Dimitris Sacharidis

Orcid: 0000-0001-5022-1483

Affiliations:
  • Université Libre de Bruxelles, École polytechnique de Bruxelles, Brussels, Belgium
  • TU Wien, Faculty of Informatics, Vienna, Vienna, Austria (former)


According to our database1, Dimitris Sacharidis authored at least 103 papers between 2005 and 2024.

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Bibliography

2024
Mobility Data Science: Perspectives and Challenges.
ACM Trans. Spatial Algorithms Syst., June, 2024

The Susceptibility of Example-Based Explainability Methods to Class Outliers.
CoRR, 2024

AIDE: Antithetical, Intent-based, and Diverse Example-Based Explanations.
CoRR, 2024

GLANCE: Global Actions in a Nutshell for Counterfactual Explainability.
CoRR, 2024

FALE: Fairness-Aware ALE Plots for Auditing Bias in Subgroups.
CoRR, 2024

Mitigating Data Sparsity in Integrated Data through Text Conceptualization.
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

HYPPO: Using Equivalences to Optimize Pipelines in Exploratory Machine Learning.
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

Fairness in AI: challenges in bridging the gap between algorithms and law.
Proceedings of the 40th International Conference on Data Engineering, ICDE 2024, 2024

Technological and Research Challenges in Data Engineering for Sustainable Agriculture.
Proceedings of the International Workshop on Big Data in Emergent Distributed Environments, 2024

2023
And synopses for all: A synopses data engine for extreme scale analytics-as-a-service.
Inf. Syst., June, 2023

Towards Mobility Data Science (Vision Paper).
CoRR, 2023

3rd International Workshop on Scientific Knowledge Representation, Discovery, and Assessment (Sci-K 2023).
Proceedings of the Companion Proceedings of the ACM Web Conference 2023, 2023

Fairness Aware Counterfactuals for Subgroups.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

SpatialFlip: A Postprocessing Method to Improve Spatial Fairness.
Proceedings of the 31st ACM International Conference on Advances in Geographic Information Systems, 2023

Auditing for Spatial Fairness.
Proceedings of the Proceedings 26th International Conference on Extending Database Technology, 2023

2022
LocalRec 2022 Workshop Report: The Sixth ACM SIGSPATIAL Workshop on Location-Based Recommendations, Geosocial Networks and Geoadvertising Seattle, Washington, USA, November 1, 2022.
ACM SIGSPATIAL Special, November, 2022

A human-centered decentralized architecture and recommendation engine in SIoT.
User Model. User Adapt. Interact., 2022

TokenJoin: Efficient Filtering for Set Similarity Join with Maximum Weighted Bipartite Matching.
Proc. VLDB Endow., 2022

Mobility Data Science (Dagstuhl Seminar 22021).
Dagstuhl Reports, 2022

Sci-K 2022 - International Workshop on Scientific Knowledge: Representation, Discovery, and Assessment.
Proceedings of the Companion of The Web Conference 2022, Virtual Event / Lyon, France, April 25, 2022


MAGE: Discovering Mixture-based Areas of Interest over Geolocated Entities.
Proceedings of the 25th International Conference on Extending Database Technology, 2022

2021
LocalRec 2021 Workshop Report: The Fifth ACM SIGSPATIAL Workshop on Location-Based Recommendations, Geosocial Networks and Geoadvertising: online event - November 2, 2021.
ACM SIGSPATIAL Special, November, 2021

Selecting Services for Multiple Users: Let's Be Democratic.
IEEE Trans. Serv. Comput., 2021

Impact-Based Ranking of Scientific Publications: A Survey and Experimental Evaluation.
IEEE Trans. Knowl. Data Eng., 2021

New trends in scientific knowledge graphs and research impact assessment.
Quant. Sci. Stud., 2021

Model-Agnostic Counterfactual Explanations of Recommendations.
Proceedings of the 29th ACM Conference on User Modeling, Adaptation and Personalization, 2021

Interactivity, Fairness and Explanations in Recommendations.
Proceedings of the Adjunct Publication of the 29th ACM Conference on User Modeling, 2021

Ranking Papers by their Short-Term Scientific Impact.
Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

Discovering Mixture-Based Best Regions of Arbitrary Shapes.
Proceedings of the SIGSPATIAL '21: 29th International Conference on Advances in Geographic Information Systems, 2021

Ranking Papers by Expected Short-Term Impact.
Proceedings of the Predicting the Dynamics of Research Impact, 2021

2020
The Fourth ACM SIGSPATIAL Workshop on Location-Based Recommendations, Geosocial Networks and Geoadvertising: online event - November 3, 2020: LocalRec 2020 workshop report.
ACM SIGSPATIAL Special, 2020

