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Publications
Papers on International Journals
- Sicong Liu, Silvestro Poccia, K. Selcuk Candan, Maria Luisa Sapino, Xiaolan Wang Robust Multi-variate Temporal (RMT) Features of
Multi-variate Time Series ACM Transactions on Multimedia Computing, Communications and Application, 2018
- Sicong Liu, Silvestro Poccia, K. Selcuk Candan, Gerardo Chowell, Maria Luisa Sapino EpiDMS: Data Management and Analytics for Decision Making from Epidemic Spread Simulation Ensembles The Journal of Infectious Diseases, 2016
- Shengyu Huang, Xinsheng Li, K. Selçuk Candan, Maria Luisa Sapino Reducing Seed Noise in Personalized PageRank Social Network Analysis and Mining Journal,6:1, pp.6--25, 2016
- Jung Hyun Kim, K. Selçuk Candan, Maria Luisa Sapino Locality-Sensitive and Re-use Promoting Personalized PageRank Computations Knowledge and Information Systems Journal(KAIS), 47(2), pp.261--299, 2016
- Ilaria Bartolini, Vincenzo Moscato, Ruggero G. Pensa, Antonio Penta, Antonio Picariello, Carlo Sansone, Maria Luisa Sapino Recommending multimedia visiting paths in cultural heritage applications Multimedia Tools Appl. 75(7): 3813-3842 (2016).
- Claudio Schifanella, K. Selcuk Candan, Maria Luisa Sapino Multiresolution Tensor Decompositions with Mode
Hierarchies ACM Transactions on Knowledge Discovery from Data (TKDD) 8(2), 38 pages, 2014
- K. Selcuk Candan, Luigi Di Caro, Maria Luisa Sapino, PhC: Multiresolution Visualization and
Exploration of Text Corpora with Parallel Hierarchical Coordinates ACM TIST 3(2): 22 (2012)
- Mario Cataldi, K. Selcuk Candan, Maria Luisa Sapino Narrative-based taxonomy distillation
for effective indexing of text collections Data & Knowledge Engineering 72: 103-125 (2012)
- Claudio Schifanella, Maria Luisa Sapino, K. Selcuk Candan On context-aware co-clustering
with metadata support. Journal of Intelligent Information Systems 38(1): 209-239 (2012)
- K. Selcuk Candan, Rosaria Rossini, Maria Luisa Sapino, Xiaolan Wang, sDTW: Computing DTW Distances using Locally Relevant Constraints based on Salient Feature Alignments. PVLDB 5(11): 1519-1530 (2012)
- Luigi Di Caro, K. Selcuk Candan, Maria Luisa Sapino Navigating within news collections
using tag-flakes. Journal of Visual Languages and Computing 22(2): 120-139 (2011)
- Paulo Shakarian, V S. Subrahmanian, Maria Luisa Sapino GAPs: Geospatial Abduction Problems ACM TIST 3(1): 7 (2011)
- Mario Cataldi, Claudio Schifanella, K. Selcuk Candan, Maria Luisa Sapino and Luigi Di Caro Context-informed Knowledge Extraction from Document Collections to Support User Navigation. JMPT 1(2): 74-94 (2010)
- K. Selcuk Candan, Mehmet Emin Donderler, Terri Hedgpeth, Jong Wook Kim, Qing Li, Maria Luisa Sapino SEA: Segment-enrich-annotate paradigm for adapting dialog-based content for
improved accessibility.ACM Transactions on Information Systems 27(3): (2009)
- K. Selcuk Candan, Huiping Cao, Yan Qi, Maria Luisa Sapino System support for exploration
and expert feedback in resolving conflicts during integration of metadata. , VLDB Journal 17(6):
1407-1444, 2008
- M.L. Sapino, K.S.Candan, J.W.Kim, Fabrizio Antonelli, Annotating Educational Discussion Boards to help Students who are Blind, International Journal of Continuing Engineering Education and Life-Long Learning (IJCEELL), special issue on "Integrating Intelligent and Adaptive Hypermedia Techniques in Web-Based Education Systems", 2007
- M. Fayzullin, V.S. Subrahmanian, A. Picariello, and M.L. Sapino. The CPR Model for
Summarizing Video Multimedia Tools and Applications, 26(2):153-173, 2005.
