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Dennis Shasha

Silver Professor; Professor of Computer Science

    1983 …2020

    Research output per year

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    Research Output

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    Conference contribution
    2019

    Debugging machine learning pipelines

    Lourenço, R., Freire, J. & Shasha, D., Jun 30 2019, Proceedings of the 3rd Workshop on Data Management for End-To-End Machine Learning, DEEM 2019 - In conjunction with the 2019 ACM SIGMOD/PODS Conference. Association for Computing Machinery, 3329489. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Deferred runtime pipelining for contentious multicore software transactions

    Mu, S., Angel, S. & Shasha, D., Mar 25 2019, Proceedings of the 14th EuroSys Conference 2019. Association for Computing Machinery, Inc, 3303966. (Proceedings of the 14th EuroSys Conference 2019).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Simple pattern-only heuristics lead to fast subgraph matching strategies on very large networks

    Aparo, A., Bonnici, V., Micale, G., Ferro, A., Shasha, D., Pulvirenti, A. & Giugno, R., Jan 1 2019, Practical Applications of Computational Biology and Bioinformatics, 12th International Conference. Rocha, M., Mohamad, M. S., De Paz, J. F., Fdez-Riverola, F. & Gonzalez, P. (eds.). Springer Verlag, p. 131-138 8 p. (Advances in Intelligent Systems and Computing; vol. 803).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    2018

    Improving tourism prediction models using climate and social media data: A fine-grained approach

    Khatibi, A., Belem, F., Silva, A. P., Shasha, D., Almeida, J. M. & Gonçalves, M. A., Jan 1 2018, 12th International AAAI Conference on Web and Social Media, ICWSM 2018. AAAI press, p. 636-639 4 p. (12th International AAAI Conference on Web and Social Media, ICWSM 2018).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Point pattern search in big data

    Porto, F., Krone-Martins, A., Rittmeyer, J. N., Valduriez, P., Ogasawara, E. & Shasha, D., Jul 9 2018, Scientific and Statistical Database Management - 30th International Conference, SSDBM 2018, Proceedings. Bohlen, M., Gamper, J., Kroger, P. & Sacharidis, D. (eds.). Association for Computing Machinery, (ACM International Conference Proceeding Series).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Spark-Parsketch: A massively distributed indexing of time series datasets

    Levchenko, O., Yagoubi, D. E., Akbarinia, R., Masseglia, F., Kolev, B. & Shasha, D., Oct 17 2018, CIKM 2018 - Proceedings of the 27th ACM International Conference on Information and Knowledge Management. Paton, N., Candan, S., Wang, H., Allan, J., Agrawal, R., Labrinidis, A., Cuzzocrea, A., Zaki, M., Srivastava, D., Broder, A. & Schuster, A. (eds.). Association for Computing Machinery, p. 1951-1954 4 p. (International Conference on Information and Knowledge Management, Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    2017

    Pre-processing and indexing techniques for constellation queries in big data

    Khatibi, A., Porto, F., Rittmeyer, J. G., Ogasawara, E., Valduriez, P. & Shasha, D., Jan 1 2017, Big Data Analytics and Knowledge Discovery - 19th International Conference, DaWaK 2017, Proceedings. Bellatreche, L. & Chakravarthy, S. (eds.). Springer Verlag, p. 164-172 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10440 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    RadiusSketch: Massively distributed indexing of time series

    Yagoubi, D. E., Akbarinia, R., Masseglia, F. & Shasha, D., Jul 2 2017, Proceedings - 2017 International Conference on Data Science and Advanced Analytics, DSAA 2017. Institute of Electrical and Electronics Engineers Inc., p. 262-271 10 p. (Proceedings - 2017 International Conference on Data Science and Advanced Analytics, DSAA 2017; vol. 2018-January).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    2016

    A course on programming and problem solving

    Sheth, S., Murphy, C., Ross, K. A. & Shasha, D., Feb 17 2016, SIGCSE 2016 - Proceedings of the 47th ACM Technical Symposium on Computing Science Education. Association for Computing Machinery, Inc, p. 323-328 6 p. (SIGCSE 2016 - Proceedings of the 47th ACM Technical Symposium on Computing Science Education).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Alphacodes: Usable, secure transactions with untrusted providers using human computable puzzles

