Learning to Rank.
SIGIR 2018: 155-164.
S. Assefa Abebe, C. Lucchese and S. Orlando EiFFFeL: Enforcing Fairness in Forests by Flipping Leaves ACM
SAC 2022. To appear.
Chapters in Books:
"A Methodology for the Development and Support of Massively Parallel
Programs",
In D.B. Skillicorn and D. Talia, editors, Programming Languages
for Parallel Processing ,
chapter 7, pages 319--334. IEEE Computer Society Press, 1994
(with M. Danelutto, R. Di Meglio, S. Pelagatti, and M. Vanneschi).
"Compile-time Parallelizing Techniques" ,
General Purpose Parallel Computers: Architectures,
Programming Environments, and Tools, Chap. 8, pp. 209-250,
Sept. 95, G. Balbo and M. Vanneschi Ed., ETS.
"La sicurezza nelle transazioni elettroniche",
In L. Pilotti ed., La comunicazione in rete per le PMI,
chapter 6, pages 183--206. Il Sole 24 Ore Libri, December, 1996.
"An environment for structured parallel programming",
In Grandinetti, Kowalick eds.,
Advances in High Performance Computing,
pages 219-234, Kluwer Academic Publishers, 1997
(with B. Bacci, B. Cantalupo, M. Danelutto,
D. Pasetto, S. Pelagatti, M. Vanneschi).
"HPC Application Execution on Grids".
In Getov, Laforenza, Reinefeld eds., Future Generation Grids, CoreGRID Series, Vol 3,
Springer, 2006. ISBN 0-387-27935-0.
(with R. Baraglia, M. Danelutto, T. Fagni, D. Laforenza, A. Paccosi, N. Tonellotto, M. Vanneschi, C. Zoccolo)
"On the Value of Query Logs for Modern Information Retrieval".
In A. Soro, G. Paddeu, G. Armano. Distributed Agent-based Retrieval Tools.
Polimetrica International Scientific Publisher, 2006
(with D. Laforenza, C. Lucchese, R. Perego, D. Puppin, F. Silvestri).
"Mining Frequent Closed Itemsets from Distributed repositories".
In D. Talia, A. Bilas, M. Dikaiakos. Knowledge and Data Management in Grids. vol. 3 of CoreGrid Series, Spinger, 2006
(with C. Lucchese, R. Perego, C. Silvestri).
"On Interactive Pattern Mining from Relational Databases".
Knowledge Discovery in Inductive Databases,
Revised Selected and Invited Papers. LNCS 4747, pp. 42--62, 2007, Springer
(with F. Bonchi, F. Giannotti, C. Lucchese, R. Perego, R. Trasarti).
"Warehousing and Mining Streams of Mobile
Object Observations". In Intelligent Techniques for Warehousing and Mining Sensor Network Data,
Alfredo Cuzzocrea eds., IGI Global publication, to appear.
"Preserving Privacy in Web Recommender Systems". Privacy Aware Knowledge Discovery: Novel Applications and New techniques, F. Bonchi and E. Ferrari eds., Taylor and Francis puplisher, to appear
(with R. Baraglia, C. Lucchese, R. Perego, F. Silvestri).
F.M. Nardini, S. Orlando, R. Perego, A. Raffaetà, C. Renso, C. Silvestri:
Analysing Trajectories of Mobile Users: From Data Warehouses to Recommender Systems.
in A Comprehensive Guide Through the Italian Database Research Over the Last 25 Years .
S. Flesca, S. Greco, E. Masciari, D. Saccà (Eds.), Springer, ISBN 978-3-319-61893-7, 2018: 407-421.
Papers in Proceedings of National Conferences and Workshops
"Un Modello per il Controllo di Transazioni Concorrenti in Ambiente
Distribuito", Atti del Congresso Annuale AICA", Trieste, pp. 71-84,
Ottobre 1989.
"Una metodologia di programmazione per macchine a
parallelismo massiccio - Applicazione al problema del Ray Tracing",
Atti del Workshop su Elaborazione Parallela: Ricerca ed Applicazioni",
pp. 139-156, Roma 1992 (with S. Antonelli, M. Danelutto,
R. Di Meglio, S. Pelagatti).
"Methodologies and tools for massively parallel
programming: the P3L approach",
Atti del Congresso Annuale AICA, Palermo, pp. 471-484, Settembre 1994
(with B. Bacci, M. Danelutto, S. Pelagatti, S. Orlando, M. Vanneschi).
"Supporting Parallel Programming with Distributed Artificial
Intelligence Techniques",
Atti del Congresso Annuale AICA, Palermo, pp. 441-448, Settembre 1994 (with
R. Bisiani
"Metodologia di programmazione parallela P3L:
un'applicazione a problemi di geometria computazionale", Atti del
Congresso Annuale AICA, Chia, pp. 221-229, Settembre 1995 (with
P. Criscione, R. Scopigno).
"Assigning Document Identifiers to Enhance Compressibility of Fulltext Indices". Proc. of the 12th Italian Symposium on Advanced Database Systems (SEBD 2004), pp. 222-229 (with R. Perego, F. Silvestri).
"On Interactive Pattern Mining from Relational Databases". Proc. of the 14th Italian Symposium on Advanced Database Systems (SEBD 2006), pp. 329-338, June 18-21, 2006, Portonovo, Italy (with F. Bonchi, F. Giannotti, C. Lucchese, R. Perego, R. Trasarti).
"Trajectory Data Warehouses: Design Issues and Use Cases".
Proc. of the 15th Italian Symposium on Advanced Database Systems (SEBD 2007),
pp. 208-219, June 17-20, 2007, Torre Canne - Fasano (BR)
(with R. Orsini, A. Raffaetà, A. Roncato, C. Silvestri).
"A Scalable Distributed Data Structure for Multi-Feature Similarity Search".
Proc. of the 16th Italian Symposium on Advanced Database Systems (SEBD 2008),
Mondello, Italy, 22-25, June 2008, pages 302-309
(with C. Gennaro, M. Mordacchini, F. Rabitti).
"Trajectory Data Warehouses: Storing and Aggregating Frequent ST Patterns".
Proc. of the 16th Italian Symposium on Advanced Database Systems (SEBD 2008),
Mondello, Italy, 22-25 June 2008, pages 179-190
(with A. Raffaetà, A. Roncato, C. Silvestri).
"Caching Algorithms for Similarity Search". Proc. of the 17th Italian Symposium on Advanced Database Systems (SEBD 2009), (with F. Falchi, C. Lucchese, R. Perego, Fausto Rabitti).
"Visual OLAP analysis on network constrained trajectories (Extended Abstract)", Proc. of the 18th Italian Symposium on Advanced Database Systems (SEBD 2010),
(with L. Leonardi, A. Raffaetà A. Roncato, C. Silvestri).
C. Silvestri, F. Lettich, S. Orlando, C. S. Jensen. "A wait-free output data structure for GPU-based streaming query processing". 23rd Italian Symposium on Advanced Database Systems (SEBD2015).
Gabriele Capannini, Domenico Dato, Claudio Lucchese, Monica Mori, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Nicola Tonellotto.
"QuickRank: a C++ Suite of Learning to Rank Algorithms". Proc. of the 6th Italian Information Retrieval Workshop (IIR), 2015.
Mauro Coletto, Claudio Lucchese, Salvatore Orlando, Raffaele Perego.
"Electoral Predictions with Twitter: A Machine-Learning approach". Proc. of the 6th Italian Information Retrieval Workshop (IIR), 2015.
"SYMPLE: a Synchronous Execution Models for
Massively Parallel Systems", Progetto Finalizzato Sistemi Informatici e
Calcolo Parallelo, C.N.R. - Sottoprogetto 3, TR 3/8, 1990
(with F. Baiardi).
"Compilers vs. Programmers: a New Methodology for Efficient Parallel
Computing", Progetto Finalizzato Sistemi Informatici e
Calcolo Parallelo, C.N.R. - Sottoprogetto 3, TR 3/103, 1992
(with B. Bacci, M. Danelutto, S. Pelagatti, M. Vanneschi).
"PSN, un simulatore programmabile di reti dirette",
Progetto Finalizzato Sistemi Informatici e
Calcolo Parallelo, C.N.R. - Sottoprogetto 8, TR 8/44, 1992
(with R. Perego, M. Sardo).