Publications

Academic Publications

The following papers have been published in relation to the MULTISENSOR Project:

Journals

No.	Title	Authors	Publication
1	“Greedy Transition-based Dependency Parsing with Stack-LSTMs”	Miguel Ballesteros, Chris Dyer, Yoav Goldberg and Noah A. Smith	Computational Linguistics. MIT Press, 2016
2	“Many Languages, One Parser”	Waleed Ammar, George Mulcaire, Miguel Ballesteros, Chris Dyer and Noah Smith	Transactions of the Associations for Computational Linguistics (TACL), 2016
3	“On the Feasibility of Predicting Popular News at Cold Start”	I. Arapakis, B. B. Cambazoglu, and M. Lalmas	JASIST 2016
4	“Gaze Movement-driven Random Forests for Query Clustering in Automatic Video Annotation”	S. Vrochidis, I. Patras and I. Kompatsiaris	Journal: Multimedia Tools and Applications, 2016,
5	“Focussed Crawling of Environmental Web Resources Based on the Combination of Multimedia Evidence”	T. Tsikrika, A. Moumtzidou, S. Vrochidis, and I. Kompatsiaris	Journal of Multimedia Tools and Applications, Springer US
6	“Data-Driven Deep-Syntactic Dependency Parsing”	M.Ballesteros, B.Bohnet, S.Mille, and L.Wanner	Journal of Natural Language Engineering, Cambridge University Press, November 2015

