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2020

Tammewar A., Cervone A. and Riccardi G.

Emotion Carrier Recognition from Personal Narratives (Article)

2020.

(Links | BibTeX | Tags: Affective Computing, Natural Language Processing)

Tammewar A., Cervone A.,Eva-Maria Messner, Riccardi G.

Annotation of Emotion Carriers in Personal Narratives (Proceeding)

2020.

(Links | BibTeX | Tags: Affective Computing, Natural Language Processing, Signal Annotation and Interpretation)

2019

Mayor Torres, J.M., Clarkson, T., Luhmann, C. C., Riccardi, G., Lerner, M.D.

Distinct but Effective Neural Networks for Facial Emotion Recognition in Individuals with Autism: A Deep Learning Approach (Conference)

2019.

(Links | BibTeX | Tags: Affective Computing, Autism, Machine Learning)

Tammewar A., Cervone A., Messner E., Riccardi G.

Modeling user context for valence prediction from narratives (Conference)

2019.

(Links | BibTeX | Tags: Affective Computing, Natural Language Processing)

2018

Alam F., Danieli M. and Riccardi G.

Annotating and Modeling Empathy in Spoken Conversations (Article)

Computer Speech and Language, 50 pp. 40-61, 2018.

(Links | BibTeX | Tags: Affective Computing, Discourse, Signal Annotation and Interpretation)

Stepanov E. A., Lathuiliere S., Chowdhury S. A., Ghosh A., Vieriu R., Sebe N.and Riccardi G.

Depression Severity Estimation from Multiple Modalities (Conference)

2018.

(Links | BibTeX | Tags: Affective Computing, Health Analytics)

Cervone A., Gambi E., Tortoreto G., Stepanov E. A., and Riccardi G.

Automatically Predicting User Ratings for Conversational Systems (Conference)

2018.

(Links | BibTeX | Tags: Affective Computing, Conversational and Interactive Systems , Speech Analytics)

Mayor Torres, J.M., Libsack, E.J., Clarkson, T., Keifer, C.M., Riccardi, G., Lerner, M.D.

EEG-based Single trial Classification Emotion Recognition: A Comparative Analysis in Individuals with and without Autism Spectrum Disorder (Conference)

2018.

(Links | BibTeX | Tags: Affective Computing, Autism)

Mayor Torres, J.M., Clarkson, T., Stepanov E. A. , Luhmann C. C., Lerner, M.D., Riccardi, G.

Enhanced Error Decoding from Error-Related Potentials using Convolutional Neural Networks (Conference)

2018.

(Links | BibTeX | Tags: Affective Computing, Autism, Machine Learning)

2017

Mayor Torres Juan M., Stepanov A. E.

Enhanced face/audio emotion recognition: video and instance level classification using ConvNets and restricted Boltzmann Machines (Proceeding)

WI '17 Proceedings of the International Conference on Web Intelligence Pages 939-946, Leipzig, Germany - August 23 - 26, 2017, 2017.

(Abstract | Links | BibTeX | Tags: Affective Computing, Interactive Systems, Signal Annotation and Interpretation)

Cervone A., Stepanov E. A., Celli F., and Riccardi G.

Irony Detection: from the Twittersphere to the News Space (Conference)

2017.

(Abstract | Links | BibTeX | Tags: Affective Computing, Natural Language Processing)

Chowdhury A. S., Stepanov E. A., Danieli M.. and Riccardi G.

Functions of Silences towards Information Flow in Spoken Conversation (Conference)

EMNLP 2017 Workshop on Speech-Centric Natural Language Processing, Copenhagen, 2017, 2017.

(Abstract | Links | BibTeX | Tags: Affective Computing, Speech Processing)

Tortoreto G., Ghosh A., Stepanov E. A., Danieli M.. and Riccardi G.

Affective Behaviour Analysis of User Interactions in Support Web Group (Presentation)

01.01.2017.

(Links | BibTeX | Tags: Affective Computing)

Chowdhury A. S. and Riccardi G.

A Deep Learning Approach To Modeling Competitiveness In Spoken Conversations (Conference)

Proc. ICASSP, New Orleans, 2017, 2017.

(Abstract | Links | BibTeX | Tags: Affective Computing, Speech Processing)

2016

Celli F., Stepanov A. E., Poesio M. and Riccardi G.

Predicting Brexit: Classifying Agreement is Better than Sentiment and Pollsters (Proceeding)

Proc. PEOPLES Workshop at COLING, Osaka 2016., 2016.