Fairness and Diversity in Social-Based Recommender Systems.
Proceedings of the Adjunct Publication of the 28th ACM Conference on User Modeling, 2020

Building User Trust in Recommendations via Fairness and Explanations.
Proceedings of the Adjunct Publication of the 28th ACM Conference on User Modeling, 2020

A Decentralized Recommendation Engine in the Social Internet of Things.
Proceedings of the Adjunct Publication of the 28th ACM Conference on User Modeling, 2020

DANOS: A Human-Centered Decentralized Simulator in SIOT.
Proceedings of the Adjunct Publication of the 28th ACM Conference on User Modeling, 2020

A recommender system for investing in early-stage enterprises.
Proceedings of the SAC '20: The 35th ACM/SIGAPP Symposium on Applied Computing, online event, [Brno, Czech Republic], March 30, 2020

Designing a recommender system for board games.
Proceedings of the SAC '20: The 35th ACM/SIGAPP Symposium on Applied Computing, online event, [Brno, Czech Republic], March 30, 2020

Databases and Information Systems in the AI Era: Contributions from ADBIS, TPDL and EDA 2020 Workshops and Doctoral Consortium.
Proceedings of the ADBIS, TPDL and EDA 2020 Common Workshops and Doctoral Consortium, 2020

2019
LocalRec 2019 workshop report: The Third ACM SIGSPATIAL Workshop on Location-Based Recommendations, Geosocial Networks and Geoadvertising: Chicago, Illinois, USA - November 5, 2019.
ACM SIGSPATIAL Special, 2019

The Role of Activity and Similarity in Rating and Social Behavior in Social Recommender Systems.
Int. J. Artif. Intell. Tools, 2019

Modeling Uncertainty in Group Recommendations.
Proceedings of the Adjunct Publication of the 27th Conference on User Modeling, 2019

Diversity and Novelty in Social-Based Collaborative Filtering.
Proceedings of the 27th ACM Conference on User Modeling, Adaptation and Personalization, 2019

The Impact of Social Connections in Personalization.
Proceedings of the Adjunct Publication of the 27th Conference on User Modeling, 2019

Top-N group recommendations with fairness.
Proceedings of the 34th ACM/SIGAPP Symposium on Applied Computing, 2019

A Common Approach for Consumer and Provider Fairness in Recommendations.
Proceedings of ACM RecSys 2019 Late-Breaking Results co-located with the 13th ACM Conference on Recommender Systems, 2019

Defining and measuring fairness in location recommendations.
Proceedings of the 3rd ACM SIGSPATIAL International Workshop on Location-based Recommendations, 2019

2018
LocalRec 2018 workshop report the second ACM SIGSPATIAL workshop on recommendations for location-based services and social networks<sup>*</sup> Seattle, Washington, USA - November 6, 2018.
ACM SIGSPATIAL Special, 2018

Mining User Behavior in Social Recommender Systems.
Proceedings of the 8th International Conference on Web Intelligence, Mining and Semantics, 2018

Selecting representative and diverse spatio-textual posts over sliding windows.
Proceedings of the 30th International Conference on Scientific and Statistical Database Management, 2018

Efficient progressive and diversified top-k best region search.
Proceedings of the 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2018

2017
Localrec 2017 workshop report: the First ACM SIGSPATIAL Workshop on Recommendations for Location-Based Services and Social Networks: Redondo Beach, California, USA - November 7, 2017.
ACM SIGSPATIAL Special, 2017

Snapshot and continuous points-based trajectory search.
GeoInformatica, 2017

Group Recommendations by Learning Rating Behavior.
Proceedings of the 25th Conference on User Modeling, Adaptation and Personalization, 2017

Continuous Summarization of Streaming Spatio-Textual Posts.
Proceedings of the 25th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2017

Finding The Most Preferred Path.
Proceedings of the 25th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2017

Inferring Venue Visits from GPS Trajectories.
Proceedings of the 25th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2017

Finding Socio-Textual Associations Among Locations.
Proceedings of the 20th International Conference on Extending Database Technology, 2017

μTOP: Spatio-Temporal Detection and Summarization of Locally Trending Topics in Microblog Posts.
Proceedings of the 20th International Conference on Extending Database Technology, 2017

2016
Finding desirable objects under group categorical preferences.
Knowl. Inf. Syst., 2016

Keyword-based retrieval of frequent location sets in geotagged photo trails.
Proceedings of the 8th ACM Conference on Web Science, 2016

Coverage and diversity aware top-k query for spatio-temporal posts.
Proceedings of the 24th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, GIS 2016, Burlingame, California, USA, October 31, 2016

High Performance Parallel Summed-Area Table Kernels for Multi-core and Many-core Systems.
Proceedings of the Euro-Par 2016: Parallel Processing, 2016