Conferences

No.	Title	Authors	Publication
1	“Extending WordNet with Fine-Grained Collocational Information”	Luis Espinosa Anke, Jose Camacho-Collados, Sara Rodríguez-Fernández, Horacio Saggion and Leo Wanner	Proceedings of the International Conference on Computational Linguistics (COLING), Osaka, Japan, 2016.
2	“A Neural Network Architecture for Multilingual Punctuation Generation”	M. Ballesteros and L. Wanner	In Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP), Short paper track, Austin, TX, 2016.
3	“Semantics-Driven Recognition of Collocations Using Word Embeddings”	Sara Rodríguez Fernández, Luis Espinosa Anke, Roberto Carlini, and Leo Wanner	In Proceedings of the Annual Meeting of the Association for Computational Linguistics (ACL), Short paper track, Berlin, Germany, 2016
4	“Example-based Acquisition of Fine-grained Collocation Resources”	Sara Rodríguez-Fernández, Roberto Carlini, Luis Espinosa Anke, and Leo Wanner	Proceedings of the International Conference on Linguistic Resources and Evaluation (LREC), Portoroz, Slovenia, 2016
5	“Semantics-Driven Collocation Discovery”	Sara Rodríguez-Fernández, Luis Espinosa-Anke, Roberto Carlini, and Leo Wanner	In Proceedings of the Spanish Conference on Computational Linguistics, Salamanca, Spain, 2016
6	“Towards Multilingual Natural Language Generation within Abstractive Summarization”	Simon Mille, Miguel Ballesteros, Alicia Burga, Gerard Casamayor and Leo Wanner	In Proceedings of the Catalan Conference on Artificial Intelligence, Barcelona, 2016
7	“Multilingual Natural Language Generation within Abstractive Summarization”	S. Mille, M. Ballesteros, A. Burga, G. Casamayor, and L. Wanner	In Proceedings of the First International Workshop on Multimodal Multimedia Data Analytics (MMDA), held in conjunction with the European Conference on Artificial Intelligence (ECAI), The Hague, The Netherlands, 2016
8	“Distilling an Ensemble of Greedy Dependency Parsers into One MST Parser”	Adhiguna Kuncoro, Miguel Ballesteros, Lingpeng Kong, Chris Dyer and Noah A. Smith	In proceedings of EMNLP (EMNLP 2016), 2016
9	“Training with Exploration Improves a Greedy Stack LSTM Parser”	Miguel Ballesteros, Yoav Goldberg, Chris Dyer and Noah A. Smith	In proceedings of Short Papers EMNLP (EMNLP 2016), 2016
10	“A Neural Network Architecture for Multilingual Punctuation Generation”	Miguel Ballesteros and Leo Wanner	In proceedings of Short Papers EMNLP (EMNLP 2016), 2016
11	“Transition-Based Dependency Parsing with Heuristic Backtracking”	Jacob Buckman, Miguel Ballesteros and Chris Dyer	In proceedings of Short Papers EMNLP (EMNLP 2016), 2016
12	“Greedy, Joint Syntactic-Semantic Parsing with Stack LSTMs”	Swabha Swayamdipta, Miguel Ballesteros, Chris Dyer and Noah A. Smith	In proceedings of CoNLL (CoNLL 2016). Berlin, Germany, 2016
13	“Neural Architectures for Named Entity Recognition”	Guillaume Lample, Miguel Ballesteros, Kazuya Kawakami, Sandeep Subramanian and Chris Dyer	In proceedings of NAACL-HLT (NAACL 2016). San Diego, US, 2016
14	“Recurrent Neural Network Grammars”	Chris Dyer, Adhiguna Kuncoro, Miguel Ballesteros and Noah Smith	In proceedings of NAACL-HLT (NAACL 2016). San Diego, US, 2016
15	“Static and Dynamic Feature Selection in Morphosyntactic Analyzers”	Bernd Bohnet, Miguel Ballesteros, Ryan McDonald and Joakim Nivre	Arxiv. arXiv:1603.06503, 2016
16	“Community Detection in Complex Networks Based on DBSCAN* and a Martingale Process”	I. Gialampoukidis, T. Tsikrika, S. Vrochidis, I. Kompatsiaris	11th International Workshop on Semantic and Social Media Adaptation and Personalization (SMAP 2016), Thessaloniki, Greece, 20-21 October 2016
17	“Learning Text Patterns to Detect Opinion Targets”	F. Peleja and J. Magalhães	In Proceedings of the 7th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management (KDIR’15), Lisbon, Portugal, November 2015
18	“Query-based Topic Detection Using Concepts and Named Entities”	I. Gialampoukidis, S. Vrochidis, I. Kompatsiaris	1st International Workshop on Multimodal Media Data Analytics (MMDA 2016), The Hague, Netherlands, 30 August 2016
19	“Incremental estimation of visual vocabulary size for image retrieval”	I. Gialampoukidis, S. Vrochidis, I. Kompatsiaris	Proc. INNS Big Data 2016, Thessaloniki, Greece, 23-25 October 2016
20	“Key player identification in terrorism-related social media networks using centrality measures”	I. Gialampoukidis, G. Kalpakis, T. Tsikrika, S. Vrochidis, I. Kompatsiaris	European Intelligence and Security Informatics Conference (EISIC 2016), Uppsala, Sweden, August 17-19, 2016
21	“Linguistic Benchmarks of Online News Article Quality”	Ioannis Arapakis, Filipa Peleja, B. Barla Cambazoglu, Joao Magalhaes	In Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics. Berlin, Germany, August 7-12, 2016.