    Sharma, A., Chandrasekaran, V., Amjad, F., Shasha, D. & Subramanian, L., Nov 18 2016, Proceedings of the 7th Annual Symposium on Computing for Development, ACM DEV-7 2016. Association for Computing Machinery, Inc, a5. (Proceedings of the 7th Annual Symposium on Computing for Development, ACM DEV-7 2016).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Conjugate conformal prediction for online binary classification

    Kocak, M. A., Erkip, E. & Shasha, D. E., Jan 1 2016, 32nd Conference on Uncertainty in Artificial Intelligence 2016, UAI 2016. Janzing, D. & Ihler, A. (eds.). Association For Uncertainty in Artificial Intelligence (AUAI), p. 347-356 10 p. (32nd Conference on Uncertainty in Artificial Intelligence 2016, UAI 2016).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Positive-Unlabeled Learning in the Face of Labeling Bias

    Youngs, N., Shasha, D. & Bonneau, R., Jan 29 2016, Proceedings - 15th IEEE International Conference on Data Mining Workshop, ICDMW 2015. Wu, X., Tuzhilin, A., Xiong, H., Dy, J. G., Aggarwal, C., Zhou, Z-H. & Cui, P. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 639-645 7 p. 7395727. (Proceedings - 15th IEEE International Conference on Data Mining Workshop, ICDMW 2015).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    ReproZip: Computational reproducibility with ease

    Chirigati, F., Rampin, R., Shasha, D. & Freire, J., Jun 26 2016, SIGMOD 2016 - Proceedings of the 2016 International Conference on Management of Data. Association for Computing Machinery, p. 2085-2088 4 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data; vol. 26-June-2016).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    ThePlantGame: Actively training human annotators for domain-specific crowdsourcing

    Servajean, M., Joly, A., Shasha, D., Champ, J. & Pacitti, E., Oct 1 2016, MM 2016 - Proceedings of the 2016 ACM Multimedia Conference. Association for Computing Machinery, Inc, p. 720-721 2 p. (MM 2016 - Proceedings of the 2016 ACM Multimedia Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    2015

    Quiet: Faster belief propagation for images and related applications

    Fujiwara, Y. & Shasha, D., Jan 1 2015, IJCAI 2015 - Proceedings of the 24th International Joint Conference on Artificial Intelligence. Wooldridge, M. & Yang, Q. (eds.). International Joint Conferences on Artificial Intelligence, p. 3497-3503 7 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2015-January).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    2013

    AppSleuth: A tool for database tuning at the application level

    Cao, W. & Shasha, D., May 2 2013, Advances in Database Technology - EDBT 2013: 16th International Conference on Extending Database Technology, Proceedings. p. 589-600 12 p. (ACM International Conference Proceeding Series).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Hand gesture recognition in mobile devices: Enhancing the musical experience

    Nieto, O. & Shasha, D., 2013, Proceedings of the 10th international symposium on computer music multidisciplinary research (CMMR) Marseille, France, October 2013.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Packing experiments for sharing and publication

    Chirigati, F., Shasha, D. & Freire, J., Jul 29 2013, SIGMOD 2013 - International Conference on Management of Data. p. 977-980 4 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    ReproZip: Packing experiments for sharing and publications

    Chirigati, F., Shasha, D. & Freire, J., 2013, ACM SIGMOND 2013.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Tuning in action

    Cao, W. & Shasha, D., May 2 2013, Advances in Database Technology - EDBT 2013: 16th International Conference on Extending Database Technology, Proceedings. p. 737-740 4 p. (ACM International Conference Proceeding Series).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    2012

    Computational reproducibility: State-of-the-art, challenges, and database research opportunities

    Freire, J., Bonnet, P. & Shasha, D., Jun 28 2012, SIGMOD '12 - Proceedings of the International Conference on Management of Data. p. 593-596 4 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    JustMyFriends: Full SQL, full transactional amenities, and access privacy

    Meacham, A. & Shasha, D., Jun 28 2012, SIGMOD '12 - Proceedings of the International Conference on Management of Data. p. 633-635 3 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Parakeet: A just-in-time parallel acclerator for Python