Identifying and Describing Streets of Interest.
Proceedings of the 19th International Conference on Extending Database Technology, 2016

2015
Efficient Point-Based Trajectory Search.
Proceedings of the Advances in Spatial and Temporal Databases, 2015

LocalRec'15: Workshop on Location-Aware Recommendations.
Proceedings of the 9th ACM Conference on Recommender Systems, 2015

Spatial cohesion queries.
Proceedings of the 23rd SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2015

Learning the Role and Behavior of Users in Group Decision Making.
Proceedings of the 2nd International Workshop on Decision Making and Recommender Systems, 2015

2014
MR-microT: a MapReduce-based MicroRNA target prediction method.
Proceedings of the Conference on Scientific and Statistical Database Management, 2014

Efficient Identification of the Highest Diversity Gain Object.
Proceedings of the Information Search, Integration and Personalization, 2014

Continuous monitoring of nearest trajectories.
Proceedings of the 22nd ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2014

Regionally influential users in location-aware social networks.
Proceedings of the 22nd ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2014

RIPPLE: A Scalable Framework for Distributed Processing of Rank Queries.
Proceedings of the 17th International Conference on Extending Database Technology, 2014

A Study on External Memory Scan-Based Skyline Algorithms.
Proceedings of the Database and Expert Systems Applications, 2014

Reconciling Multiple Categorical Preferences with Double Pareto-Based Aggregation.
Proceedings of the Database Systems for Advanced Applications, 2014

2013
Index-based query processing on distributed multidimensional data.
GeoInformatica, 2013

Routing directions: keeping it fast and simple.
Proceedings of the 21st SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2013

2012
Approximate regional sequence matching for genomic databases.
VLDB J., 2012

Evaluating Path Queries over Frequently Updated Route Collections.
IEEE Trans. Knowl. Data Eng., 2012

Diachronic linked data: towards long-term preservation of structured interrelated information.
Proceedings of the International Workshop on Open Data, 2012

Majority-Rule-Based Web Service Selection.
Proceedings of the Web Information Systems Engineering - WISE 2012, 2012

2011
MIDAS: Multi-attribute Indexing for Distributed Architecture Systems.
Proceedings of the Advances in Spatial and Temporal Databases, 2011

Dynamic Pickup and Delivery with Transfers.
Proceedings of the Advances in Spatial and Temporal Databases, 2011

On enhancing scalability for distributed RDF/S stores.
Proceedings of the EDBT 2011, 2011

2010
Ranking and Clustering Web Services Using Multicriteria Dominance Relationships.
IEEE Trans. Serv. Comput., 2010

k-Anonymity in the Presence of External Databases.
IEEE Trans. Knowl. Data Eng., 2010

Probabilistic contextual skylines.
Proceedings of the 26th International Conference on Data Engineering, 2010

2009
Hierarchically compressed wavelet synopses.
VLDB J., 2009

Partially materialized digest scheme: an efficient verification method for outsourced databases.
VLDB J., 2009

Evaluating Reachability Queries over Path Collections.
Proceedings of the Scientific and Statistical Database Management, 2009

Topologically Sorted Skylines for Partially Ordered Domains.
Proceedings of the 25th International Conference on Data Engineering, 2009

Top-<i>k</i> dominant web services under multi-criteria matching.
Proceedings of the EDBT 2009, 2009

2008
Caching Dynamic Skyline Queries.
Proceedings of the Scientific and Statistical Database Management, 2008

Efficient Semantic Web Service Discovery in Centralized and P2P Environments.
Proceedings of the Semantic Web - ISWC 2008, 7th International Semantic Web Conference, 2008

Serving the Sky: Discovering and Selecting Semantic Web Services through Dynamic Skyline Queries.
Proceedings of the 2th IEEE International Conference on Semantic Computing (ICSC 2008), 2008

On-line discovery of hot motion paths.
Proceedings of the EDBT 2008, 2008

2007
Continuous Medoid Queries over Moving Objects.
Proceedings of the Advances in Spatial and Temporal Databases, 2007

Exploiting duality in summarization with deterministic guarantees.
Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2007

2006
Constructing Optimal Wavelet Synopses.
Proceedings of the Current Trends in Database Technology - EDBT 2006, 2006

Fast Approximate Wavelet Tracking on Streams.
Proceedings of the Advances in Database Technology, 2006

A study on workload-aware wavelet synopses for point and range-sum queries.
Proceedings of the DOLAP 2006, 2006

2005
Hybrid Query and Data Ordering for Fast and Progressive Range-Aggregate Query Answering.
Int. J. Data Warehous. Min., 2005

SHIFT-SPLIT: I/O Efficient Maintenance of Wavelet-Transformed Multidimensional Data.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2005


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