22	“Semantic integration of web data for international investment decision support”	Boyan Simeonov, Vladimir Alexiev, Dimitris Liparas, Marti Puigbo, Stefanos Vrochidis, Emmanuel Jamin and Ioannis Kompatsiaris	3rd international conference on Internet Science, Florence, Italy, 12-14 September 2016
23	“A hybrid framework for news clustering based on the DBSCAN-Martingale and LDA”	I. Gialampoukidis, S. Vrochidis, I. Kompatsiaris	12th International Conference on Machine Learning and Data Mining, New York, 16-21 July 2016,
24	“A hybrid graph-based and non-linear late fusion approach for multimedia retrieval”	I. Gialampoukidis, A. Moumtzidou, D. Liparas, S. Vrochidis, I. Kompatsiaris	14th International Workshop on Content-based Multimedia Indexing (CBMI), Bucharest, Romania, 15-17 June, 2016,
25	“A Multimedia Interactive Search Engine based on Graph-based and Non-linear Multimodal Fusion”	A. Moumtzidou, I. Gialampoukidis, T. Mironidis, D. Liparas, S. Vrochidis, I. Kompatsiaris	14th International Workshop on Content-based Multimedia Indexing (CBMI), Bucharest, Romania, 15-17 June 2016,
26	“Retrieval of Multimedia objects by Fusing Multiple Modalities”	I. Gialampoukidis, A. Moumtzidou, T. Tsikrika, S. Vrochidis and I. Kompatsiaris	International Conference on Multimedia Retrieval (ICMR), New York, USA, 6-9 June 2016,
27	“VERGE: A Multimodal Interactive Search Engine for Video Browsing and Retrieval”	A. Moumtzidou, T. Mironidis, E. Apostolidis, F. Markatopoulou, A. Ioannidou, I. Gialampoukidis, K. Avgerinakis, S. Vrochidis, V. Mezaris, I. Kompatsiaris, I. Patras	Proc. Video Browser Showdown (VBS’16) at the 22nd Int. Conf. on MultiMedia Modeling (MMM’16), Miami, USA, 4 January 2016
28	“Fast Visual Vocabulary Construction for Image Retrieval using Skewed-Split k-d trees”	Ilias Gialampoukidis, Stefanos Vrochidis and Ioannis Kompatsiaris	Proc. 22nd Int. Conf. on MultiMedia Modeling (MMM16), Miami, USA, Jan. 2016
29	“Exploiting visual similarities for ontology alignment”	C. Doulaverakis, S. Vrochidis, I. Kompatsiaris	7th International Conference on Knowledge Engineering and Ontology Development (KEOD 2015), Lisbon, Portugal, 12-14 November, 2015
30	“Improved Transition-Based Parsing by Modeling Characters instead of Words with LSTMs “	M.Ballesteros, C. Dyer, N. Smith	In proceedings of EMNLP (EMNLP 2015). Lisbon, Portugal, September 2015
31	“Classification using various ML Methods and Combinations of Key-Phrases and Visual Features”	Y. Hacohen-Kerner, A. Sabag, D. Liparas, A. Moumtzidou, S. Vrochidis and I. Kompatsiaris	1st KEYSTONE Conference (IKC2015), Coimbra, Portugal, 8-9 September 2015
32	“Transition-Based Spinal Parsing”	M.Ballesteros, X. Carreras	In proceedings of CoNLL (CoNLL 2015). Beijing, China, August 2015
33	“Transition-Based Dependency Parsing with Stack Long Short-Term Memory”	C.Dyer, M.Ballesteros, W.Ling, A.Matthews, N. Smith	In proceedings of ACL (ACL-IJCNLP 2015). Beijing, China, August 2015
34	“Explanatory opinions: to whom or what is all the fuss about?”	F. Peleja and I. Arapakis	Sixth BCS-IRSG Symposium on Future Directions in Information Access (FDIA’15), Thessaloniki, Greece, August 2015
35	“Concept Detection on Multimedia Web Resources about Home Made Explosives”	George Kalpakis, Theodora Tsikrika, Foteini Markatopoulou, Nikiforos Pittaras, Stefanos Vrochidis, Vasileios Mezaris, Ioannis Patras, and Ioannis Kompatsiaris	In Proceedings of the International Workshop on Multimedia Forensics and Security (MFSec 2015), to be held in conjunction with the 10th International Conference on Availability, Reliability and Security, Toulouse, France, 24-28 August 2015
36	MULTISENSOR: Development of Multimedia Content Integration Technologies for Journalism, Media Monitoring and International Exporting Decision Support	S. Vrochidis, I. Kompatsiaris, G. Casamayor, I. Arapakis, R. Busch, V. Alexiev, E. Jamin, M. Jugov, N. Heise, T. Forrellat, D. Liparas, L. Wanner, I. Miliaraki, V. Aleksic, K. Simov, A. M. Soro, M. Eckhoff, T. Wagner, M. Puigbó	2015 IEEE International Conference on Multimedia and Expo (ICME 2015), Turin, Italy, June 29 – July 3, 2015
37	“Visualizing deep-syntactic structures”	J.Soler-Company, M.Ballesteros, B. Bohnet, S. Mille, and L. Wanner	In Proceedings of the Demonstrations of the North American Chapter of Computational Linguistics (NAACL HLT 2015), Denver US, June 2015
38	“Data-driven sentence generation with non-isomorphic trees”	M.Ballesteros, B. Bohnet, S. Mille, and L. Wanner	In Proceedings of the North American Chapter of Computational Linguistics (NAACL HLT 2015), Denver US, June 2015
