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Research Output 2015 2019

2019

Exploring the Context of Recurrent Neural Network based Conversational Agents

Piccini., R. & Spanakis., G., Feb 2019, Proceedings of the 11th International Conference on Agents and Artificial Intelligence - Volume 2: ICAART. SCITEPRESS, p. 347-356 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

Open Access

Towards Controlled Transformation of Sentiment in Sentences

Leeftink., W. & Spanakis., G., Feb 2019, Proceedings of the 11th International Conference on Agents and Artificial Intelligence - Volume 2: ICAART. SCITEPRESS, p. 809-816

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

2018

LoGAN: Generating Logos with a Generative Adversarial Neural Network Conditioned on Color

Mino, A. & Spanakis, G., Dec 2018, 17th IEEE International Conference on Machine Learning and Applications, ICMLA 2018, Orlando, FL, USA, December 17-20, 2018. p. 965-970 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

MaaSim: A Liveability Simulation for Improving the Quality of Life in Cities

Woszczyk, D. & Spanakis, G., Sep 2018, ECML PKDD 2018 Workshops. Alzate, C., Monreale, A., Assem, H., Bifet, A., Buda, T. S., Caglayan, B., Drury, B., García-Martín, E., Gavaldà, R., Kramer, S., Lavesson, N., Madden, M., Molloy, I., Nicolae, M-I. & Sinn, M. (eds.). Cham: Springer, p. 118-133 16 p.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

Neural Attention and Morphological Word Embedding for Contract Element Extraction

Velasquez Sosa, J. & Spanakis, G., Nov 2018.

Research output: Contribution to conferencePosterAcademic

SEMTec: Social Emotion Mining Techniques for Analysis and Prediction of Facebook Post Reactions

Moers, T., Krebs, F. & Spanakis, G., Dec 2018, Agents and Artificial Intelligence. van den Herik, J. & Rocha, A. P. (eds.). Cham: Springer, p. 361-382 22 p.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

Social Emotion Mining Techniques for Facebook Posts Reaction Prediction

Krebs, F., Lubascher, B., Moers, T., Schaap, P. & Spanakis, G., Jan 2018, Proceedings of the 10th International Conference on Agents and Artificial Intelligence. p. 211-220

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

2017

Accumulated Gradient Normalization

Hermans, J. R., Spanakis, G. & Möckel, R., Nov 2017, Proceedings of the 9th Asian Conference on Machine Learning. Zhang, M-L. & Noh, Y-K. (eds.). Proceedings of Machine Learning Research, Vol. 77. p. 439-454 16 p. (Proceedings of Machine Learning Research).

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

A Course Recommender System based on Graduating Attributes

Bakhshinategh, B., Spanakis, G., Zaiane, O. & ElAtia, S., 2017, Proceedings of the 9th International Conference on Computer Supported Education - Volume 1: CSEDU. p. 347-354

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

A Retrieval-Based Dialogue System Utilizing Utterance and Context Embeddings

Bartl, A. & Spanakis, G., Dec 2017, 2017 16th IEEE International Conference on Machine Learning and Applications (ICMLA). IEEE, p. 1120-1125 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

Enhancing Visual Clustering Using Adaptive Moving Self-Organizing Maps (AMSOM)

Spanakis, G. & Weiss, G., 2017, Agents and Artificial Intelligence. p. 189-211 (Lecture Notes in Computer Science, Vol. 10162).

Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

Machine learning techniques in eating behavior e-coaching: Balancing between generalization and personalization

Spanakis, G., Weiss, G., Boh, B., Lemmens, L. & Roefs, A., Aug 2017, In : Personal and Ubiquitous Computing. 21, 4, p. 645-659 15 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access

Massive Open Online Courses Temporal Profiling for Dropout Prediction

Hagedoorn, T. R. & Spanakis, G., Nov 2017, 29th IEEE International Conference on Tools with Artificial Intelligence, ICTAI 2017, Boston, MA, USA, November 6-8, 2017. p. 231-238 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

Multi-Agent Parking Place Simulation

Vrancken, T., Tenbrock, D., Reick, S., Bozhinovski, D., Weiss, G. & Spanakis, G., 3 Jun 2017, Advances in Practical Applications of Cyber-Physical Multi-Agent Systems: The PAAMS Collection: 15th International Conference, PAAMS 2017, Porto, Portugal, June 21-23, 2017, Proceedings. Demazeau, Y., Davidsson, P., Bajo, J. & Vale, Z. (eds.). Springer, p. 272-283 12 p.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

