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Social Semantic Emotion Analysis for Innovative Multilingual Big Data Analytics Markets

Leistungen

Call Centre Operations Pilot Implementation, final version

Call Centre Operations Pilot Implementation final version

Call Centre Operations Pilot Implementation, initial version

Call Centre Operations Pilot Implementation initial version

Brand Reputation Management Pilot Implementation, initial version

Brand Reputation Management Pilot Implementation initial version

Social TV Pilot Implementation, final version

Social TV Pilot Implementation final version

Brand Reputation Management Pilot Implementation, final version

Brand Reputation Management Pilot Implementation final version

Social TV Pilot Implementation, initial version

Social TV Pilot Implementation initial version

Acceleration of Large-scale Emotion Analysis Methods, final version

Acceleration of Large-scale Emotion Analysis Methods, final version

Adaptive Multilingual, Multimodal Fusion for Emotion Recognition, initial version

Adaptive Multilingual Multimodal Fusion for Emotion Recognition initial version

Social Context Analysis for Emotion Recognition, initial version

Social Context Analysis for Emotion Recognition initial version

Emotion Recognition from Image and Video Content, final version

Emotion Recognition from Image and Video Content final version

Emotion Recognition from Image and Video Content, initial version

Emotion Recognition from Image and Video Content initial version

Final Version of the MixedEmotions Platform

Final Version of the MixedEmotions Platform

Emotion Recognition from Multilingual Audio Content, initial version

Emotion Recognition from Multilingual Audio Content initial version

Emotion Recognition from Multilingual Audio Content, final version

Emotion Recognition from Multilingual Audio Content final version

Social Semantic Knowledge Graph Infrastructure and API, initial version

Social Semantic Knowledge Graph Infrastructure and API initial version

Social Context Analysis for Emotion Recognition, final version

Social Context Analysis for Emotion Recognition final version

Emotion Recognition from Multilingual Textual Content, initial version

Emotion Recognition from Multilingual Textual Content initial version

Acceleration of Large-scale Emotion Analysis Methods, initial version

Acceleration of Largescale Emotion Analysis Methods initial version

Architecture Specification and Platform Implementation, initial version

Architecture Specification and Platform Implementation initial version

Architecture Specification and Platform Implementation, final version

Architecture Specification and Platform Implementation final version

Emotion Recognition from Multilingual Textual Content, final version

Emotion Recognition from Multilingual Textual Content final version

Adaptive Multilingual, Multimodal Fusion for Emotion Recognition, final version

Adaptive Multilingual Multimodal Fusion for Emotion Recognition final version

Social Semantic Knowledge Graph Infrastructure and API, final version

Social Semantic Knowledge Graph Infrastructure and API final version

Data Management Plan V2

Data Management Plan, final version

Communication Report, initial version

Communication Report initial version

Dissemination Report, final version

Dissemination Report final version

Data Modelling for the Social Semantic Knowledge Graph, final version

Data Modelling for the Social Semantic Knowledge Graph final version

Detailed Training Activities Plan

Detailed Training Activities Plan

Data Management Report

Data Management Report

Dissemination Report, initial version

Dissemination Report initial version

Data Modelling for the Social Semantic Knowledge Graph, initial version

Data Modelling for the Social Semantic Knowledge Graph initial version

Dissemination Plan

Dissemination Plan

Data Management Plan V1

Data Management Plan initial version

Training Activities Report

Training Activities Report

Common Methodology and Infrastructure Specification

Common Methodology and Infrastructure Specification

Communication Plan

Communication Plan

Communication Report, final version

Communication Report final version

Veröffentlichungen

BUTknot: Supervised Machine Learning and Term Substitution Approach in Aspect Category Detection

Autoren: Jakub Machacek
Veröffentlicht in: Proceedings of the Fifth Joint Conference on Lexical and Computational Semantics, Issue SemEval 2016, 2016, Page(s) 6
Herausgeber: Association for Computational Linguistics

