Publikációk
2019
Tangent Space Separability in Feedforward Neural Networks
Kiadvány:
Beyond First Order ML workshop at NIPS 2019, Vancouver, Canada
Session Recommendation via Recurrent Neural Networks over Fisher Embedding Vectors
Kiadvány:
MDPI Sensors
The Applicability of On-Line Contextual Calibration to a Neural Network Based Monocular Collision Avoidance System on a UAV
Kiadvány:
The 5th IFAC Conference on Intelligent Control and Automation Science (ICONS 2019) IFAC
Maize yield prediction based on artificial intelligence using spatio-temporal data
Kiadvány:
The 12th European Conference on Precision Agriculture
MiStImm: an agent-based simulation tool to study the self-nonself discrimination of the adaptive immune response
Kiadvány:
Theoretical Biology and Medical Modelling, 16:9
Quantum Inspired Adaptive Boosting
Kiadvány:
Proceedings of the 11th Hungarian-Japanese Symposium on Discrete Mathematics and Its Applications, May 27 — 30, 2019, Tokyo, Japan, 2019
Translocatome: a novel resource for the analysis of protein translocation between cellular organelles
Kiadvány:
Nucleic Acids Research, Volume 47, Issue D1 (2019).
2018
Infrequent Item-to-Item Recommendation via Invariant Random Fields
Kiadvány:
MICAI 2018, Advances in Soft Computing, Springer LNAI 11288
Identifying patients with familial hypercholesterolemia using data mining methods in the Northern Great Plain region of Hungary
Kiadvány:
Atherosclerosis 277, 262-266
Global citation recommendation using knowledge graphs
Kiadvány:
Journal of Intelligent & Fuzzy Systems, vol. 34 (5), 3089-3100
The Dorsal Striatum and the Dynamics of the Consensus Connectomes in the Frontal Lobe of the Human Brain
Kiadvány:
Neuroscience Letters, Vol 673, pp. 51-55, (2018).
Comparative connectomics: Mapping the inter-individual variability of connections within the regions of the human brain
Kiadvány:
Neuroscience Letters, Vol 662, pp. 17-21, (2018).
Visual Novelty and Success in an Online Network of Designers
Kiadvány:
9th International Conference on Complex Systems, ICCS, 2018, Cambridge, MA, USA
And Now for Something Completely Different: Visual Novelty in an Online Network of Designers
Kiadvány:
In proceedings of 10th International ACM Web Science Conference 2018, Amsterdam, The Netherlands
Prediction and characterization of human ageing-related proteins by using machine learning
Kiadvány:
Scientific Reports, Vol 8, 4094 (2018).
2017
The braingraph.org database of high resolution structural connectomes and the brain graph tools
Kiadvány:
Cognitive Neurodynamics, Vol 11, Issue 5
Autoimmune T-cells induced by low dose immune checkpoint blockade could be a powerful therapeutic tool in cancer through activation of eliminative inflammation and immunity
Kiadvány:
Internal Medicine Review, Vol 3, No 4
The "Giant Virus Finder" Discovers an Abundance of Giant Viruses in the Antarctic Dry Valleys
Kiadvány:
Archives of Virology, Vol 162, Issue 6
Gender Outcome Disparities in an Online Community of Designers
Kiadvány:
3rd International Conference on Computational Social Science, Germany, IC2S2 2017
Real Flight Demonstration of Monocular Image-Based Aircraft Sense and Avoid
Kiadvány:
ERCIM News 110
Where Could We Go? Recommendations for Groups in Location-Based Social Networks
Kiadvány:
WebSci ’17, Troy, NY, USA
Soda pans of the Pannonian steppe harbor unique bacterial communities adapted to multiple extreme conditions
Kiadvány:
Extremophiles, Vol 21, Issue 3
Parameterizable Consensus Connectomes from the Human Connectome Project: The Budapest Reference Connectome Server v3.0
Kiadvány:
Cognitive Neurodynamics, 11(1), pp. 113-116
Why Do Men Get More Attention? Exploring Factors Behind Success in an Online Design Community
Kiadvány:
To appear in the Proceedings of the 11th International AAAI Conference on Weblogs and Social Media (ICWSM'17), Montreal, May, 2017.