39	“Discovery of Environmental Web Resources Based on the Combination of Multimedia Evidence”	T. Tsikrika, A. Latas, A. Moumtzidou, E. Chatzilari, S. Vrochidis, and I. Kompatsiaris	In Proceedings of the Environmental Multimedia Retrieval Workshop (EMR 2015), Shanghai, China, 23-26 June 2015
40	“VERGE: A Multimodal Interactive Video Search Engine”	A. Moumtzidou, K. Avgerinakis, E. Apostolidis, F. Markatopoulou, K. Apostolidis, T. Mironidis, S. Vrochidis, V. Mezaris, Y. Kompatsiaris, I. Patras	Proc. 21st Int. Conf. on MultiMedia Modeling (MMM15), Sydney, Australia, January 2015
41	“A Unified Model for Socially Interconnected Multimedia-Enriched Objects”	T. Tsikrika, K. Andreadou, A. Moumtzidou, E. Schinas, S. Papadopoulos, S. Vrochidis, Y. Kompatsiaris	21st MultiMedia Modelling Conference (MMM2015), Sydney, Australia, 5-7 January, 2015
42	“Modeling adoptions and the stages of the diffusion of innovations”	Y. Mehmood, N. Barbieri, F. Bonchi	Proceedings of the International Conference on Data Mining, December 2014
43	“On the Feasibility of Predicting News Popularity at Cold Start”	I. Arapakis, B. Barla Cambazoglu, M. Lalmas	In Proceedings of the 6th International Conference on Social Informatics. Barcelona, 10-13 November 2014
44	“News articles classification using Random Forests and weighted multimodal features”	D. Liparas, Y. Hacohen-Kerner, A. Moumtzidou, S. Vrochidis and I. Kompatsiaris	3rd Open Interdisciplinary MUMIA Conference and 7th Information Retrieval Facility Conference (IRFC2014), Copenhagen, Denmark, 10-12 November 2014
45	“The Influence of Indirect Ties on Social Network Dynamics”	X. Zuo, J. Blackburn, N. Kourtellis, J. Skvoretz, A. Iamnitchi	Proceedings of the 6th International Conference on Social Informatics (SocInfo 2014), Barcelona, Spain, 10-13 November 2014
46	“Who to follow and why: link prediction with explanations”	N. Barbieri, F. Bonchi, G. Manco	Proceedings of the ACM SIGKDD Conference on Knowledge Discovery and Data Mining, August 2014
47	“Deep-syntactic parsing”	M.Ballesteros, B. Bohnet, S. Mille, and L. Wanner	In Proceedings of the 25th International Conference on Computational Linguistics (COLING), Dublin, Ireland, August 2014
48	“Key-phrase Extraction using Textual and Visual Features”	Y. HaCohen-Kerner, S. Vrochidis, D. Liparas, A. Moumtzidou and I. Kompatsiaris	3rd Workshop on Vision and Language (VL), Dublin, Ireland, 23-29 August 2014
49	“Concept-oriented labelling of patent images based on Random Forests and proximity-driven generation of synthetic data”	D. Liparas, A. Moumtzidou, S. Vrochidis, I. Kompatsiaris	COLING’14 Workshop on Vision and Language (VL’14), Dublin, 23 August 2014
50	“Classifiers for Data-driven Deep Sentence Generation”	M. Ballesteros, S. Mille and L. Wanner	In Proceedings of the 8th International Natural Language Generation Conference (INLG), Philadelphia, USA, June 2014
51	“Influence Maximization with Viral Product Design”	N. Barbieri, F. Bonchi	To appear in Proceeding of the SIAM International Conference on Data Mining, April 2014
52	“Privacy Preserving Estimation of Social Influence”	T. Tassa, F. Bonchi	To appear in Proceeding of the SIAM International Conference on Data Mining, April 2014
53	“Multi-evidence User Group Discovery in Professional Image Search”	T. Tsikrika, C. Diou	In Proceedings of the 36th European Conference on Information Retrieval (ECIR 2014), Amsterdam, The Netherlands, 13-16 April 2014
54	“Focussed Crawling of Environmental Web Resources: A Pilot Study on the Combination of Multimedia Evidence”	Theodora Tsikrika, Anastasia Moumtzidou, Stefanos Vrochidis and Ioannis Kompatsiaris	In Proceedings of the Environmental Multimedia Retrieval Workshop (EMR 2014), 01 April 2014
55	“Online Topic-aware Influence Maximization Queries”	C. Aslay, N. Barbieri, F.Bonchi. R.Baeza-Yates	To appear in Proceeding of the International Conference on Extending Database Technology, March 2014
56	“VERGE: An Interactive Search Engine for Browsing Video”	A. Moumtzidou, K. Avgerinakis, E. Apostolidis, V. Aleksic, F. Markatopoulou, C. Papagiannopoulou, S. Vrochidis, V. Mezaris, R. Busch, I. Kompatsiaris	Video Browser Showdown (VBS) 2014, Dublin, Ireland, January 2014
57	“Influence-based Network-oblivious Community Detection”	N. Barbieri, F. Bonchi, G. Manco	Proceedings of the IEEE International Conference on Data Mining, December 2013
58	“Mining Summaries of Propagations”	L. Macchia, F. Bonchi, F. Gullo, L. Chiarandini	Proceedings of the IEEE International Conference on Data Mining, December 2013
59	ITI-CERTH participation to TRECVID 2013	F. Markatopoulou, A. Moumtzidou, C. Tzelepis, K. Avgerinakis, N. Gkalelis, S. Vrochidis, V. Mezaris, I. Kompatsiaris	In Proceedings of TRECVID 2013 Workshop, Gaithersburg, MD, USA, November 2013