Exploring the Importance of Individual Differences to the Automatic Estimation of Emotions Induced by Music

Autoren: Hesam Sagha, Eduardo Coutinho, Björn Schuller
Veröffentlicht in: Proceedings of the 5th International Workshop on Audio/Visual Emotion Challenge - AVEC '15, 2015, Page(s) 57-63, ISBN 9781-450337434
Herausgeber: ACM Press
DOI: 10.1145/2808196.2811643

The ICL-TUM-PASSAU Approach for the MediaEval 2015 “Affective Impact of Movies” Task

Autoren: George Trigeorgis, Eduardo Coutinho, Fabien Ringeval, Erik Marchi, Stefanos Zafeiriou, Björn Schuller
Veröffentlicht in: Proceedings of the MediaEval 2015 Workshop, 2015
Herausgeber: ceur-ws.org

Cross-language acoustic emotion recognition: An overview and some tendencies

Autoren: Silvia Monica Feraru, Dagmar Schuller, Bjdrn Schuller
Veröffentlicht in: 2015 International Conference on Affective Computing and Intelligent Interaction (ACII), 2015, Page(s) 125-131, ISBN 978-1-4799-9953-8
Herausgeber: IEEE
DOI: 10.1109/ACII.2015.7344561

Adieu Features? End-to-End Speech Emotion Recognition using a Deep Convolutional Recurrent Network

Autoren: George Trigeorgis, Fabien Ringeval,Raymond Brueckner, Erik Marchi, Mihalis A. Nicolaou, Björn Schuller, Stefanos Zafeiriou
Veröffentlicht in: in Proceedings 41st IEEE International Conference on Acoustics, Speech, and Signal Processing, 2016
Herausgeber: IEEE

Enhanced Semi-Supervised Learning for Multimodal Emotion Recognition

Autoren: Zixing Zhang, Fabien Ringeval, Bin Dong, Eduardo Coutinho, Erik Marchi, Björn Schuller
Veröffentlicht in: in Proceedings 41st IEEE International Conference on Acoustics, Speech, and Signal Processing, 2016, ISBN 978-1-941643-32-7
Herausgeber: IEEE

Cross Lingual Speech Emotion Recognition using Canonical Correlation Analysis on Principal Component Subspace

Autoren: Hesam Sagha, Jun Deng, Maryna Gavryukova, Jing Han, Björn Schuller
Veröffentlicht in: Proceedings 41st IEEE International Conference on Acoustics, Speech, and Signal Processing, 2016
Herausgeber: IEEE

Sociocognitive Language Processing - Emphasising the Soft Factors

Autoren: Björn Schuller, Michael F. McTear
Veröffentlicht in: Proceedings of the Seventh International Workshop on Spoken Dialogue Systems, 2016
Herausgeber: Springer

AV+EC 2015 - The First Affect Recognition Challenge Bridging Across Audio, Video, and Physiological Data

Autoren: Fabien Ringeval, Björn Schuller, Michel Valstar, Shashank Jaiswal, Erik Marchi, Denis Lalanne, Roddy Cowie, Maja Pantic
Veröffentlicht in: Proceedings of the 5th International Workshop on Audio/Visual Emotion Challenge - AVEC '15, 2015, Page(s) 3-8, ISBN 9781-450337434
Herausgeber: ACM Press
DOI: 10.1145/2808196.2811642

AVEC 2015 – The 5th International Audio/Visual Emotion Challenge and Workshop

Autoren: Fabien Ringeval, Björn Schuller, Michel Valstar, Roddy Cowie, Maja Pantic
Veröffentlicht in: in Proceedings of the 23rd ACM International Conference on Multimedia, 2015
Herausgeber: ACM