Machine learning methods for multimedia information retrieval
Kiadvány:
Doctoral thesis, DOI: 10.15476/ELTE.2016.086
2016
How to Direct the Edges of the Connectomes: Dynamics of the Consensus Connectomes and the Development of the Connections in the Human Brain
Kiadvány:
PLOS ONE, 11(6): e0158680
Location-aware online learning for top-k recommendation
Kiadvány:
Pervasive and Mobile Computing
2015
Predicting User-specific Temporal Retweet Count Based on Network and Content Information
Kiadvány:
INRA workshop, RecSys 2015
Crowdsending based public transport information service in smart cities
Kiadvány:
Communications Magazine, IEEE 53 (8), 158-165
Statistical analysis of NOMAO customer votes for spots of France
Kiadvány:
Eur. Phys. J. B (2015) 88: 194
Solving RecSys Challenge 2015 by Linear Models, Gradient Boosted Trees and Metric Optimization
Kiadvány:
RecSys '15 Challenge
Machine Learning Based Session Drop Prediction in LTE Networks and its SON Aspects
Kiadvány:
5th International Workshop on Self-Organizing Networks IWSON at IEEE 81st Vehicular Technology Conference: VTC2015-Spring, 11-14 May , 2015, Glasgow
Temporally Evolving Models for Dynamic Networks
Kiadvány:
International Conference on Computational Social Science, Helsinki, June 2015
Text Classification Kernels for Quality Prediction over the C3 Data Set
Kiadvány:
The 5th International Workshop of Web Quality, Proceedings of the 24th International Conference on World Wide Web Companion, Florence, Italy 2015
Temporal influence over the Last.fm social network
Kiadvány:
Social Network Analysis and Mining (Springer)
2014
Algorithmic and Modeling techniques for Data Fusion
Kiadvány:
Presentation at Airbus
Distributed Frameworks for Alternating Least Squares (Poster presentation)
Kiadvány:
Large-Scale Recommender Systems in conjunction with RecSys 2014
Fully distributed robust singular value decomposition
Kiadvány:
Peer-to-Peer Computing (P2P), 14-th IEEE International Conference
Exploiting temporal influence in online recommendation
Kiadvány:
Proceedings of the 8th ACM Conference on Recommender systems
RecSys Challenge 2014: an ensemble of binary classifiers and matrix factorization
Kiadvány:
Proceedings of the 2014 Recommender Systems Challenge
The classification power of Web features
Kiadvány:
Internet Mathematics
2013
Real-time streaming mobility analytics
Kiadvány:
IEEE Big Data 2013
Temporal Wikipedia search by edits and linkage
Kiadvány:
SIGIR 2013 Workshop on Time-aware Information Access
”Big Data” Initiative as an IT Solution for Improved Operation and Maintenance of Wind Turbines
Kiadvány:
European Wind Energy Association (EWEA) Conference, “Make your vision reality”, 4-7. February, 2013, Vienna, Austria, S9.3, pp. 184-188.
Fisher kernels for image descriptors: a theoretical overview and experimental results
Kiadvány:
Annales Univ. Sci. Budapest., Sectio Computatorica special issue dedicated to Professors Zoltán Daróczy and Imre Kátai on the occasion of their 75th birthday
BoostingTree: Parallel Selection of Weak Learners in Boosting, with Application to Ranking
Kiadvány:
Machine Learning
Temporal influence over the Last.fm social network
Kiadvány:
The 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining ASONAM 2013 Niagara Falls, Canada, August 25-28, 2013
Cross-lingual web spam classification
Kiadvány:
The 3rd Joint WICOW/AIRWeb Workshop on Web Quality Rio de Janeiro, Brasil. May 13, 2013. Proceedigs of the 22nd international conference on World Wide Web companion
Real-time streaming mobility analytics
Kiadvány:
NetMob 2013 - Third conference on the Analysis of Mobile Phone Datasets. May 1-3, 2013, MIT, Boston, USA
2012
OWLAP - using OLAP approach in anomaly detection (Award: Good Support for the Data Preparation, Analysis, and Presentation Process)
Kiadvány:
IEEE Conference on Visual Analytics Science and Technology 2012 October 14 - 19, Seattle, WA, USA
Big Web Analytics: Toward a Virtual Web Observatory
Kiadvány:
ERCIM NEWS Number 89. 2012. April
The grand challenge of computer Go: Monte Carlo tree search and extensions.