Reciprocal Recommender System for Learners in Massive Open Online Courses (MOOCs)

Prabhakar, S., Spanakis, G. & Zaiane, O., Sep 2017, International Conference on Web-Based Learning (ICWL). Springer, p. 157-167 11 p.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

Worldwide Universities Network (WUN) Web Observatory: Applying Lessons from the Web to Transform the Research Data Ecosystem

Price, S., Hall, W., Earl, G., Tiropanis, T., Tinati, R., Wang, X., Gandolfi, E., Gatewood, J., Boateng, R., Denemark, D., Groflin, A., Loader, B., Schmidt, M., Billings, M., Spanakis, G., Suleman, H., Tsoi, K. & Wessels, B., Apr 2017, International World Wide Web Conference: (WOW'17) Web Observatory Workshop 2017. p. 1665-1667

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

2016

AMSOM: Adaptive Moving Self-organizing Map for Clustering and Visualization

Spanakis, G. & Weiss, G., 2016, p. 129-140.

Research output: Contribution to conferencePaperAcademic

1 Citation (Scopus)
152 Downloads (Pure)
Open Access
File
106 Downloads (Pure)

Bagged Boosted Trees for Classification of Ecological Momentary Assessment Data

Spanakis, G., Weiss, G. & Roefs, A., 2016, ECAI 2016 - 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands - Including Prestigious Applications of Artificial Intelligence (PAIS 2016). p. 1612-1613 2 p.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

Open Access
File

Enhancing Classification of Ecological Momentary Assessment Data Using Bagging and Boosting

Spanakis, G., Weiss, G. & Roefs, A., 6 Nov 2016, IEEE 28th International Conference on Tools with Artificial Intelligence (ICTAI 2016). IEEE, p. 388-395

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

1 Citation (Scopus)

Indulgent thinking? Ecological momentary assessment of overweight and healthy-weight participants' cognitions and emotions

Boh, B., Jansen, A., Clijsters, I., Nederkoorn, C., Lemmens, L. H. J. M., Spanakis, G. & Roefs, A., Dec 2016, In : Behaviour Research and Therapy. 87, p. 196-206 11 p.

Research output: Contribution to journalArticleAcademicpeer-review

Storyline detection and tracking using Dynamic Latent Dirichlet Allocation

Bruggermann, D., Hermey, Y., Orth, C., Schneider, D., Selzer, S. & Spanakis, G., 5 Nov 2016, Proceedings of the 2nd Workshop on Computing News Storylines (CNS 2016), EMNLP 2016. Association for Computational Linguistics, p. 9-19

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

Open Access

Towards a Topic Discovery and Tracking System with Application to News Items

Brüggermann, D., Hermey, Y., Orth, C., Schneider, D., Selzer, S. & Spanakis, G., Nov 2016, Future and Emerging Trends in Language Technology: Machine Learning and Big Data: Second International Workshop, FETLT 2016, Seville, Spain, November 30 --December 2, 2016, Revised Selected Papers. Quesada, J. F., Martín Mateos, F-J. & López Soto, T. (eds.). Cham: Springer, p. 183-197 15 p.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

210 Downloads (Pure)

Utilizing Longitudinal Data to Build Decision Trees for Profile Building and Predicting Eating Behavior

Spanakis, G., Weiss, G., Boh, B., Kerkhofs, V. & Roefs, A., 2016, In : Procedia Computer Science. 100, p. 782-789 8 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
2015

Flexible Deep Neural Network structure with application to Natural Language Processing

Wittlinger, C., Spanakis, G. & Weiss, G., Nov 2015, BNAIC 2015 THE 27TH BENELUX CONFERENCE ON ARTIFICIAL INTELLIGENCE. Vol. 1.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

Learning when you will eat unhealthy using decision trees for longitudinal data

Spanakis, G., Boh, B., Kerkhofs, V., Lemmens, L. H. J. M., Jansen, A. & Roefs, A., Nov 2015.

Research output: Contribution to conferencePosterAcademic

2 Citations (Scopus)

Network Analysis of Ecological Momentary Assessment Data for Monitoring and Understanding Eating Behavior

Spanakis, G., Weiss, G., Boh, B. & Roefs, A., 2015, Smart Health: International Conference, ICSH 2015, Phoenix, AZ, USA, November 17-18, 2015. Revised Selected Papers. Zheng, X., Zeng, D. D., Chen, H. & Leischow, J. S. (eds.). Cham: Springer, p. 43-54 12 p.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review