Community topic usage in social networks

Autoren: Ian D Wood
Veröffentlicht in: Proceedings of the 2015 Workshop on Topic Models: Post-Processing and Applications, 2015, Page(s) 3-9, ISBN 978-1-4503-3784-7
Herausgeber: Association for Computing Machinery
DOI: 10.1145/2809936.2809937

CILI: the Collaborative Interlingual Index

Autoren: Francis Bond, Piek Vossen, John P. McCrae and Christiane Fellbaum
Veröffentlicht in: Proceedings of the Eighth Global WordNet Conference, 2016, Page(s) 50-57, ISBN 978-973-0-20728-6
Herausgeber: Global WordNet Association

Toward a truly multilingual Global Wordnet Grid

Autoren: Francis Bond, Piek Vossen and John P. McCrae
Veröffentlicht in: Proceedings of the Eighth Global WordNet Conference, 2016, Page(s) 419-426, ISBN 978-973-0-20728-6
Herausgeber: Global WordNet Association

Curse or Boon? Presence of Subjunctive Mood in Opinionated Text

Autoren: Sapna Negi and Paul Buitelaar
Veröffentlicht in: Proceedings of the 11th International Conference on Computational Semantics, 2015, Page(s) 101-106, ISBN 978-1-941643-33-4
Herausgeber: Association for Computational Linguistics

Towards the extraction of customer-to-customer suggestions from reviews

Autoren: Sapna Negi, Paul Buitelaar
Veröffentlicht in: Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015, Page(s) 2159-2167
Herausgeber: Association for Computational Linguistics

A Linked Data Model for Multimodal Sentiment and Emotion Analysis

Autoren: Sánchez-Rada, J. F., Iglesias, C. A. & Gil, R
Veröffentlicht in: Proceedings of the 4th Workshop on Linked Data in Linguistics: Resources and Applications, 2015, Page(s) 11-19
Herausgeber: Association for Computational Linguistics

Aspect based Sentiment Analysis of Spanish Tweets

Autoren: Araque, O., Corcuera-Platas, I., Román-Gómez, C., Iglesias, C. A. & Sánchez-Rada, J. F.
Veröffentlicht in: Proceedings of TASS 2015: Workshop on Sentiment Analysis at SEPLN, 2015, Page(s) 29-34
Herausgeber: Association for Computational Linguistics

Facing Realism in Spontaneous Emotion Recognition from Speech: Feature Enhancement by Autoencoder with LSTM Neural Networks

Autoren: Zixing Zhang, Fabien Ringeval, Jing Han, Jun Deng, Erik Marchi, Björn Schuller
Veröffentlicht in: Interspeech 2016, 2016, Page(s) 3593-3597, ISSN 1990-9772
Herausgeber: ISCA
DOI: 10.21437/Interspeech.2016-998

An Evaluation Dataset for Linked Data Profiling.

Autoren: Andrejs Abele, John P. McCrae, Paul Buitelaar
Veröffentlicht in: 2017, Page(s) 1-9
Herausgeber: Springer International Publishing
DOI: 10.1007/978-3-319-59888-8_1

Senpy: A Pragmatic Linked Sentiment Analysis Framework

Autoren: J. Fernando Sanchez-Rada, Carlos A. Iglesias, Ignacio Corcuera, Oscar Araque
Veröffentlicht in: 2016 IEEE International Conference on Data Science and Advanced Analytics (DSAA), 2016, Page(s) 735-742, ISBN 978-1-5090-5206-6
Herausgeber: IEEE
DOI: 10.1109/DSAA.2016.79

The Colloquial WordNet: Extending Princeton WordNet with Neologisms.

Autoren: John P. McCrae, Ian Wood, Amanda Hicks
Veröffentlicht in: 2017, Page(s) 194-202
Herausgeber: Springer International Publishing
DOI: 10.1007/978-3-319-59888-8_17

Enhancing Multilingual Recognition of Emotion in Speech by Language Identification.