- S. Adali, C. Bufi and M.L. Sapino, Ranked Relations: Query Languages and Query Processing
Methods for Multimedia Multimedia Tools and Applications, 24 (3): 197-214, 2004
- A. Celentano, O.Gaggi, M.L. Sapino, Retrieval in Multimedia Presentations, ACM Multimedia Systems Journal, vol. 10, n.1, pp. 72-82, July 2004.
- A. Chianese, A. Picariello, L. Sansone, M.L. Sapino, Titolo Managing Uncertainties in Image Databases: a fuzzy approach Multimedia Tools and Applications, vol 23, pp. 237-252, 2004
- Sushil Jajodia, Pierangela Samarati, Maria Luisa Sapino, V.S. Subrahmanian Flexible Support for Multiple Access Control Policies, ACM Transactions on Database Systems, vol. 26, n. 2, pp. 214-260, 2001.
- E.Bertino, P.A.Bonatti, E.Ferrari, M.L. Sapino, Temporal Authorization Bases: From Specification to Integration Journal of Computer Security. 2000.
- D. Gabbay, L. Giordano, A. Martelli, N. Olivetti, M.L. Sapino, Conditional Reasoning in Logic Programming Journal of Logic Programming, vol.44, n. 1-3, pp.37-74, 2000
- S. Adali, M.L. Sapino, and V.S. Subrahmanian, An Algebra for Creating and Querying Multimedia Presentations. ACM Multimedia Systems Journal - Special Issue on Multimedia Presentations, vol. 8, pp. 212-230, 2000.
- P.A. Bonatti, M.L. Sapino, V.S. Subrahmanian, Merging Heterogeneous Security Orderings, , Journal of Computer Security, vol.5, n. 1, pp. 3-29, 1997.
- L. Giordano, A. Martelli, and M. L. Sapino Extending negation as failure by abduction: a 3-valued Stable Model Semantics, Journal of Logic Programming, 26(1):31-67, 1996.
- L. Console, M. L. Sapino, and D. Theseider Dupre’ The role of abduction in database view updating Journal of Intelligent Information Systems, (4):261-280, 1995.
- Barbara Demo, Marisa Porta, and Maria Luisa Sapino, Efficiency and completeness properties of the Counting Method , Computers and Artificial Intelligence, 8(3):227-245, 1989.
Papers in the Proceedings of International Conferences
- Xilun Chen, K. Selçuk Candan, Maria Luisa Sapino
IMS-DTM: Incremental Multi-Scale Dynamic Topic Models
AAAI18
- Paolo Casagranda, Maria Luisa Sapino, K. Selçuk Candan Context-Aware Proactive Personalization of Linear Audio Content
EDBT-demo17, pp.574-577
- Silvestro Roberto Poccia, Maria Luisa Sapino, Sicong Liu, Xilun Chen, Yash Garg, Shengyu Huang, Jung Hyun Kim, Xinsheng Li, Parth Nagarkar, K. Selçuk Candan SIMDMS: Data Management and Analysis to Support Decision Making through Large Simulation Ensembles
EDBT-demo17, pp.582-585
- Jung Hyun Kim, Mao-Lin Li, K. Selçuk Candan, Maria Luisa Sapino Personalized PageRank in Uncertain Graphs with Mutually Exclusive Edges
SIGIR17, pp.525-534
- Xinsheng Li, K. Selçuk Candan, Maria Luisa Sapino
nTD: Noise-Profile Adaptive Tensor Decomposition
WWW17, pp.243-252
- Shengyu Huang, K. Selçuk Candan, Maria Luisa Sapino
BICP: Block-Incremental CP Decomposition with Update Sensitive Refinement
CIKM16, pp. 1221-1230
- Francesco Di Mauro, Paolo Pasteris, Maria Luisa Sapino, K. Selçuk Candan, Giovanna Antonella Dino, Piergiorgio Rossetti CrowdSourced semantic enrichment for participatory e-Government MEDES16, pp. 82-89
- Xinsheng Li, Shengyu Huang, K. Selçuk Candan, Maria Luisa Sapino Two-Phase CP Decomposition for Billion-Scale Dense Tensors ICDE16, pp. 835-846
- Xilun Chen, K. Selçuk Candan, Maria Luisa Sapino KSGM: Keynode-driven Scalable Graph Matching. CIKM 2015 : 1101-1110.
