Aristides Gionis
Professor, Machine learning, probabilistic modeling and data mining at Aalto University School of Business
Schools
- Aalto University School of Business
Links
Biography
Aalto University School of Business
Peer-reviewed scientific articles
Journal article-refereed, Original researchBump Hunting in the Dark Local Discrepancy Maximization on Graphs
Gionis, Aristides; Mathioudakis, Michael; Ukkonen, Antti2017 in IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING (IEEE Computer Society)ISSN: 1041-4347Discovering recurring activity in temporal networks
Kostakis, Orestis; Tatti, Nikolaj; Gionis, Aristides2017 in DATA MINING AND KNOWLEDGE DISCOVERY (SPRINGER)ISSN: 1384-5810Lagrangian relaxations for multiple network alignment
Malmi, Eric; Chawla, Sanjay; Gionis, Aristides2017 in DATA MINING AND KNOWLEDGE DISCOVERY (SPRINGER)ISSN: 1384-5810Finding dynamic dense subgraphs
Rozenshtein, Polina; Tatti, Nikolaj; Gionis, Aristides2017 in ACM Transactions on Knowledge Discovery from Data (Association for Computing Machinery (ACM))ISSN: 1556-4681Top-k overlapping densest subgraphs
Galbrun, Esther; Gionis, Aristides; Tatti, Nikolaj2016 in DATA MINING AND KNOWLEDGE DISCOVERY (SPRINGER)ISSN: 1384-5810Chromatic Correlation Clustering
Bonchi, Francesco; Gionis, Aristides; Gullo, Francesco; Tsourakakis, Charalampos E.; Ukkonen, Antti2015 in ACM Transactions on Knowledge Discovery from Data (Association for Computing Machinery (ACM))ISSN: 1556-4681Beyond rankings: comparing directed acyclic graphs
Malmi, Eric; Tatti, Nikolaj; Gionis, Aristides2015 in DATA MINING AND KNOWLEDGE DISCOVERY (SPRINGER)ISSN: 1384-5810Identity obfuscation in graphs through the information theoretic lens
Bonchi, Francesco; Gionis, Aristides; Tassa, Tamir2014 in INFORMATION SCIENCES (Elsevier Inc.)ISSN: 0020-0255Overlapping community detection in labeled graphs
Galbrun, Esther; Gionis, Aristides; Tatti, Nikolaj2014 in DATA MINING AND KNOWLEDGE DISCOVERY (SPRINGER)ISSN: 1384-5810Confidence bands for time series data
Korpela, Jussi; Puolamäki, Kai; Gionis, Aristides2014 in DATA MINING AND KNOWLEDGE DISCOVERY (SPRINGER)ISSN: 1384-5810Overlapping correlation clustering
Bonchi, Francesco; Gionis, Aristides; Ukkonen, Antti2013 in KNOWLEDGE AND INFORMATION SYSTEMS (Springer London)ISSN: 0219-1377Activity preserving graph simplification
Bonchi, Francesco; De Francisci Morales, Gianmarco; Gionis, Aristides; Ukkonen, Antti2013 in DATA MINING AND KNOWLEDGE DISCOVERY (SPRINGER)ISSN: 1384-5810Piggybacking on Social Networks
Gionis, Aristides; Junqueira, Flavio; Leroy, Vincent; Serafini, Marco; Weber, Ingmar2013 in Proceedings of the VLDB Endowment (PVLDB) (Very Large Data Base Endowment Inc.)ISSN: 2150-8097A Randomized Approximation Algorithm for Computing Bucket Orders
Ukkonen, Antti; Puolamäki, Kai; Gionis, Aristides; Mannila, Heikki2009 in INFORMATION PROCESSING LETTERS (Elsevier)Optimal segmentation using tree models
Gwadera, Robert; Gionis, Aristides; Mannila, Heikki2008 in KNOWLEDGE AND INFORMATION SYSTEMS (Springer London)Algorithms for unimodal segmentation with applications to unimodality detection