Autoren: Hesam Sagha, Pavel Matejka, Maryna Gavryukova, Filip Povolný, Erik Marchi, Björn W. Schuller
Veröffentlicht in: 2016
Herausgeber: International Speech Communication Association

Expanding wordnets to new languages with multilingual sense disambiguation.

Autoren: Mihael Arcan, John P. McCrae and Paul Buitelaar
Veröffentlicht in: 2017
Herausgeber: ACL

A Study of Suggestions in Opinionated Texts and their Automatic Detection.

Autoren: Sapna Negi, Kartik Asooja, Shubham Mehrotra, Paul Buitelaar.
Veröffentlicht in: 2016
Herausgeber: ACL

Multimodal Emotion Recognition for AVEC 2016 Challenge

Autoren: Filip Povolny, Pavel Matejka, Michal Hradis, Anna Popkov?, Lubomir Otrusina, Pavel Smrz, Ian Wood, Cecile Robin, Lori Lamel
Veröffentlicht in: Proceedings of the 6th International Workshop on Audio/Visual Emotion Challenge - AVEC '16, 2016, Page(s) 75-82, ISBN 9781-450345163
Herausgeber: ACM Press
DOI: 10.1145/2988257.2988268

Suggestion Mining from Opinionated text.

Autoren: Sapna Negi
Veröffentlicht in: 2016
Herausgeber: ACL

Translating Ontologies in a Real-World Setting with ESSOT.

Autoren: Mihael Arcan, Mauro Dragoni, Paul Buitelaar
Veröffentlicht in: 2016, Page(s) 241-256
Herausgeber: Springer International Publishing
DOI: 10.1007/978-3-319-46547-0_25

Continuous Estimation of Emotions in Speech by Dynamic Cooperative Speaker Models

Autoren: Arianna Mencattini, Eugenio Martinelli, Fabien Ringeval, Bjorn Schuller, Corrado Di Natlae
Veröffentlicht in: IEEE Transactions on Affective Computing, 2016, Page(s) 1-1, ISSN 1949-3045
Herausgeber: Institute of Electrical and Electronics Engineers
DOI: 10.1109/TAFFC.2016.2531664

Computing Semantic Similarity of Concepts in Knowledge Graphs

Autoren: Ganggao Zhu, Carlos A. Iglesias
Veröffentlicht in: IEEE Transactions on Knowledge and Data Engineering, Issue 29/1, 2017, Page(s) 72-85, ISSN 1041-4347
Herausgeber: Institute of Electrical and Electronics Engineers
DOI: 10.1109/TKDE.2016.2610428

Enhancing deep learning sentiment analysis with ensemble techniques in social applications

Autoren: Oscar Araque, Ignacio Corcuera-Platas, J. Fernando Sánchez-Rada, Carlos A. Iglesias
Veröffentlicht in: Expert Systems with Applications, Issue 77, 2017, Page(s) 236-246, ISSN 0957-4174
Herausgeber: Pergamon Press Ltd.
DOI: 10.1016/j.eswa.2017.02.002

Speech Analysis in the Big Data Era

Autoren: Björn W. Schuller
Veröffentlicht in: Text, Speech, and Dialogue, 2015, Page(s) 3-11, ISBN 978-3-319-24033-6
Herausgeber: Springer International Publishing
DOI: 10.1007/978-3-319-24033-6_1

Suggestion Mining from Opinionated Text

Autoren: Sapna Negi, Paul Buitelaar
Veröffentlicht in: The Handbook of Sentiment Analysis in Social Networks, 2016, ISBN 9780-128044124
Herausgeber: Elsevier

Linked Data Models for Sentiment and Emotion Analysis in Social Networks

Autoren: Carlos A. Iglesias, J, Fernando Sanchez-Rada, Gabriela Vulcu, Paul Buitelaar
Veröffentlicht in: The Handbook of Sentiment Analysis in Social Networks, 2016, ISBN 9780-128044124
Herausgeber: Elsevier

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