(Abstract | Links | BibTeX | Tags: Affective Computing, Machine Learning, Signal Annotation and Interpretation)

Alam F., Celli F., Stepanov A. E., Ghosh A. and Riccardi G.

The Social Mood of News: Self-reported Annotations to Design Automatic Mood Detection Systems (Proceeding)

Proc. PEOPLES Workshop at COLING, Osaka 2016, 2016.

(Abstract | Links | BibTeX | Tags: Affective Computing, Conversational and Interactive Systems )

Alam F. , Chowdhury S. , Danieli M. and Riccardi G.

How Interlocutors Coordinate with each other within Emotional Segments? (Proceeding)

Proc. COLING, Osaka, 2016., 2016.

(Abstract | Links | BibTeX | Tags: Affective Computing, Conversational and Interactive Systems , Discourse, Interactive Systems)

Chowdhury S. , Stepanov A. E. and Riccardi G.

Predicting User Satisfaction from Turn-Taking in Spoken Conversations (Proceeding)

Proc. INTERSPEECH, San Francisco, 2016., 2016.

(Abstract | Links | BibTeX | Tags: Affective Computing, Conversational and Interactive Systems , Discourse, Interactive Systems, Signal Annotation and Interpretation, Speech Processing)

2015

Danieli M. , Riccardi G. and Alam F.

Emotion Unfolding and Affective Scenes: A Case Study in Spoken Conversations (Conference)

2015.

(Abstract | Links | BibTeX | Tags: Affective Computing, Speech Processing)

Danieli M., Ghosh A, Berra E., Testa E., Rabbia F., Veglio F. and Riccardi G.

Comprendere l’Ipertensione Arteriosa Essenziale A Partire da Costrutti Psicologici e Segnali Fisiologici (Conference)

2015.

(Links | BibTeX | Tags: Affective Computing, Health Analytics)

2014

Celli F. and Riccardi G. and Ghosh A.

CorEA: Italian News Corpus with Emotions and Agreement (Conference)

2014.

(Abstract | Links | BibTeX | Tags: Affective Computing, Natural Language Processing, Signal Annotation and Interpretation)

Danieli M. , Riccardi G. and Alam F.

Annotation of Complex Emotions in Real-Life Dialogues: The Case of Empathy (Conference)

2014.

(Abstract | Links | BibTeX | Tags: Affective Computing, Signal Annotation and Interpretation)

Alam F. and Riccardi G.

Predicting Personality Traits using Multimodal Information (Conference)

2014.

(Abstract | Links | BibTeX | Tags: Affective Computing)

Alam F. and Riccardi G.

Fusion of Acoustic, Linguistic and Psycholinguistic Features for Speaker Personality Traits Recognition (Conference)

2014.

(Abstract | Links | BibTeX | Tags: Affective Computing)

2013

Alam F. ,Stepanov E. and Riccardi G.

Personality Traits Recognition on Social Network - Facebook (Conference)

2013.

(Abstract | Links | BibTeX | Tags: Affective Computing, Natural Language Processing)

Riccardi G., Ghosh A., Chowdhury S. A. and Bayer A. O.

Motivational Feedback in Crowdsourcing: a Case Study in Speech Transcriptions (Conference)

2013.

(Abstract | Links | BibTeX | Tags: Affective Computing, Conversational and Interactive Systems , Machine Learning, Signal Annotation and Interpretation)

Alam F. and Riccardi G.

Comparative Study of Speaker Personality Traits Recognition in Conversational and Broadcast News Speech (Conference)

2013.

(Abstract | Links | BibTeX | Tags: Affective Computing, Speech Processing)

2012

Ivanov A. V. and Riccardi G.

Kolmogorov-Smirnov Test for Feature Selection in Emotion Recognition From Speech (Conference)

2012.

(Abstract | Links | BibTeX | Tags: Affective Computing)

2011

Ivanov A. V., Riccardi G., Sporka A. J. and Franc J.

Recognition of Personality Traits from Human Spoken Conversations (Conference)

2011.

(Abstract | Links | BibTeX | Tags: Affective Computing)

2005

Liscombe J., Riccardi G. and Hakkani-Tur D.

Using Context to Improve Emotion Detection in Spoken Dialog Systems (Conference)

2005.

(Abstract | Links | BibTeX | Tags: Affective Computing, Speech Processing)

Riccardi G. and Hakkani-Tur D.

Grounding Emotions in Human-Machine Conversational Systems (Article)

Lecture Notes in Computer Science, Springer-Verlag, , pp. 144 – 154, 2005, 2005.

(Abstract | Links | BibTeX | Tags: Affective Computing, Conversational and Interactive Systems )