Kiadvány:
Communications of the ACM 55(3): 106-113 (2012)
Cross-Lingual Data Quality for Knowledge Base Acceleration across Wikipedia Editions
Kiadvány:
Proceedings of the 10^th International Workshop on Quality in Databases (QDB 2012), Istanbul, Turkey, August 27, 2012.
SZTAKI @ ImageCLEF 2012 Photo Annotation
Kiadvány:
In Working Notes of the ImageCLEF 2011 Workshop at CLEF 2012 Conference, Rome, Italy
Content-based trust and bias classification via biclustering
Kiadvány:
Proceeding WebQuality '12 Proceedings of the 2nd Joint WICOW/AIRWeb Workshop on Web Quality Pages 41-47 ACM New York, NY, USA ©2012
Flexible and Efficient Distributed Resolution of Large Entities
Kiadvány:
T. Lukasiewicz and A. Sali (Eds.): FoIKS 2012, LNCS 7153
2011
Efficient Multi-Start Strategies for Local Search Algorithms
Kiadvány:
Journal of Artificial Intelligence Research, Volume 41, pages 407-444
Affordable Supercomputing for Data Mining Applications
Kiadvány:
Procedia Computer Science, Volume 7, 2011, Pages 136-138 Proceedings of the 2nd European Future Technologies Conference and Exhibition 2011 (FET 11). Elsevier
Temporal analysis for web spam detection: An overview
Kiadvány:
Proc. TWAW in conjunction with WWW 2011. CEUR Workshop Proceedings. 8 pages
City Sentinel VAST 2011 Mini Challenge 1 Award: Outstanding Integration of Computational and Visual Methods
Kiadvány:
IEEE VAST 2011 Symposium, part of VisWeek 2011. 2 pages.
Web spam classification: a few features worth more
Kiadvány:
WebQuality '11
Entity Resolution with Heavy Indexing
Kiadvány:
In Proceedings of the 2011 International Conference on Advances in Databases and Information Systems (ADBIS 2011), CEUR Workshop Proceedings
SZTAKI @ ImageCLEF 2011
Kiadvány:
In Working Notes of the ImageCLEF 2011 Workshop at CLEF 2011 Conference, Amsterdam, The Netherlands
Longitudinal Analytics on Web Archive Data: It's About Time!
Kiadvány:
5th Biennial Conference on Innovative Data Systems Research
Infrastructures and Bounds for Distributed Entity Resolution
Kiadvány:
In Proceedings of the 9th International Workshop on Quality in Databases In conjunction with VLDB 2011 (QDB 2011).
2010
Reticular alignment: a progressive corner-cutting method for multiple sequence alignment
Kiadvány:
BMC Bioinformatics
SZTAKI @ TREC 2010
Kiadvány:
TREC 2010 Working Notes
Interest point and segmentation-based photo annotation
Kiadvány:
CLEF 2009 workshop. Multilingual information access evaluation II. Multimedia experiments. Corfu, 2009. (Lecture notes in computer science 6242.) (Oldalszám 340-347.)
Geographically organized small communities and the hardness of clustering social networks
Kiadvány:
Data mining for social network data, (Annals of information systems 12.) (Oldalszám 177-199.)
SZTAKI @ TRECVID 2010
Kiadvány:
TRECVID 2010 Working Notes
SZTAKI @ ImageCLEF 2010
Kiadvány:
CLEF 2010. Conference on multilingual and multimodal information access evaluation. Notebook Papers of CLEF 2010 LABs and workshops. Padua, 2010. (Terjedelem 1-4. oldal)
An efficient block model for clustering sparse graphs
Kiadvány:
MLG 2010. Proceedings of the 8th workshop on mining and learning with graphs, in conjunction with SIGKDD 2010. Washington, 2010. (Oldalszám 62-69.)
2009
KDD Cup 2009 @ Budapest: feature partitioning and boosting
Kiadvány:
JMLR: Workshop and Conference Proceedings
Kapcsolatok és távolságok: a hazai vezetékes hívás-szokások elemzése
Kiadvány:
Magyar Tudomány (Kötetszám 170, Füzetszám 6, Oldalszám 697-706.)
SZTAKI @ ImageCLEF 2009
Kiadvány:
10th Workshop of the Cross-Language Evaluation Forum, CLEF 2009
SZTAKI @ TRECVID 2009
Kiadvány:
TRECVID 2009. TREC video retrieval evaluation. Working Notes.
