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ORCIDPaolo Ferragina
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- affiliation: University of Pisa, Italy
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2020 – today
- 2024
[j68]Andrea Somazzi
, Paolo Ferragina, Diego Garlaschelli:
On Nonlinear Compression Costs: When Shannon Meets Rényi. IEEE Access 12: 77750-77763 (2024)- [j67]Antonio Boffa, Paolo Ferragina, Francesco Tosoni, Giorgio Vinciguerra:
CoCo-trie: Data-aware compression and indexing of strings. Inf. Syst. 120: 102316 (2024) - [j66]Marco Costa, Paolo Ferragina, Giorgio Vinciguerra:
Grafite: Taming Adversarial Queries with Optimal Range Filters. Proc. ACM Manag. Data 2(1): 3:1-3:23 (2024) - 2023
- [j65]Paolo Ferragina, Marco Frasca, Giosuè Cataldo Marinò, Giorgio Vinciguerra:
On Nonlinear Learned String Indexing. IEEE Access 11: 74021-74034 (2023) - [c80]Paolo Ferragina, Hans-Peter Lehmann, Peter Sanders, Giorgio Vinciguerra:
Learned Monotone Minimal Perfect Hashing. ESA 2023: 46:1-46:17 - [c79]Paolo Ferragina, Mariagiovanna Rotundo, Giorgio Vinciguerra:
Engineering a Textbook Approach to Index Massive String Dictionaries. SPIRE 2023: 203-217 - [i17]Paolo Ferragina, Hans-Peter Lehmann, Peter Sanders, Giorgio Vinciguerra:
Learned Monotone Minimal Perfect Hashing. CoRR abs/2304.11012 (2023) - [i16]Andrea Somazzi, Paolo Ferragina, Diego Garlaschelli:
On nonlinear compression costs: when Shannon meets Rényi. CoRR abs/2310.18419 (2023) - [i15]Marco Costa, Paolo Ferragina, Giorgio Vinciguerra:
Grafite: Taming Adversarial Queries with Optimal Range Filters. CoRR abs/2311.15380 (2023) - 2022
- [j64]Paolo Ferragina, Giovanni Manzini, Giorgio Vinciguerra:
Compressing and Querying Integer Dictionaries Under Linearities and Repetitions. IEEE Access 10: 118831-118848 (2022) - [j63]Alessandro Muscolino, Antonio Di Maria, Rosaria Valentina Rapicavoli, Salvatore Alaimo, Lorenzo Bellomo, Fabrizio Billeci, Stefano Borzì, Paolo Ferragina, Alfredo Ferro, Alfredo Pulvirenti:
NETME: on-the-fly knowledge network construction from biomedical literature. Appl. Netw. Sci. 7(1): 1-24 (2022) - [j62]Paolo Ferragina, Giovanni Manzini, Travis Gagie, Dominik Köppl, Gonzalo Navarro, Manuel Striani, Francesco Tosoni:
Improving Matrix-vector Multiplication via Lossless Grammar-Compressed Matrices. Proc. VLDB Endow. 15(10): 2175-2187 (2022) - [j61]Antonio Boffa, Paolo Ferragina, Giorgio Vinciguerra:
A Learned Approach to Design Compressed Rank/Select Data Structures. ACM Trans. Algorithms 18(3): 24:1-24:28 (2022) - [j60]Francesco Tosoni, Paolo Ferragina, Andrea Marino, Giovanni Resta, Paolo Santi:
Locality Filtering for Efficient Ride Sharing Platforms. IEEE Trans. Intell. Transp. Syst. 23(7): 7785-7804 (2022) - [c78]Antonio Boffa, Paolo Ferragina, Francesco Tosoni, Giorgio Vinciguerra:
Compressed String Dictionaries via Data-Aware Subtrie Compaction. SPIRE 2022: 233-249 - [i14]Paolo Ferragina, Travis Gagie, Dominik Köppl, Giovanni Manzini, Gonzalo Navarro, Manuel Striani, Francesco Tosoni:
Improving Matrix-vector Multiplication via Lossless Grammar-Compressed Matrices. CoRR abs/2203.14540 (2022) - 2021