    Rubinsteyn, A., Hielscher, E., Weinman, N. & Shasha, D., 2012, Proceedings of the 4th USENIX conference on hot topics in parallelism, Berkeley, CA 2012: HotPar '12 Usenix Association.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    2010

    Enhancing graph database indexing by suffix tree structure

    Bonnici, V., Ferro, A., Giugno, R., Pulvirenti, A. & Shasha, D., Nov 10 2010, Pattern Recognition in Bioinformatics - 5th IAPR International Conference, PRIB 2010, Proceedings. p. 195-203 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6282 LNBI).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    2009

    The blind stone tablet: Outsourcing durability

    Williams, P., Sion, R. & Shasha, D., 2009, 16th annual network and distributed system security symposium, 2009.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    2008

    Biocomputational puzzles: Data, algorithms, and visualization

    Shasha, D., May 16 2008, Advances in Database Technology - EDBT 2008 - 11th International Conference on Extending Database Technology, Proceedings. 1 p. (Advances in Database Technology - EDBT 2008 - 11th International Conference on Extending Database Technology, Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    2007

    GhostDB: Querying visible and hidden data without leaks

    Anciaux, N., Benzine, M., Bouganim, L., Pucheral, P. & Shasha, D., Oct 30 2007, SIGMOD 2007: Proceedings of the ACM SIGMOD International Conference on Management of Data. p. 677-688 12 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    GhostDB: Hiding data from prying eyes

    Salperwyck, C., Anciaux, N., Benzine, M., Bouganim, L., Pucheral, P. & Shasha, D., Jan 1 2007, 33rd International Conference on Very Large Data Bases, VLDB 2007 - Conference Proceedings. Gehrke, J., Koch, C., Garofalakis, M., Aberer, K., Kanne, C-C., Neuhold, E. J., Ganti, V., Klas, W., Chan, C-Y., Srivastava, D., Florescu, D. & Deshpande, A. (eds.). Association for Computing Machinery, Inc, p. 1346-1349 4 p. (33rd International Conference on Very Large Data Bases, VLDB 2007 - Conference Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    GhostDB: Hiding data from prying eyes

    Salperwyck, C., Anciaux, N., Benzine, M., Shasha, D. & Bouganim, L., 2007, VLDB 2007. p. 1346-1349

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Homology search for genes

    Cui, X., Vinař, T., Brejová, B., Shasha, D. & Li, M., 2007, ISMB/ECCB 2007.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    2006

    Better burst detection

    Zhang, X. & Shasha, D., Oct 17 2006, Proceedings of the 22nd International Conference on Data Engineering, ICDE '06. 1 p. 1617514. (Proceedings - International Conference on Data Engineering; vol. 2006).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    State-based clinical decision support (SBCDS)

    Kimmel, Z., Shasha, D., Turchin, A. & Greenes, R. A., 2006, NLM informatics training conference, June 27-28, 2006, Vanderbuilt University.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    2005

    Fast window correlations over uncooperative time series

    Cole, R., Shasha, D. & Zhao, X., 2005, KDD-2005 - Proceedings of the 11th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Grossman, R. L., Bayardo, R., Bennett, K. & Vaidya, J. (eds.). p. 743-749 7 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    2004

    Secure untrusted data repository (SUNDR)

    Li, J., Mazières, D., Shasha, D. & Krohn, M., 2004, Proceedings of the 6th symposium on operating systems design and implementation (OSDI '04) San Francisco, CA, December 2004.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    2003

    Activist data mining for computational science: Tools and applications

    Shasha, D., 2003, Database tuning: Principals, experiments, and guidence: 18th Brazilian symposium on databases, October 2003. p. 6-10

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Anticlustal: Multiple sequence alignment by antipole clustering and linear approximate 1-median computation

    Di Pietro, C., Di Pietro, V., Emmanuele, G., Ferro, A., Maugeri, T., Modica, E., Pigola, G., Pulvirenti, A., Purrello, M., Ragusa, M., Scalia, M., Shasha, D., Travali, S. & Zimmitti, V., Jan 1 2003, Proceedings of the 2003 IEEE Bioinformatics Conference, CSB 2003. Institute of Electrical and Electronics Engineers Inc., p. 326-336 11 p. 1227333. (Proceedings of the 2003 IEEE Bioinformatics Conference, CSB 2003).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    AQuery: Query language for ordered data, optimization techniques and experiments