Presentations

This page contains presentations held at conferences or workshops in regard to the MULTISENSOR project by one of its project partners.

Presentations may be available in a local language only.

No.	Topic	Event	Date	Presenter
01	MULTISENSOR Project Poster	The project poster was designed to give an overview of the Multisensor project at conferences, workshops and other events. It is available for download here.	31/10/2016	MULTISENSOR
02	Application of language technologies for SMEs and the Public Sector	Horizon 2020 ICT-16 Big Data networking day / Workshop on multilingual data value chains in the Digital Single Market	16/1/2015	EVERIS

Press releases/Newsletters

This page contains the press releases issued about MULTISENSOR by one of its project partners.

Press Releases might be in a local language only.

No.	Source/Partner	Date	Language	Type
01	CERTH press release	28/11/2013	Greek	Press Release
02	PIMEC Newsletter, specific MULTISENSOR item	05/12/2013	Catalan	Newsletter
03	PIMEC Newsletter, specific MULTISENSOR item	30/01/2014	Catalan	Newsletter
04	pressrelations press release	25/02/2014	German	Press Release
05	PIMEC Newsletter, specific MULTISENSOR item	13/03/2014	Catalan	Newsletter
06	pressrelations Newsletter, specific MULTISENSOR item	10/04/2014	German/ English	Newsletter
07	EuropaPress Newsletter, specific MULTISENSOR item	30/10/2014	Catalan	Newsletter
08	PIMEC Newsletter, specific MULTISENSOR item	30/10/2014	Catalan	Newsletter
09	PIMEC Newsletter, specific MULTISENSOR item	10/04/2015	Catalan	Newsletter
10	pressrelations press release DEU/ENG	08/07/2015	German/ English	Press Release
11	PIMEC Newsletter, specific MULTISENSOR item	15/07/2015	English/ Spanish/ Catalan	Newsletter
12	PIMEC Newsletter, specific MULTISENSOR item	29/07/2015	English/ Spanish/ Catalan	Newsletter
13	pressrelations internal newsletter, specific MULTISENSOR item (Part 1/ Part 2)	14/10/2015	German	Newsletter
14	PIMEC Newsletter, specific MULTISENSOR item	29/10/2015	English/ Spanish/ Catalan	Newsletter
15	PIMEC Newsletter, specific MULTISENSOR item	25/11/2015	English/ Spanish/ Catalan	Newsletter
16	pressrelations internal newsletter, specific MULTISENSOR item (Part 1/ Part 2)	01/12/2015	German	Newsletter
17	PIMEC Newsletter, specific MULTISENSOR item	12/01/2016	English/ Spanish/ Catalan	Newsletter
18	PIMEC Newsletter, specific MULTISENSOR item	28/01/2016	English/ Spanish/ Catalan	Newsletter
19	pressrelations, Article at Datascouting	17/03/2016	English	Newsletter
20	PIMEC Newsletter, specific MULTISENSOR item	20/07/2016	Spanish/ Catalan	Newsletter
21	PIMEC Newsletter, specific MULTISENSOR item	06/09/2016	Spanish/ Catalan	Newsletter
22	pressrelations press release	19/09/2016	German/ English	Press Release
23	PIMEC press release	20/09/2016	Catalan	Press Release
24	PIMEC Newsletter, specific MULTISENSOR item	21/10/2016	Spanish/ Catalan	Newsletter

Academic Publications

Journals

Conferences

Presentations

Press releases/Newsletters

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