- Shengyu Huang, Xinsheng Li, K. Selçuk Candan, Maria Luisa Sapino Can you really trust that seed?: Reducing the impact of seed noise in personalized PageRank ASONAM 2014: 216-223
- Xinsheng Li, Shengyu Huang, Kasim Selçuk Candan, Maria Luisa Sapino Focusing Decomposition Accuracy by Personalizing Tensor Decomposition (PTD). CIKM 2014: 689-698
- Xiaolan Wang, K. Selçuk Candan, Maria Luisa Sapino Leveraging metadata for identifying local, robust multi-variate temporal (RMT) features. ICDE 2014: 388-399
- Ilaria Bartolini, Vincenzo Moscato, Ruggero G. Pensa, Antonio Penta, Antonio Picariello, Carlo Sansone, Maria Luisa Sapino A Framework for Recommending Multimedia Cultural Visiting Paths. SEBD 2014: 311-318
- Alessio Antonini, Luca Vignaroli, Claudio Schifanella, Ruggero G. Pensa, Maria Luisa Sapino MeSoOnTV: a media and social-driven ontology-based TV knowledge management system Hypertext, 2013: 208-213
- Alessio Antonini, Ruggero G. Pensa, Maria Luisa Sapino, Claudio Schifanella, Raffaele
Teraoni Prioletti, Luca Vignaroli Tracking and analyzing TV content on the web through social and
ontological knowledg EuroITV 2013: 13-22
- Jung Hyun Kim, Xilun Chen, K. Selcuk Candan, Maria Luisa Sapino Hive open research
network platform EDBT 2013: 733-736
- Songling Liu, Juan P. Cedeno, K. Selcuk Candan, Maria Luisa Sapino, Shengyu Huang, Xinsheng Li R2DB: A System for Querying and Visualizing Weighted RDF Graphs ICDE 2012:1313-1316
- Claudio Schifanella, K. Selcuk Candan, Maria Luisa Sapino Fast metadata-driven multiresolution tensor decomposition, CIKM 2011: 1275-1284
- Huiping Cao, K. Selcuk Candan, Maria Luisa Sapino: Skynets: searching for minimum trees in graphs with incomparable edge weights. CIKM 2011: 1775-1784
- Luigi Di Caro, Maria Luisa Sapino, K. Selcuk Candan Unraveling multi-dimensional data
using pDView,Caro, Maria Luisa Sapino, K. Selçuk Candan : Unraveling multi-dimensional data
using pDView. EDBT 2011: 570-573
- Paulo Shakarian, V. S. Subrahmanian, Maria Luisa Sapino Using Generalized Annotated
Programs to Solve Social Network Optimization Problems. ICLP (Technical Communications) 2010:182-191
- K. S. Candan, M. Cataldi, and M. L. Sapino Reducing Metadata Complexity for Faster Table
Summarization EDBT, Lausanne, 2010. pp 240-251.
- H. Cao, Y. Qi, K. S. Candan, and M. L. Sapino Feedback-driven Result Ranking and Query
Refinement for Exploring Semi-structured Data Collections. , In EDBT, Lausanne, 2010, pp.3-14.