- [j59]Mirco Nanni, Gennady L. Andrienko, Albert-László Barabási, Chiara Boldrini, Francesco Bonchi, Ciro Cattuto, Francesca Chiaromonte, Giovanni Comandè, Marco Conti, Mark Coté, Frank Dignum, Virginia Dignum, Josep Domingo-Ferrer, Paolo Ferragina, Fosca Giannotti, Riccardo Guidotti, Dirk Helbing, Kimmo Kaski, János Kertész, Sune Lehmann, Bruno Lepri, Paul Lukowicz, Stan Matwin, David Megías Jiménez, Anna Monreale, Katharina Morik, Nuria Oliver, Andrea Passarella, Andrea Passerini, Dino Pedreschi, Alex Pentland, Fabio Pianesi, Francesca Pratesi, Salvatore Rinzivillo, Salvatore Ruggieri, Arno Siebes, Vicenç Torra, Roberto Trasarti, Jeroen van den Hoven, Alessandro Vespignani:
Give more data, awareness and control to individual citizens, and they will help COVID-19 containment. Ethics Inf. Technol. 23(S1): 1-6 (2021) - [j58]Paolo Ferragina, Fabrizio Lillo, Giorgio Vinciguerra:
On the performance of learned data structures. Theor. Comput. Sci. 871: 107-120 (2021) - [c77]Antonio Boffa, Paolo Ferragina, Giorgio Vinciguerra:
A "Learned" Approach to Quicken and Compress Rank/Select Dictionaries. ALENEX 2021: 46-59 - [c76]Paolo Ferragina, Giovanni Manzini, Giorgio Vinciguerra:
Repetition- and Linearity-Aware Rank/Select Dictionaries. ISAAC 2021: 64:1-64:16 - [c75]Marco Ponza, Diego Ceccarelli, Paolo Ferragina, Edgar Meij, Sambhav Kothari:
Contextualizing Trending Entities in News Stories. WSDM 2021: 346-354 - [i13]Paolo Cintia, Giovanni Mauro, Luca Pappalardo, Paolo Ferragina:
An interactive dashboard for searching and comparing soccer performance scores. CoRR abs/2105.04293 (2021) - 2020
- [j57]Ajoy K. Datta, Paolo Ferragina, Lawrence L. Larmore, Linda Pagli, Giuseppe Prencipe:
Linear time distributed swap edge algorithms. Inf. Process. Lett. 161: 105979 (2020) - [j56]Marco Ponza, Paolo Ferragina, Soumen Chakrabarti:
On Computing Entity Relatedness in Wikipedia, with Applications. Knowl. Based Syst. 188 (2020) - [j55]Paolo Ferragina, Giorgio Vinciguerra:
The PGM-index: a fully-dynamic compressed learned index with provable worst-case bounds. Proc. VLDB Endow. 13(8): 1162-1175 (2020) - [j54]Mirco Nanni, Gennady L. Andrienko, Albert-László Barabási, Chiara Boldrini, Francesco Bonchi, Ciro Cattuto, Francesca Chiaromonte, Giovanni Comandè, Marco Conti, Mark Coté, Frank Dignum, Virginia Dignum, Josep Domingo-Ferrer, Paolo Ferragina, Fosca Giannotti, Riccardo Guidotti, Dirk Helbing, Kimmo Kaski, János Kertész, Sune Lehmann, Bruno Lepri, Paul Lukowicz, Stan Matwin, David Megías, Anna Monreale, Katharina Morik, Nuria Oliver, Andrea Passarella, Andrea Passerini, Dino Pedreschi, Alex Pentland, Fabio Pianesi, Francesca Pratesi, Salvatore Rinzivillo, Salvatore Ruggieri, Arno Siebes, Vicenç Torra, Roberto Trasarti, Jeroen van den Hoven, Alessandro Vespignani:
Give more data, awareness and control to individual citizens, and they will help COVID-19 containment. Trans. Data Priv. 13(1): 61-66 (2020) - [c74]Alessandro Muscolino, Antonio Di Maria, Salvatore Alaimo, Stefano Borzì, Paolo Ferragina, Alfredo Ferro, Alfredo Pulvirenti:
NETME: On-the-Fly Knowledge Network Construction from Biomedical Literature. COMPLEX NETWORKS (2) 2020: 386-397 - [c73]Paolo Ferragina, Fabrizio Lillo, Giorgio Vinciguerra:
Why Are Learned Indexes So Effective? ICML 2020: 3123-3132