Web Spam Challenge Proposal for Filtering in Archives
Kiadvány:
In Proceedings of the 5th International Workshop on Adversarial Information Retrieval on the Web (AIRWeb)
Web Spam Filtering in Internet Archives
Kiadvány:
In Proceedings of the 5th International Workshop on Adversarial Information Retrieval on the Web (AIRWeb)
Linked Latent Dirichlet Allocation in Web Spam Filtering
Kiadvány:
In Proceedings of the 5th International Workshop on Adversarial Information Retrieval on the Web (AIRWeb)
2008
Overview of the ImageCLEF 2007 Object Retrieval Task
Kiadvány:
Overview of the ImageCLEF 2007 Object Retrieval Task|In: CLEF 2007 proceedings, Lecture Notes in Computer Science Volume Volume 5152, Springer (2008)
Telephone Call Network Data Mining: A Survey with Experiments (Chapter 12)
Kiadvány:
in: Handbook of Large-Scale Random Networks, Bolyai Society Mathematical Studies, Vol. 18. eds: B. Bollobás, R. Kozma, D. Miklós, Springer
Latent Dirichlet Allocation in Web Spam Filtering
Kiadvány:
in Proc. Airweb 2008 in conjunction with WWW 2008
Annotating documents by Wikipedia concepts
Kiadvány:
Web Intelligence 2008
Web Spam: a Survey with Vision for the Archivist
Kiadvány:
In Proc. IWAW 2008.
Increasing cluster recall of cross-modal image retrieval
Kiadvány:
In Working Notes of the 2008 CLEF Workshop, Aarhus, Denmark, Sept. 2008.
Web Spam Hunting @ Budapest
Kiadvány:
in Proc. Airweb 2008 in conjunction with WWW 2008
A Comparative Analysis of Latent Variable Models for Web Page Classification
Kiadvány:
In Proc LA-Web 2008.
Large-Scale Principal Component Analysis on LiveJournal Friends Network
Kiadvány:
In proc Workshop on Social Network Mining and Analysis Held in conjunction with The 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2008) August 24-27, 2008, Las Vegas, NV
SZTAKI @ ImageCLEF 2008 Visual Concept Detection
Kiadvány:
in Working Notes of the 2008 CLEF Workshop, Aarhus, Denmark, Sept. 2008.
Multimodal Retrieval by Text--Segment Biclustering
Kiadvány:
In: CLEF 2007 proceedings, Lecture Notes in Computer Science Volume 5152, Springer (2008)
2007
Performing cross-language retrieval with wikipedia
Kiadvány:
CLEF 2007 workshop. Corss language system evaluation campaign. Budapest, 2007. (Terjedelem 16 (CD) oldal) Eds Nardi, A.; Peters, C.; Quochi, V.
Cross-modal retrieval by text and image feature biclustering
Kiadvány:
CLEF 2007 workshop. Corss language system evaluation campaign. Budapest, 2007. (Terjedelem 8 (CD) oldal) Eds Nardi, A.; Peters, C.; Quochi, V.
Spectral Clustering in Telephone Call Graphs
Kiadvány:
in Proc. WebKDD/SNAKDD Workshop 2007 in conjunction with KDD 2007.
Who Rated What: a combination of SVD, correlation and frequent sequence mining
Kiadvány:
in Proc. KDD Cup and Workshop 2007 in conjunction with KDD 2007.
Cross-Language Retrieval with Wikipedia
Kiadvány:
In: CLEF 2007 proceedings, Lecture Notes in Computer Science Volume 5152, Springer (2008)
Web Spam Detection via Commercial Intent Analysis
Kiadvány:
in Proc. Airweb 2007 in conjunction with WWW 2007.
Impact of non-Poissonian activity patterns on spreading processes
Kiadvány:
Phys. Rev. Lett. 98. (15), 158702
Methods for large scale SVD with missing values
Kiadvány:
in Proc. KDD Cup and Workshop 2007 in conjunction with KDD 2007.
Semi-Supervised Learning: A Comparative Study for Web Spam and Telephone User Churn
Kiadvány:
in Proc. Graph Labelling Workshop and Web Spam Challenge 2007 in conjunction with ECML/PKDD 2007.
2006
Link-Based Similarity Search to Fight Web Spam
Kiadvány:
in Proc. Airweb 2006 in conjunction with SIGIR 2006
English
Magyar