- M.Cataldi, K.S. Candan, M.L. Sapino. ANITA: A Narrative Interpretation of Taxonomies for
their Adaptation to Text Collections CIKM 2010, short paper.
- M. Cataldi, C. Schifanella, K. S. Candan, M. L. Sapino, L. Di Caro CoSeNa: a context-based
search and navigation system, MEDES'09, pp. 218-225 .
- K. S. Candan, H. Cao, Y. Qi, and M. L. Sapino AlphaSum: Size-Constrained Table Summarization using Value Lattices, EDBT-09: 12th Int. Conf. on Extending Database Technology, San Pietroburgo, 2009.
- H. Cao, Y. Qi, K. S. Candan, and M. L. Sapino Exploring Path Query Results through
Relevance Feedback., In Proc. of the 18th ACM Conference on Information and Knowledge
Management, CIKM 2009, Hong Kong, China, 2009
- Alfredo Favenza, Mario Cataldi, Maria Luisa Sapino, Alberto Messina Topic Development
Based Refinement of Audio-Segmented Television News, NLDB 2008, pp. 226-232
- K. S. Candan, H. Cao, Y. Qi, and M. L. Sapino. Table Summarization with the Help of Domain
Lattices, In Proc. CIKM'08 - 17th ACM Conference on Information and Knowledge Management, Napa Valley, USA, 2008. Short paper.
- L. Di Caro, K. S. Candan, and M. L. Sapino. Using tagFlake for Condensing Navigable Tag
Hierarchies from Tag Clouds, In Proc. of ACM SIGKDD 2008 (demo session), Las Vegas, 2008.
- A. Messina, M. Montagnuolo, and M. L. Sapino Characterizing Multimedia Objects through
Multimodal Content Analysis and Fuzzy Fingerprints., In Proc. of IEEE International Conference on
Signal-Image Technology and Internet-Based Systems, 2006
- L. Peng, G. Kwon, Y. Chen, K. S. Candan, H. Sundaram, K. Chatha, and M.L. Sapino. Modular
Design of Media Retrieval Workflows with ARIA, In Proc. CIVR 2006 - International Conference on
Image and Video Retrieval, 2006.
- M.L. Sapino, .S. Candan, P. Bertolotti Log-Analysis Based Characterization of Multimedia
Documents for Effective Delivery of Distributed Multimedia PresentationsProc. DMS 06
(International Conference on Distributed Multimedia System)
- K.S. Candan, G. Kwon, L. Peng, M.L. Sapino. Modeling Adaptive Media Processing
WorkflowsIEEE ICME 06 , Toronto, 2006
- P. Bertolotti, O. Gaggi, and M. L. Sapino. Dynamic Context Adaptation in Multimedia
Documents., In Proc. of 21st ACM Symposium on Applied Computing, SAC 2006, Special Track on
Multimedia and Visualization, Dijon, France, April 2006.
- P. Bertolotti, O.Gaggi, M.L. Sapino A State Transition Model For Distributed Multimedia Documents,Proc. DMS04 - Tenth International Conference on Distributed Multimedia Systems, San Francisco, September 2004
- F. Yaman, S. Adali, D.Nau, M.L. Sapino, V.S. Subrahmanian Plan databases: Model and
Algebra, Proc. FOIKS04, LNCS, 2004
- Maria Luisa Sapino, Multimedia Presentations Database(extended abstract), in Proc. SOFSEM: theory and Practice of Informatics, LNCS 2540, pp. 132-134, Milovy, Czech Republich, 2002.
- E. Bertino, P. Bonatti, E. Ferrari, M.L. Sapino Specifying and Computing Hierarchies of Temporal Authorizations , in Proc. of the 13th Annual IFIP WG 11.3 Working Conference on Database Security, pp. 232-345, Seattle, Luglio 1999.
- S. Adali, M.L. Sapino, V.S. Subrahmanian A Multimedia Presentation Algebra in Proc. ACM
SIGMOD99 , Philadelphia, 1999, pp. 121-132.
- S. Adali, P.A. Bonatti, M.L. Sapino, V.S. Subrahmanian A Multi-Similarity Algebra,,In Proc.
ACM SIGMOD98 , Seattle, 1998, pp. 402-423.
- P. Bonatti, M.L. Sapino, V.S. Subrahmanian. Merging Heterogeneous Security Orderings.In
ESORICS96 - International Symposium in the computer security area, LNCS, Springer-Verlag,
Roma, Settembre 96, pp. 183-197.
- L. Giordano, A. Martelli, and M. L. Sapino, An abductive proof procedure for conditional logic
programming In Proc. FAPR-96- International Conference on Formal and Applied Practical
Reasoning, Bonn, June 1996, LNAI, pp. 231-245.
- L. Liquori and M. L. Sapino Dealing with explicit exceptions in Prolog In Proceedings GULPPRODE-
94 Conference; vol. II, pages 296 -308, Peniscola, Spain, 1994.
- L. Giordano, A. Martelli, and M. L. Sapino. A semantics for Eshghi and Kowalski's abductive
procedure, In Proc. International Conference on Logic Programming - ICLP93, pages 586-600,
Budapest, 1993. MIT Press.
- Luca Console, Maria Luisa Sapino, and Paolo Terenziani Dealing with uncertain temporal
information in the Interval Algebra, Proc. International Conference on Information Processing and
Management of Uncertainty in Knowledge-Based Systems IPMU92, 1992, pp. 521 -524.
- L. Giordano, A. Martelli, and M. L. Sapino Negation as failure and constraints through
abduction and defaults, Proc. AI*IA Conference, In Trends in Artificial Intelligence- LNAI 549, pp. 78-87, Palermo, 1991.
Springer Verlag.
- M. T. Bolla, B. Demo, and M. L. Sapino.Stratified logic programs for a sound negation as
failure In Ivan Plander, editor, Artificial Intelligence and Information- Control Systems of Robots,
pages 23 -30. North Holland, 1989
- B. Demo, M. Porta, and M. L. Sapino Rewriting rule methods in logic databases,In Ivan
Plander, editor, Proc. Artificial Intelligence and Information Control Systems of Robots. Nort Holland, 1987.
Books and book chapters
- K. Selcuk Candan and Maria Luisa Sapino Data Management for Multimedia Retrieval, 2010, Cambridge University Press
- Y. Qi, H. Cao, K. S. Candan, and M. L. Sapino XML Data Integration: Merging, Query
Processing and Conflict Resolution., In Changqing Li, editor, Advanced Applications and Structures
in XML Processing: Label Streams, Semantics Utilization and Data Query Technologies. IGI-Global,
2010, pp.333-360
- H. Cao, Y Qi, K. S. Candan, and M. L. Sapino XML Data Integration: Schema Extraction and
Mapping, In Changqing Li, editor, Advanced Applications and Structures in XML Processing: Label
Streams, Semantics Utilization and Data Query Technologies. IGI-Global, 2010, pp.308-332
- K. S. Candan, M. L. Sapino Multimedia Data Queryin, Encyclopedia of Database Systems,
Springer, 2008.
- M. L. Sapino and K.S. Candan., Multimedia information systems, In Borko Furht, editor,
Encyclopedia of Multimedia. Springer, 2008
- A. Picariello and M. L. Sapino Managing Uncertainty in Image Databases, In Yu-Jin Zhang,
editor, Semantic-based visual Information Retrieval. Idea Group Inc., USA, 2006.
- A. Picariello, M.L. Sapino, V.S. Subrahmanian, A Video Database Algebra,in Handbook of
Video Databases, Borko Furht and Oge Marques editors, chapter 19, CRC Press, 2003.
Peer reviewed papers in Workshop proceedings
- Jung Hyun Kim, K. Selçuk Candan, Maria Luisa Sapino PageRank Revisited: On the Relationship between Node Degrees and Node Significances in Different Applications. EDBT/ICDT Workshops 2016
- K. Selcuk Candan, Mario Cataldi, Maria Luisa Sapino, and Claudio Schifanella Structure and
Extension-Informed Taxonomy Alignment. In 4th ODBIS Workshop on Ontologies-based
Techniques for DataBases in Information Systems and Knowledge Systems, Co-located with VLDB
2008, pp. 1-8, Auckland, New Zealand, 2008.
- K. S. Candan, L. Di Caro, and M. L. Sapino. Creating Tag Hierarchies for Effective
Navigation in Social Media. In Proc. SSM 08 - International Workshop on Searching Social media.
Co-located with the 17th ACM Conference on Information and Knowledge Management, Napa
Valley, USA, 2008.
- Y. Qi, K. S. Candan, M. L. Sapino, and K. W. Kintigh. QUEST: Query-driven Exploration of
Semistructured Data with ConflicTs and Partial Knowledge. In VLDB Workshop on Clean Databases
(CleanDB), 2006.
- S. Adali, S. Pearce, and M. L. Sapino. On Querying and Exploring Activities on a User's
Desktop. In Proc. e-Chronicle2006 - IEEE workshop on electronic chronicles. In conjunction with
ICDE06, 2006.
- F. Antonelli, M.L. Sapino A Rule-based Approach to message board topics classification.
MIS'05 - 11-th International Workshop on Multimedia Information Systems, Settembre 2005, LNCS.
- F. Antonelli, K. Jong, K.S. Candan, and M.L. Sapino. Navigation Support for Students who
are Blind in Accessing Discussion Boards. In Proc. of Ciah/WBIES 2005 - Combining Intelligent and
Adaptive Methods/Techniques in Web Based Education Systems, workshop abbinato alla conferenza
ACM Hypertext, Salisburgo, 2005.
- S. Adali and M. L. Sapino. An activity based data model for desktop querying (Extended
abstract). 1st International Workshop on Semantic Desktop, 2005
- S. Adali, C. Bufi and M.L. Sapino, Ranked Relations: Concepts, Applications, and Query
Languages for Multimedia, MIS'03 - 9-th International Workshop on Multimedia Information
Systems, Maggio 2003, Ischia.
- P. Bertolotti, O. Gaggi, M.L. Sapino and V.S. Alagar. A Compositional Approach to
Multimedia Documents Dynamics, MIS'03 - 9-th International Workshop on Multimedia Information
Systems, 2003, Ischia
- M.Fayzullin, V.S.Subrahmanian, A. Picariello, M.L. Sapino. The CPR Model for Summarizing
Video. Proc. ACM MMDB03 Workshop, New Orleans, 2003.
- A. Celentano, O. Gaggi, M.L.Sapino, Retrieving Consistent Multimedia Presentation
Fragments, MIS'02- Eighth International Workshop on Multimedia Information Systems, October
31- November 2, 2002, Tempe, Arizona.
- A. Picariello, M.L.Sapino, A fuzzy Algebra for Image Databases, MIS'02- 8th International
Workshop on Multimedia Information Systems, October 31- November 2, 2002, Tempe, Arizona.
- S. Adali, J. Liepins, M.L.Sapino, Dynamic Graph Structured Document Databases. MIS'00-
Sixth International Workshop on Multimedia Information Systems, October 26-28, 2000, Chicago.
- S. Adali, L. Console, M.L.Sapino, M. Schenone, P. Terenziani, Representing and reasoning
with temporal constraints in multimedia presentations, Proc. TIME-2000: Seventh International
Workshop on temporal representation and Reasoning, luglio 2000, Nova Scotia, Canada. (best paper)
- S. Adali, M.L. Sapino, M. Schenone, V.S. Subrahmanian, Finite Graph Algebras for Querying
Interactive Multimedia Presentation Databases. MIS'99- Fifth Intenational Workshop on Multimedia
Information Systems, October 21-23, 1999, Indian Wells, Palm Springs Desert, California.