2010 – 2019
- 2019
- [j53]Marco Ponza, Paolo Ferragina, Francesco Piccinno:
Swat: A system for detecting salient Wikipedia entities in texts. Comput. Intell. 35(4): 858-890 (2019) - [j52]Paolo Cifariello, Paolo Ferragina, Marco Ponza:
Wiser: A semantic approach for expert finding in academia based on entity linking. Inf. Syst. 82: 1-16 (2019) - [j51]Andrea Farruggia, Paolo Ferragina, Antonio Frangioni, Rossano Venturini:
Bicriteria Data Compression. SIAM J. Comput. 48(5): 1603-1642 (2019) - [j50]Luca Pappalardo, Paolo Cintia, Paolo Ferragina, Emanuele Massucco, Dino Pedreschi, Fosca Giannotti:
PlayeRank: Data-driven Performance Evaluation and Player Ranking in Soccer via a Machine Learning Approach. ACM Trans. Intell. Syst. Technol. 10(5): 59:1-59:27 (2019) - [j49]Jyrki Alakuijala, Andrea Farruggia, Paolo Ferragina, Eugene Kliuchnikov, Robert Obryk, Zoltan Szabadka, Lode Vandevenne:
Brotli: A General-Purpose Data Compressor. ACM Trans. Inf. Syst. 37(1): 4:1-4:30 (2019) - [j48]Marco Cornolti, Paolo Ferragina, Massimiliano Ciaramita, Stefan Rüd, Hinrich Schütze:
SMAPH: A Piggyback Approach for Entity-Linking in Web Queries. ACM Trans. Inf. Syst. 37(1): 13:1-13:42 (2019) - [c72]Paolo Ferragina, Giorgio Vinciguerra:
Learned Data Structures. INNSBDDL (Tutorials) 2019: 5-41 - [i12]Giorgio Vinciguerra, Paolo Ferragina, Michele Miccinesi:
Superseding traditional indexes by orchestrating learning and geometry. CoRR abs/1903.00507 (2019) - [i11]Paolo Ferragina, Giorgio Vinciguerra:
The PGM-index: a multicriteria, compressed and learned approach to data indexing. CoRR abs/1910.06169 (2019) - 2018
- [b1]Paolo Ferragina, Fabrizio Luccio:
Computational Thinking - First Algorithms, Then Code. Springer 2018, ISBN 978-3-319-97939-7, pp. 1-174 - [r14]Paolo Ferragina, Igor Nitto, Rossano Venturini:
Text Compression. Encyclopedia of Database Systems (2nd ed.) 2018 - [r13]Paolo Ferragina, Rossano Venturini:
Indexing Compressed Text. Encyclopedia of Database Systems (2nd ed.) 2018 - [i10]Luca Pappalardo, Paolo Cintia, Paolo Ferragina, Emanuele Massucco, Dino Pedreschi, Fosca Giannotti:
PlayeRank: Multi-dimensional and role-aware rating of soccer player performance. CoRR abs/1802.04987 (2018) - [i9]Marco Ponza, Paolo Ferragina, Francesco Piccinno:
SWAT: A System for Detecting Salient Wikipedia Entities in Texts. CoRR abs/1804.03580 (2018) - [i8]Paolo Cifariello, Paolo Ferragina, Marco Ponza:
WISER: A Semantic Approach for Expert Finding in Academia based on Entity Linking. CoRR abs/1805.03947 (2018) - 2017
- [c71]Marco Ponza, Paolo Ferragina, Soumen Chakrabarti:
A Two-Stage Framework for Computing Entity Relatedness in Wikipedia. CIKM 2017: 1867-1876 - [c70]Marco Ponza, Paolo Ferragina, Francesco Piccinno:
Document Aboutness via Sophisticated Syntactic and Semantic Features. NLDB 2017: 441-453 - 2016
- [j47]Paolo Ferragina, Rossano Venturini:
Compressed Cache-Oblivious String B-Tree. ACM Trans. Algorithms 12(4): 52:1-52:17 (2016) - [c69]Marco Cornolti, Paolo Ferragina, Massimiliano Ciaramita, Stefan Rüd, Hinrich Schütze:
A Piggyback System for Joint Entity Mention Detection and Linking in Web Queries. WWW 2016: 567-578 - [r12]Paolo Ferragina, Giovanni Manzini:
Boosting Textual Compression. Encyclopedia of Algorithms 2016: 228-232 - [r11]Paolo Ferragina, Giovanni Manzini:
Burrows-Wheeler Transform. Encyclopedia of Algorithms 2016: 250-255 - [r10]Paolo Ferragina, Srinivasa Rao Satti:
Compressing and Indexing Structured Text. Encyclopedia of Algorithms 2016: 401-407 - [r9]Joong Chae Na, Paolo Ferragina, Raffaele Giancarlo, Kunsoo Park:
Indexed Two-Dimensional String Matching. Encyclopedia of Algorithms 2016: 973-977 - [r8]Paolo Ferragina:
Suffix Tree Construction in Hierarchical Memory. Encyclopedia of Algorithms 2016: 2149-2154 - 2015
- [c68]Paolo Ferragina, Francesco Piccinno, Roberto Santoro:
On Analyzing Hashtags in Twitter. ICWSM 2015: 110-119 - [c67]Paolo Ferragina, Francesco Piccinno, Rossano Venturini:
Compressed Indexes for String Searching in Labeled Graphs. WWW 2015: 322-332 - [c66]Ricardo Usbeck, Michael Röder, Axel-Cyrille Ngonga Ngomo, Ciro Baron, Andreas Both, Martin Brümmer, Diego Ceccarelli, Marco Cornolti, Didier Cherix, Bernd Eickmann, Paolo Ferragina, Christiane Lemke, Andrea Moro, Roberto Navigli, Francesco Piccinno, Giuseppe Rizzo, Harald Sack, René Speck, Raphaël Troncy, Jörg Waitelonis, Lars Wesemann:
GERBIL: General Entity Annotator Benchmarking Framework. WWW 2015: 1133-1143 - 2014
- [j46]Leah Epstein, Paolo Ferragina:
Guest Editorial: Selected Papers of European Symposium of Algorithms. Algorithmica 70(3): 365-367 (2014) - [c65]Andrea Farruggia, Paolo Ferragina, Rossano Venturini:
Bicriteria Data Compression: Efficient and Usable. ESA 2014: 406-417 - [c64]Marco Cornolti, Paolo Ferragina, Massimiliano Ciaramita, Hinrich Schütze, Stefan Rüd:
The SMAPH system for query entity recognition and disambiguation. ERD@SIGIR 2014: 25-30 - [c63]Francesco Piccinno, Paolo Ferragina:
From TagME to WAT: a new entity annotator. ERD@SIGIR 2014: 55-62 - [c62]Andrea Farruggia, Paolo Ferragina, Antonio Frangioni, Rossano Venturini:
Bicriteria data compression. SODA 2014: 1582-1595 - 2013
- [j45]Paolo Ferragina, Jouni Sirén, Rossano Venturini:
Distribution-Aware Compressed Full-Text Indexes. Algorithmica 67(4): 529-546 (2013) - [j44]Paolo Ferragina, Igor Nitto, Rossano Venturini:
On the Bit-Complexity of Lempel-Ziv Compression. SIAM J. Comput. 42(4): 1521-1541 (2013) - [j43]Paolo Ferragina:
On the weak prefix-search problem. Theor. Comput. Sci. 483: 75-84 (2013) - [c61]Paolo Ferragina, Rossano Venturini:
Compressed Cache-Oblivious String B-tree. ESA 2013: 469-480 - [c60]Marco Cornolti, Paolo Ferragina, Massimiliano Ciaramita:
A framework for benchmarking entity-annotation systems. WWW 2013: 249-260 - [p1]Paolo Ferragina, Rossano Venturini:
Web Search. The Power of Algorithms 2013: 107-137 - [e4]Stefano Leonardi, Alessandro Panconesi, Paolo Ferragina, Aristides Gionis:
Sixth ACM International Conference on Web Search and Data Mining, WSDM 2013, Rome, Italy, February 4-8, 2013. ACM 2013, ISBN 978-1-4503-1869-3 [contents] - [i7]Andrea Farruggia, Paolo Ferragina, Antonio Frangioni, Rossano Venturini:
Bicriteria data compression. CoRR abs/1307.3872 (2013) - 2012
- [j42]Paolo Ferragina, Travis Gagie, Giovanni Manzini:
Lightweight Data Indexing and Compression in External Memory. Algorithmica 63(3): 707-730 (2012) - [j41]Paolo Ferragina, Ugo Scaiella:
Fast and Accurate Annotation of Short Texts with Wikipedia Pages. IEEE Softw. 29(1): 70-75 (2012) - [c59]Daniele Vitale, Paolo Ferragina, Ugo Scaiella:
Classification of Short Texts by Deploying Topical Annotations. ECIR 2012: 376-387 - [c58]Ugo Scaiella, Paolo Ferragina, Andrea Marino, Massimiliano Ciaramita:
Topical clustering of search results. WSDM 2012: 223-232 - [e3]Leah Epstein, Paolo Ferragina:
Algorithms - ESA 2012 - 20th Annual European Symposium, Ljubljana, Slovenia, September 10-12, 2012. Proceedings. Lecture Notes in Computer Science 7501, Springer 2012, ISBN 978-3-642-33089-6 [contents] - 2011
- [j40]Paolo Ferragina, Igor Nitto, Rossano Venturini:
On Optimally Partitioning a Text to Improve Its Compression. Algorithmica 61(1): 51-74 (2011) - [c57]Paolo Ferragina:
On the Weak Prefix-Search Problem. CPM 2011: 261-272 - [c56]Paolo Ferragina, Jouni Sirén, Rossano Venturini:
Distribution-Aware Compressed Full-Text Indexes. ESA 2011: 760-771 - [c55]Paolo Ferragina, Ugo Scaiella:
First Steps Beyond the Bag-Of-Words Representation of Short Texts. IIR 2011 - [c54]Paolo Ferragina:
Beyond the bag-of-words paradigm to enhance information retrieval applications. SISAP 2011: 3-4 - 2010
- [j39]Paolo Ferragina, Rossano Venturini:
The compressed permuterm index. ACM Trans. Algorithms 7(1): 10:1-10:21 (2010) - [j38]Paolo Ferragina, Igor Nitto, Rossano Venturini:
On compact representations of All-Pairs-Shortest-Path-Distance matrices. Theor. Comput. Sci. 411(34-36): 3293-3300 (2010) - [c53]Paolo Ferragina, Ugo Scaiella:
TAGME: on-the-fly annotation of short text fragments (by wikipedia entities). CIKM 2010: 1625-1628 - [c52]Paolo Ferragina:
Data Structures: Time, I/Os, Entropy, Joules! ESA (2) 2010: 1-16 - [c51]Antonio Cisternino, Paolo Ferragina, Davide Morelli, Massimo Coppola:
Information processing at work: On energy-aware algorithm design. Green Computing Conference 2010: 407-415 - [c50]Paolo Ferragina, Travis Gagie, Giovanni Manzini:
Lightweight Data Indexing and Compression in External Memory. LATIN 2010: 697-710 - [c49]Paolo Ferragina, Giovanni Manzini:
On compressing the textual web. WSDM 2010: 391-400 - [i6]Paolo Ferragina, Ugo Scaiella:
TAGME: on-the-fly annotation of short text fragments (by Wikipedia entities). CoRR abs/1006.3498 (2010)
2000 – 2009
- 2009
- [j37]Paolo Ferragina, Raffaele Giancarlo, Giovanni Manzini:
The myriad virtues of Wavelet Trees. Inf. Comput. 207(8): 849-866 (2009) - [j36]Paolo Ferragina, Fabrizio Luccio, Giovanni Manzini, S. Muthukrishnan:
Compressing and indexing labeled trees, with applications. J. ACM 57(1): 4:1-4:33 (2009) - [j35]Paolo Ferragina, Gad M. Landau:
Foreword. Theor. Comput. Sci. 410(51): 5299 (2009) - [c48]Paolo Ferragina, Igor Nitto, Rossano Venturini:
On Optimally Partitioning a Text to Improve Its Compression. ESA 2009: 420-431 - [c47]Paolo Ferragina, Igor Nitto, Rossano Venturini:
On the bit-complexity of Lempel-Ziv compression. SODA 2009: 768-777 - [r7]Paolo Ferragina, Rossano Venturini:
Indexing Compressed Text. Encyclopedia of Database Systems 2009: 1442-1448 - [r6]Paolo Ferragina, Igor Nitto:
Text Compression. Encyclopedia of Database Systems 2009: 3046-3048 - [i5]Paolo Ferragina, Igor Nitto, Rossano Venturini:
On optimally partitioning a text to improve its compression. CoRR abs/0906.4692 (2009) - [i4]Paolo Ferragina, Travis Gagie, Giovanni Manzini:
Lightweight Data Indexing and Compression in External Memory. CoRR abs/0909.4341 (2009) - 2008
- [j34]Fabio Crestani, Paolo Ferragina, Mark Sanderson:
Preface. Inf. Retr. 11(4): 267-268 (2008) - [j33]Paolo Ferragina, Rodrigo González, Gonzalo Navarro, Rossano Venturini:
Compressed text indexes: From theory to practice. ACM J. Exp. Algorithmics 13 (2008) - [j32]Paolo Ferragina, Antonio Gulli:
A personalized search engine based on Web-snippet hierarchical clustering. Softw. Pract. Exp. 38(2): 189-225 (2008) - [c46]Carlos Castillo, Claudio Corsi, Debora Donato, Paolo Ferragina, Aristides Gionis:
Query-log mining for detecting spam. AIRWeb 2008: 17-20 - [c45]Paolo Ferragina, Roberto Grossi, Ankur Gupta, Rahul Shah, Jeffrey Scott Vitter:
On searching compressed string collections cache-obliviously. PODS 2008: 181-190 - [e2]Paolo Ferragina, Gad M. Landau:
Combinatorial Pattern Matching, 19th Annual Symposium, CPM 2008, Pisa, Italy, June 18-20, 2008, Proceedings. Lecture Notes in Computer Science 5029, Springer 2008, ISBN 978-3-540-69066-5 [contents] - [r5]Paolo Ferragina:
Suffix Tree Construction in Hierarchical Memory. Encyclopedia of Algorithms 2008 - [r4]Paolo Ferragina, Giovanni Manzini:
Boosting Textual Compression. Encyclopedia of Algorithms 2008 - [r3]Paolo Ferragina, Giovanni Manzini:
Burrows-Wheeler Transform. Encyclopedia of Algorithms 2008 - [r2]Paolo Ferragina, S. Srinivasa Rao:
Tree Compression and Indexing. Encyclopedia of Algorithms 2008 - [r1]Joong Chae Na, Paolo Ferragina, Raffaele Giancarlo, Kunsoo Park:
Two-Dimensional Pattern Indexing. Encyclopedia of Algorithms 2008 - [i3]Paolo Ferragina:
String algorithms and data structures. CoRR abs/0801.2378 (2008) - [i2]Paolo Ferragina, Igor Nitto, Rossano Venturini:
Bit-Optimal Lempel-Ziv compression. CoRR abs/0802.0835 (2008) - 2007
- [j31]Claudio Corsi, Paolo Ferragina, Roberto Marangoni:
The BioPrompt-box: an ontology-based clustering tool for searching in biological databases. BMC Bioinform. 8(S-1) (2007) - [j30]Paolo Ferragina, Raffaele Giancarlo, Valentina Greco, Giovanni Manzini, Gabriel Valiente:
Compression-based classification of biological sequences and structures via the Universal Similarity Metric: experimental assessment. BMC Bioinform. 8 (2007) - [j29]Valentina Ciriani, Paolo Ferragina, Fabrizio Luccio, S. Muthukrishnan:
A data structure for a sequence of string accesses in external memory. ACM Trans. Algorithms 3(1): 6:1-6:23 (2007) - [j28]Paolo Ferragina, Giovanni Manzini, Veli Mäkinen, Gonzalo Navarro:
Compressed representations of sequences and full-text indexes. ACM Trans. Algorithms 3(2): 20 (2007) - [j27]Paolo Ferragina, Rossano Venturini:
A simple storage scheme for strings achieving entropy bounds. Theor. Comput. Sci. 372(1): 115-121 (2007) - [j26]Paolo Ferragina, Giovanni Manzini, S. Muthukrishnan:
Foreword. Theor. Comput. Sci. 387(3): 197-199 (2007) - [c44]Paolo Ferragina, Johannes Fischer:
Suffix Arrays on Words. CPM 2007: 328-339 - [c43]Paolo Ferragina, Rossano Venturini:
Compressed permuterm index. SIGIR 2007: 535-542 - [c42]