Haiminen, Niina; Gionis, Aristides; Laasonen, Kari2008 in KNOWLEDGE AND INFORMATION SYSTEMS (Springer London)ISSN: 0219-1377The Discrete Basis Problem
Miettinen, Pauli; Mielikainen, Taneli; Gionis, Aristides; Das, Gautam; Mannila, Heikki2008 in IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING (IEEE Computer Society)Clustering Aggregation (long version)
Gionis, A.; Mannila, H.; Tsaparas, P.2007 in ACM Transactions on Knowledge Discovery from Data (Association for Computing Machinery (ACM))Assessing Data Mining Results via Swap Randomization
Gionis, A.; Mannila, H.; Mielikainen, T.; Tsaparas, P.2007 in ACM Transactions on Knowledge Discovery from Data (Association for Computing Machinery (ACM))
Bump Hunting in the Dark Local Discrepancy Maximization on Graphs
Gionis, Aristides; Mathioudakis, Michael; Ukkonen, Antti
2017 in IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING (IEEE Computer Society)ISSN: 1041-4347
Discovering recurring activity in temporal networks
Kostakis, Orestis; Tatti, Nikolaj; Gionis, Aristides
2017 in DATA MINING AND KNOWLEDGE DISCOVERY (SPRINGER)ISSN: 1384-5810
Lagrangian relaxations for multiple network alignment
Malmi, Eric; Chawla, Sanjay; Gionis, Aristides
2017 in DATA MINING AND KNOWLEDGE DISCOVERY (SPRINGER)ISSN: 1384-5810
Finding dynamic dense subgraphs
Rozenshtein, Polina; Tatti, Nikolaj; Gionis, Aristides
2017 in ACM Transactions on Knowledge Discovery from Data (Association for Computing Machinery (ACM))ISSN: 1556-4681
Top-k overlapping densest subgraphs
Galbrun, Esther; Gionis, Aristides; Tatti, Nikolaj
2016 in DATA MINING AND KNOWLEDGE DISCOVERY (SPRINGER)ISSN: 1384-5810
Chromatic Correlation Clustering
Bonchi, Francesco; Gionis, Aristides; Gullo, Francesco; Tsourakakis, Charalampos E.; Ukkonen, Antti
2015 in ACM Transactions on Knowledge Discovery from Data (Association for Computing Machinery (ACM))ISSN: 1556-4681
Beyond rankings: comparing directed acyclic graphs
Malmi, Eric; Tatti, Nikolaj; Gionis, Aristides
2015 in DATA MINING AND KNOWLEDGE DISCOVERY (SPRINGER)ISSN: 1384-5810
Identity obfuscation in graphs through the information theoretic lens
Bonchi, Francesco; Gionis, Aristides; Tassa, Tamir
2014 in INFORMATION SCIENCES (Elsevier Inc.)ISSN: 0020-0255
Overlapping community detection in labeled graphs
Galbrun, Esther; Gionis, Aristides; Tatti, Nikolaj
2014 in DATA MINING AND KNOWLEDGE DISCOVERY (SPRINGER)ISSN: 1384-5810
Confidence bands for time series data
Korpela, Jussi; Puolamäki, Kai; Gionis, Aristides
2014 in DATA MINING AND KNOWLEDGE DISCOVERY (SPRINGER)ISSN: 1384-5810
Overlapping correlation clustering
Bonchi, Francesco; Gionis, Aristides; Ukkonen, Antti
2013 in KNOWLEDGE AND INFORMATION SYSTEMS (Springer London)ISSN: 0219-1377
Activity preserving graph simplification
Bonchi, Francesco; De Francisci Morales, Gianmarco; Gionis, Aristides; Ukkonen, Antti
2013 in DATA MINING AND KNOWLEDGE DISCOVERY (SPRINGER)ISSN: 1384-5810
Piggybacking on Social Networks
Gionis, Aristides; Junqueira, Flavio; Leroy, Vincent; Serafini, Marco; Weber, Ingmar
2013 in Proceedings of the VLDB Endowment (PVLDB) (Very Large Data Base Endowment Inc.)ISSN: 2150-8097
A Randomized Approximation Algorithm for Computing Bucket Orders
Ukkonen, Antti; Puolamäki, Kai; Gionis, Aristides; Mannila, Heikki
2009 in INFORMATION PROCESSING LETTERS (Elsevier)Optimal segmentation using tree models
Gwadera, Robert; Gionis, Aristides; Mannila, Heikki
2008 in KNOWLEDGE AND INFORMATION SYSTEMS (Springer London)Algorithms for unimodal segmentation with applications to unimodality detection
Haiminen, Niina; Gionis, Aristides; Laasonen, Kari
2008 in KNOWLEDGE AND INFORMATION SYSTEMS (Springer London)ISSN: 0219-1377
The Discrete Basis Problem
Miettinen, Pauli; Mielikainen, Taneli; Gionis, Aristides; Das, Gautam; Mannila, Heikki
2008 in IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING (IEEE Computer Society)Clustering Aggregation (long version)
Gionis, A.; Mannila, H.; Tsaparas, P.
2007 in ACM Transactions on Knowledge Discovery from Data (Association for Computing Machinery (ACM))Assessing Data Mining Results via Swap Randomization
Gionis, A.; Mannila, H.; Mielikainen, T.; Tsaparas, P.
2007 in ACM Transactions on Knowledge Discovery from Data (Association for Computing Machinery (ACM))Conference proceedingsA combinatorial approach to role discovery
Arockiasamy, Albert; Gionis, Aristides; Tatti, Nikolaj2017 in IEEE International Conference on Data Mining (Institute of Electrical and Electronics Engineers Inc.)ISBN: 9781509054725ISSN: 1550-4786Where could we go? Recommendations for groups in location-based social networks
Ayala-Gomez, Frederick; Daróczy, Bálint; Mathioudakis, Michael; Benczúr, András; Gionis, Aristides2017 ISBN: 9781450348966Reducing controversy by connecting opposing views
Garimella, Kiran; De Francisci Morales, Gianmarco; Gionis, Aristides; Mathioudakis, Michael2017 ISBN: 9781450346757Inferring the strength of social ties A community-driven approach
Rozenshtein, Polina; Tatti, Nikolaj; Gionis, Aristides2017 ISBN: 9781450348874Discovering the network backbone from traffic activity data
Chawla, Sanjay; Garimella, Kiran; Gionis, Aristides; Tsang, Dominic2016 in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Springer-Verlag)ISBN: 978-3-319-31752-6ISSN: 0302-9743Streaming similarity self-join
De Francisci Morales, Gianmarco; Gionis, Aristides2016 in Proceedings of the VLDB endowment (ASSOCIATION FOR COMPUTING MACHINERY)ISSN: 2150-8097Quantifying controversy in social media
Garimella, Venkata; De Francisci Morales, Gianmarco; Gionis, Aristides; Mathioudakis, Michael2016 ISBN: 978-1-4503-3716-8Exploring controversy in Twitter
Garimella, Venkata; Mathioudakis, Michail; De Francisci Morales, Gianmarco; Gionis, Aristides2016 ISBN: 978-1-4503-3950-6Auctioning Data for Learning
Koutsopoulos, Iordanis; Gionis, Aristides; Halkidi, Maria2016 ISBN: 9781467384926Extracting skill endorsements from personal communication data
Mallenahalli Shankara Lingappa, Darshan; De Fransicsi Morales, Gianmarco; Gionis, Aristides2016 ISBN: 9781450340731DopeLearning A computational approach to rap lyrics generation
Malmi, Eric; Takala, Pyry; Toivonen, Hannu; Raiko, Tapani; Gionis, Aristides2016 ISBN: 9781450342322Absorbing random-walk centrality Theory and algorithms
Mavroforakis, Charalampos; Mathioudakis, Michael; Gionis, Aristides2016 ISBN: 9781467395038ISSN: 1550-4786Temporal PageRank
Rozenshtein, Polina; Gionis, Aristides2016 in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Springer Verlag)ISBN: 9783319462264ISSN: 0302-9743Reconstructing an epidemic over time
Rozenshtein, Polina; Gionis, Aristides; Prakash, B. Aditya; Vreeken, Jilles2016 ISBN: 9781450342322Discovering topically- and temporally-coherent events in interaction networks
Xiao, Han; Rozenshtein, Polina; Gionis, Aristides2016 in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Springer Verlag)ISBN: 9783319462264ISSN: 0302-9743A kernel-learning approach to semi-supervised clustering with relative distance comparisons
Amid, Ehsan; Gionis, Aristides; Ukkonen, Antti2015 ISBN: 978-3-319-23527-1ISSN: 0302-9743Covering the egonet: A crowdsourcing approach to social circle discovery on twitter
Dykstra, Karmen; Lijffijt, Jefrey; Gionis, Aristides2015 ISBN: 978-1-57735-733-9Scalable Facility Location for Massive Graphs on Pregel-like Systems
Garimella, Venkata Rama Kiran; De Francisci Morales, Gianmarco; Gionis, Aristides; Sozio, Mauro2015 ISBN: 978-1-4503-3794-6Bump Hunting in the Dark: Local Discrepancy Maximization on Graphs
Gionis, Aristides; Mathioudakis, Michael; Ukkonen, Antti2015 ISBN: 978-1-4799-7964-6Subsequence Search in Event-Interval Sequences
Kostakis, Orestis; Gionis, Aristides2015 ISBN: 978-1-4503-3621-5Maintaining sliding-window neighborhood profiles in interaction networks
Kumar, Rohit; Calders, Toon; Gionis, Aristides; Tatti, Nikolaj2015 in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Springer Verlag)ISBN: 9783319235240ISSN: 0302-9743Where is the Soho of Rome?Measures and algorithms for finding similar neighborhoods in cities
Le Falher, Geraud; Gionis, Aristides; Mathioudakis, Michael2015 ISBN: 978-1-57735-733-9ISSN: 2162-3449The blind leading the blind Network-based location estimation under uncertainty
Malmi, Eric; Solin, Arno; Gionis, Aristides2015 in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (SPRINGER)ISBN: 978-3-319-23524-0ISSN: 0302-9743Density-friendly Graph Decomposition
Tatti, Nikolaj; Gionis, Aristides2015 ISBN: 978-1-4503-3469-3Distance oracles in edge-labeled graphs
Bonchi, Francesco; Gionis, Aristides; Gullo, Francesco; Ukkonen, Antti2014 Customized tour recommendations in urban areas
Gionis, Aristides; Lappas, Theodoros; Pelechrinis, Konstantinos; Terzi, Evimaria2014 ISBN: 978-1-4503-2351-2Fast Reliability Search in Uncertain Graphs
Khan, Arijit; Bonchi, Francesco; Gionis, Aristides; Gullo, Francesco2014 ISBN: 978-3-89318065-3Event detection in activity networks
Rozenshtein, Polina; Anagnostopoulos, Aris; Gionis, Aristides; Tatti, Nikolaj2014 ISBN: 978-1-4503-2956-9Discovering Dynamic Communities in Interaction Networks
Rozenshtein, Polina; Tatti, Nikolaj; Gionis, Aristides2014 ISBN: 978-3-662-44850-2Structured Prediction of Network Response
Su, Hongyu; Gionis, Aristides; Rousu, Juho2014 ISSN: 1938-7228k-means--: A Unified Approach to Clustering and Outlier Detection
Chawla, Sanjay; Gionis, Aristides2013 ISBN: 978-1-61197-262-7Learning to question: leveraging user preferences for shopping advice
Das, Mahashweta; Morales, Gianmarco De Francisci; Gionis, Aristides; Weber, Ingmar2013 ISBN: 978-1-4503-2174-7Opinion Maximization in Social Networks
Gionis, Aristides; Terzi, Evimaria; Tsaparas, Panayiotis2013 ISBN: 978-1-61197-262-7STRIP: stream learning of influence probabilities
Kutzkov, Konstantin; Bifet, Albert; Bonchi, Francesco; Gionis, Aristides2013 ISBN: 978-1-4503-2174-7Measuring and Summarizing Movement in Microblog Postings
Ruiz, Eduardo J.; Hristidis, Vagelis; Castillo, Carlos; Gionis, Aristides2013 ISBN: 978-1-57735-610-3Discovering Nested Communities
Tatti, Nikolaj; Gionis, Aristides2013 ISBN: 978-3-642-40990-5Denser than the densest subgraph: extracting optimal quasi-cliques with quality guarantees
Tsourakakis, Charalampos; Bonchi, Francesco; Gionis, Aristides; Gullo, Francesco; Tsiarli, Maria A.2013 ISBN: 978-1-4503-2174-7Identity obfuscation in graphs through the information theoretic lens
Bonchi, Francesco; Gionis, Aristides; Tassa, Tamir2011 in International Conference on Data Engineering (ASSOCIATION FOR COMPUTING MACHINERY)ISBN: 978-1-4244-8958-9ISSN: 2375-0286A Shapley-value Approach for Influence Attribution
Papapetrou, Panagiotis; Gionis, Aristides; Mannila, Heikki2011 Evaluating Query Result Significance in Databases via Randomizations
Ojala, Markus; Garriga, Gemma; Gionis, Aristides; Mannila, Heikki2010 Recurrent predictive models for sequence segmentation
Hyvonen, S.; Gionis, A.; Mannila, H.2007 Segmentation and Dimensionality Reduction
Bingham, E.; Gionis, A.; Haiminen, N.; Hiisilä, H.; Mannila, H.; Terzi, E.2006 Algorithms for Discovering Bucket Orders from Data
Gionis, Aristides; Mannila, Heikki; Puolamäki, Kai; Ukkonen, Antti2006 Assessing Data Mining Results via Swap Randomization
Gionis, A.; Mannila, H.; Mielikäinen, T.; Tsaparas, P.2006 Optimal Segmentation using Tree Models
Gwadera, R.; Gionis, A.; Mannila, H.2006 The Discrete Basis Problem
Miettinen, P.; Mielikäinen, T.; Gionis, A.; Das, G.; Mannila, H.2006 What is the dimension of your binary data?
Tatti, N.; Mielikänen, T.; Gionis, A.; Mannila, H.2006 Mining Chains of Relations
Afrati, F.; Das, G.; Gionis, A.; Mannila, H.; Mielikäinen, T.; Tsaparas, P.2005 Clustering Aggregation
Gionis, A.; Mannila, H.; Tsaparas, P.2005 Parameter-Free Spatial Data Mining Using MDL
Papadimitriou, S.; Gionis, A.; Tsaparas, P.; Vaisanen, R.A.; Mannila, H.; Faloutsos, C.2005 Approximating a Collection of Frequent Sets
Afrati, F.; Gionis, A.; Mannila, H.2004 Geometric and Combinatorial Tiles in 0-1 Data
Gionis, A.; Mannila, H.; Seppänen, J.K.2004 Clustered Segmentations
Gionis, A.; Mannila, H.; Terzi, E.2004 Finding Recurrent Sources in Sequences
Gionis, A.; Mannila, Heikki2003 Fragments of Order
Gionis, A.; Kujala, T.; Mannila, Heikki2003
A combinatorial approach to role discovery
Arockiasamy, Albert; Gionis, Aristides; Tatti, Nikolaj
2017 in IEEE International Conference on Data Mining (Institute of Electrical and Electronics Engineers Inc.)ISBN: 9781509054725
ISSN: 1550-4786
Where could we go? Recommendations for groups in location-based social networks
Ayala-Gomez, Frederick; Daróczy, Bálint; Mathioudakis, Michael; Benczúr, András; Gionis, Aristides
2017 ISBN: 9781450348966
Reducing controversy by connecting opposing views
Garimella, Kiran; De Francisci Morales, Gianmarco; Gionis, Aristides; Mathioudakis, Michael
2017 ISBN: 9781450346757
Inferring the strength of social ties A community-driven approach
Rozenshtein, Polina; Tatti, Nikolaj; Gionis, Aristides
2017 ISBN: 9781450348874
Discovering the network backbone from traffic activity data
Chawla, Sanjay; Garimella, Kiran; Gionis, Aristides; Tsang, Dominic
2016 in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Springer-Verlag)ISBN: 978-3-319-31752-6
ISSN: 0302-9743
Streaming similarity self-join
De Francisci Morales, Gianmarco; Gionis, Aristides
2016 in Proceedings of the VLDB endowment (ASSOCIATION FOR COMPUTING MACHINERY)ISSN: 2150-8097
Quantifying controversy in social media
Garimella, Venkata; De Francisci Morales, Gianmarco; Gionis, Aristides; Mathioudakis, Michael
2016 ISBN: 978-1-4503-3716-8
Exploring controversy in Twitter
Garimella, Venkata; Mathioudakis, Michail; De Francisci Morales, Gianmarco; Gionis, Aristides
2016 ISBN: 978-1-4503-3950-6
Auctioning Data for Learning
Koutsopoulos, Iordanis; Gionis, Aristides; Halkidi, Maria
2016 ISBN: 9781467384926
Extracting skill endorsements from personal communication data
Mallenahalli Shankara Lingappa, Darshan; De Fransicsi Morales, Gianmarco; Gionis, Aristides
2016 ISBN: 9781450340731
DopeLearning A computational approach to rap lyrics generation
Malmi, Eric; Takala, Pyry; Toivonen, Hannu; Raiko, Tapani; Gionis, Aristides
2016 ISBN: 9781450342322
Absorbing random-walk centrality Theory and algorithms
Mavroforakis, Charalampos; Mathioudakis, Michael; Gionis, Aristides
2016 ISBN: 9781467395038
ISSN: 1550-4786
Temporal PageRank
Rozenshtein, Polina; Gionis, Aristides
2016 in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Springer Verlag)ISBN: 9783319462264
ISSN: 0302-9743
Reconstructing an epidemic over time
Rozenshtein, Polina; Gionis, Aristides; Prakash, B. Aditya; Vreeken, Jilles
2016 ISBN: 9781450342322
Discovering topically- and temporally-coherent events in interaction networks
Xiao, Han; Rozenshtein, Polina; Gionis, Aristides
2016 in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Springer Verlag)ISBN: 9783319462264
ISSN: 0302-9743
A kernel-learning approach to semi-supervised clustering with relative distance comparisons
Amid, Ehsan; Gionis, Aristides; Ukkonen, Antti
2015 ISBN: 978-3-319-23527-1
ISSN: 0302-9743
Covering the egonet: A crowdsourcing approach to social circle discovery on twitter
Dykstra, Karmen; Lijffijt, Jefrey; Gionis, Aristides
2015 ISBN: 978-1-57735-733-9
Scalable Facility Location for Massive Graphs on Pregel-like Systems
Garimella, Venkata Rama Kiran; De Francisci Morales, Gianmarco; Gionis, Aristides; Sozio, Mauro
2015 ISBN: 978-1-4503-3794-6
Bump Hunting in the Dark: Local Discrepancy Maximization on Graphs
Gionis, Aristides; Mathioudakis, Michael; Ukkonen, Antti
2015 ISBN: 978-1-4799-7964-6
Subsequence Search in Event-Interval Sequences
Kostakis, Orestis; Gionis, Aristides
2015 ISBN: 978-1-4503-3621-5
Maintaining sliding-window neighborhood profiles in interaction networks
Kumar, Rohit; Calders, Toon; Gionis, Aristides; Tatti, Nikolaj
2015 in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Springer Verlag)ISBN: 9783319235240
ISSN: 0302-9743
Where is the Soho of Rome?Measures and algorithms for finding similar neighborhoods in cities
Le Falher, Geraud; Gionis, Aristides; Mathioudakis, Michael
2015 ISBN: 978-1-57735-733-9
ISSN: 2162-3449
The blind leading the blind Network-based location estimation under uncertainty
Malmi, Eric; Solin, Arno; Gionis, Aristides
2015 in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (SPRINGER)ISBN: 978-3-319-23524-0
ISSN: 0302-9743
Density-friendly Graph Decomposition
Tatti, Nikolaj; Gionis, Aristides
2015 ISBN: 978-1-4503-3469-3
Distance oracles in edge-labeled graphs
Bonchi, Francesco; Gionis, Aristides; Gullo, Francesco; Ukkonen, Antti
2014 Customized tour recommendations in urban areas
Gionis, Aristides; Lappas, Theodoros; Pelechrinis, Konstantinos; Terzi, Evimaria
2014 ISBN: 978-1-4503-2351-2
Fast Reliability Search in Uncertain Graphs
Khan, Arijit; Bonchi, Francesco; Gionis, Aristides; Gullo, Francesco
2014 ISBN: 978-3-89318065-3
Event detection in activity networks
Rozenshtein, Polina; Anagnostopoulos, Aris; Gionis, Aristides; Tatti, Nikolaj
2014 ISBN: 978-1-4503-2956-9
Discovering Dynamic Communities in Interaction Networks
Rozenshtein, Polina; Tatti, Nikolaj; Gionis, Aristides
2014 ISBN: 978-3-662-44850-2
Structured Prediction of Network Response
Su, Hongyu; Gionis, Aristides; Rousu, Juho
2014 ISSN: 1938-7228
k-means--: A Unified Approach to Clustering and Outlier Detection
Chawla, Sanjay; Gionis, Aristides
2013 ISBN: 978-1-61197-262-7
Learning to question: leveraging user preferences for shopping advice
Das, Mahashweta; Morales, Gianmarco De Francisci; Gionis, Aristides; Weber, Ingmar
2013 ISBN: 978-1-4503-2174-7
Opinion Maximization in Social Networks
Gionis, Aristides; Terzi, Evimaria; Tsaparas, Panayiotis
2013 ISBN: 978-1-61197-262-7
STRIP: stream learning of influence probabilities
Kutzkov, Konstantin; Bifet, Albert; Bonchi, Francesco; Gionis, Aristides
2013 ISBN: 978-1-4503-2174-7
Measuring and Summarizing Movement in Microblog Postings
Ruiz, Eduardo J.; Hristidis, Vagelis; Castillo, Carlos; Gionis, Aristides
2013 ISBN: 978-1-57735-610-3
Discovering Nested Communities
Tatti, Nikolaj; Gionis, Aristides
2013 ISBN: 978-3-642-40990-5
Denser than the densest subgraph: extracting optimal quasi-cliques with quality guarantees
Tsourakakis, Charalampos; Bonchi, Francesco; Gionis, Aristides; Gullo, Francesco; Tsiarli, Maria A.
2013 ISBN: 978-1-4503-2174-7
Identity obfuscation in graphs through the information theoretic lens
Bonchi, Francesco; Gionis, Aristides; Tassa, Tamir
2011 in International Conference on Data Engineering (ASSOCIATION FOR COMPUTING MACHINERY)ISBN: 978-1-4244-8958-9
ISSN: 2375-0286
A Shapley-value Approach for Influence Attribution
Papapetrou, Panagiotis; Gionis, Aristides; Mannila, Heikki
2011 Evaluating Query Result Significance in Databases via Randomizations
Ojala, Markus; Garriga, Gemma; Gionis, Aristides; Mannila, Heikki
2010 Recurrent predictive models for sequence segmentation
Hyvonen, S.; Gionis, A.; Mannila, H.
2007 Segmentation and Dimensionality Reduction
Bingham, E.; Gionis, A.; Haiminen, N.; Hiisilä, H.; Mannila, H.; Terzi, E.
2006 Algorithms for Discovering Bucket Orders from Data
Gionis, Aristides; Mannila, Heikki; Puolamäki, Kai; Ukkonen, Antti
2006 Assessing Data Mining Results via Swap Randomization
Gionis, A.; Mannila, H.; Mielikäinen, T.; Tsaparas, P.
2006 Optimal Segmentation using Tree Models
Gwadera, R.; Gionis, A.; Mannila, H.
2006 The Discrete Basis Problem
Miettinen, P.; Mielikäinen, T.; Gionis, A.; Das, G.; Mannila, H.
2006 What is the dimension of your binary data?
Tatti, N.; Mielikänen, T.; Gionis, A.; Mannila, H.
2006 Mining Chains of Relations
Afrati, F.; Das, G.; Gionis, A.; Mannila, H.; Mielikäinen, T.; Tsaparas, P.
2005 Clustering Aggregation
Gionis, A.; Mannila, H.; Tsaparas, P.
2005 Parameter-Free Spatial Data Mining Using MDL
Papadimitriou, S.; Gionis, A.; Tsaparas, P.; Vaisanen, R.A.; Mannila, H.; Faloutsos, C.
2005 Approximating a Collection of Frequent Sets
Afrati, F.; Gionis, A.; Mannila, H.
2004 Geometric and Combinatorial Tiles in 0-1 Data
Gionis, A.; Mannila, H.; Seppänen, J.K.
2004 Clustered Segmentations
Gionis, A.; Mannila, H.; Terzi, E.
2004 Finding Recurrent Sources in Sequences
Gionis, A.; Mannila, Heikki
2003 Fragments of Order
Gionis, A.; Kujala, T.; Mannila, Heikki
2003 Publications intended for professional communities
Published development or research reportActive network alignment: a matching-based approach
Malmi, Eric; Terzi, Evimaria; Gionis, Aristides2016 Searching the Wikipedia with Contextual Information
Ukkonen, Antti; Castillo, Carlos; Donato, Debora; Gionis, Aristides2008
Active network alignment: a matching-based approach
Malmi, Eric; Terzi, Evimaria; Gionis, Aristides
2016 Searching the Wikipedia with Contextual Information
Ukkonen, Antti; Castillo, Carlos; Donato, Debora; Gionis, Aristides
2008 Videos
Aristides Gionis: "Data analysis for smart living"
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Francesco Moro
Expertise Regions Africa Balkans Guatemala South Africa Western Europe Topics Ethnic Conflict Nation-building and Democratization Strategic and Security Issues Languages French Italian Background and Education Assistant Professor of Political Science, University of Bologna. Adjunct Pro...
Zawadi Lemayian
Area of Expertise: Accounting, Financial Reporting, Regulation, Banking and Financial Institutions, Banking and Financial Institutions Research Interests: Fixed income markets, Taxation, Banking, Disclosure Awards/Honors: Sloan Sarofim Fellowship (2009-2013), MIT, 2009 Zawadi Le...
Gergana Nenkov
EDUCATION Ph.D., University of Pittsburgh Katz Business School B.A., American University in Bulgaria EXPERTISE/RESEARCH INTERESTS Professor Gergana Y. Nenkov’s primary research objective is to understand how different modes of thinking about the future affect two aspects of consumers’ decisi...
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