    Shasha, D., 2003, (Accepted/In press) VLDB 2003.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    AQuery: Query language for ordered data, optimization techniques, and experiments

    Lerner, A. & Shasha, D., Jan 1 2003, Proceedings - 29th International Conference on Very Large Data Bases, VLDB 2003. Selinger, P. G., Carey, M. J., Freytag, J. C., Abiteboul, S., Lockemann, P. C. & Heuer, A. (eds.). Morgan Kaufmann, p. 345-356 12 p. (Proceedings - 29th International Conference on Very Large Data Bases, VLDB 2003).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Efficient elastic burst detection in data streams

    Zhu, Y. & Shasha, D., 2003, Proceedings of the 9th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD '03. p. 336-345 10 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    TreeRank: A similarity measure for nearest neighbor searching in phylogenetic databases

    Wang, J. T. L., Shan, H., Shasha, D. & Piel, W. H., Jan 1 2003, 15th International Conference on Scientific and Statistical Database Management, SSDBM 2003. Nittel, S. & Gunopulos, D. (eds.). IEEE Computer Society, p. 171-180 10 p. 1214978. (Proceedings of the International Conference on Scientific and Statistical Database Management, SSDBM; vol. 2003-January).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Warping Indexes with Envelope Transforms for Query by Humming

    Zhu, Y. & Shasha, D., 2003, Proceedings of the ACM SIGMOD International Conference on Management of Data. Halevy, A. Y., Ives, Z. G. & Doan, A. H. (eds.). p. 181-192 12 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    2002

    A structure-based search engine for phylogenetic databases

    Shan, H., Herbert, K. G., Piel, W. H., Shasha, D. & Wang, J. T. L., Jan 1 2002, Proceedings - 14th International Conference on Scientific and Statistical Database Management, SSDBM 2002. Kennedy, J. (ed.). IEEE Computer Society, p. 7-10 4 p. 1029699. (Proceedings of the International Conference on Scientific and Statistical Database Management, SSDBM; vol. 2002-January).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    ATreeGrep: Approximate searching in unordered trees

    Shasha, D., Wang, J. T. L., Shan, H. & Zhang, K., Jan 1 2002, Proceedings - 14th International Conference on Scientific and Statistical Database Management, SSDBM 2002. Kennedy, J. (ed.). IEEE Computer Society, p. 89-98 10 p. 1029709. (Proceedings of the International Conference on Scientific and Statistical Database Management, SSDBM; vol. 2002-January).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Building secure file systems out of Byzantine storage

    Mazières, D. & Shasha, D., 2002, Proceedings of the Annual ACM Symposium on Principles of Distributed Computing. p. 108-117 10 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Database tuning: Principles, experience and troubleshooting techniques

    Shasha, D. & Bonnet, P., 2002, Proceedings of the ACM SIGMOD International Conference on Management of Data. Moon, M. F. B. & Ailamaki, A. (eds.). p. 637 1 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Database tuning: Principles, experience and troubleshooting techniques

    Shasha, D. & Bonnet, P., Aug 2002, VLDB 2002.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    StatStream: Statistical monitoring of thousands of data streams in real time

    Zhu, Y. & Shasha, D., 2002, VLDB, August 2002 . p. 358-369

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    2001

    Algorithms and experience in increasing the intelligibility and hygiene of access control in large organizations

    Donner, M., Nochlin, D., Shasha, D. & Walasek, W., Jan 1 2001, Data and Applications Security: Developments and Directions - IFIP TC11 / WG11.3 Fourteenth Annual Working Conference on Database Security. Springer New York LLC, p. 295-316 22 p. (IFIP Advances in Information and Communication Technology; vol. 73).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Declarative data cleaning: Language, model, andalgorithms

    Florescu, D., Galhardas, H., Saita, C., Shasha, D. & Simon, E., 2001, VLDB 2001. p. 371-380

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Filtering algorithms and implementation for very fast Publish/Subscribe systems

    Fabret, F., Jacobsen, H. A., Llirbat, F., Pereira, J., Ross, K. A. & Shasha, D., 2001, Proceedings of the ACM SIGMOD International Conference on Management of Data. Sellis, T. & Mehrotra, S. (eds.). p. 115-126 12 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution