Publications

All publications of the faculty of EEMCS are stored in its e-prints server, which provide more facilities for browsing and searching. All publications of the last 20 years to which members of the HMI group contributed can be found using the year and are sorted by type and within type sorted by first author/editor.

2014

Dissertations

M. Dadvar Experts and Machines United Against Cyberbullying . PhD Thesis, University of Twente, September 12 2014, Centre for Telematics and Information Technology, University of Twente , Enschede, Pages: 159, Promotors: F.M.G. de Jong, 2014 [pdf] [bibTeX] [e-prints] 

H.E. Jochmann-Mannak Websites for children: Search strategies and interface design - Three studies on children’s search performance and evaluation. PhD Thesis, Univ. of Twente, January 09 2014, Centre for Telematics and Information Technology, University of Twente, Enschede, Pages: 248, Promotors: T.W.C. Huibers and L.R. Lentz, Ass. Promotors: T.J.M. Sanders, 2014 [pdf] [bibTeX] [e-prints] 

D. Plass-Oude Bos Making brain-computer interfaces better: Improving usability through post-processing. PhD Thesis, Univ. of Twente, November 21 2014, Centre for Telematics and Information Technology, University of Twente, Enschede, Pages: 173, Promotors: A. Nijholt, Ass. Promotors: M. Poel, 2014 [pdf] [bibTeX] [e-prints] 

S.R. Duarte Torres Information Retrieval for Children: Search Behavior and Solutions . PhD Thesis, University of Twente, February 14 2014, Twente University Press, Enschede, Pages: 236, Promotors: P.M.G. Apers and T.W.C. Huibers, Ass. Promotors: D. Hiemstra, 2014 [pdf] [bibTeX] [e-prints] 

Journal Papers

E.M.A.G. van Dijk, F. van der Sluis, L.M. Perloy and A. Nijholt A user experience model for tangible interfaces for children. International Journal of Arts and Technology (IJART), D. Reidsma, G. Volpe, A. Camurri and A. Nijholt (eds), 8(3):212-229, 2014 [pdf] [bibTeX] [e-prints] 

A. Hogenboom, B. Heerschop, F. Frasincar, U. Kaymak and F.M.G. de Jong Multilingual Support for Lexicon-Based Sentiment Analysis Guided by Semantics.. Decision support systems, 62(1):43-53, 2014 [pdf] [bibTeX] [e-prints] 

Bihan Jiang, M. Valstar, B. Martinez and M. Pantic A dynamic appearance descriptor approach to facial actions temporal modeling. IEEE Transactions on Cybernetics, 44(2):161-174, 2014 [pdf] [bibTeX] [e-prints] 

Haruhiro Katayose and D. Reidsma Special issue: Ten Years of Advances in Computer Entertainment. Entertainment computing, M. Rauterberg (eds), 5(4):439-439, 2014 [pdf] [bibTeX] [e-prints] 

I.A. de Kok, R.W. Poppe and D.K.J. Heylen Iterative perceptual learning for social behavior synthesis. Journal on Multimodal User Interfaces , 8(3):231-241, 2014 [pdf] [bibTeX] [e-prints] 

M. Lohse, F. Siepmann and S. Wachsmuth A modeling framework for user-driven iterative design of autonomous systems. International journal of social robotics, 6(1):121-139, 2014 [pdf] [bibTeX] [e-prints] 

I. Marras, G. Tzimiropoulos, S. Zafeiriou and M. Pantic Online learning and fusion of orientation appearance models for robust rigid object tracking. Image and vision computing, 32(10):707-727, 2014 [pdf] [bibTeX] [e-prints] 

C. Mühl, B. Allison, A. Nijholt and G. Chanel Affective Brain-Computer Interfaces: Special Issue Editorial. Brain-Computer Interfaces, 1(2):63-65, 2014 [pdf] [bibTeX] [e-prints] 

C. Mühl, B. Allison, A. Nijholt and G. Chanel A survey of affective brain computer interfaces: principles, state-of-the-art, and challenges. Brain-Computer Interfaces, 1(2):66-84, 2014 [pdf] [bibTeX] [e-prints] 

A.N. Niazi, P.L.C. van den Broek, S. Klanke, M. Barth, M. Poel, P. Desain and M.A.J. van Gerven Online decoding of object-based attention using real-time fMRI. European Journal of Neuroscience, 39(2):319-329, 2014 [pdf] [bibTeX] [e-prints] 

M. Nicolaou, V. Pavlovic and M. Pantic Dynamic Probabilistic CCA for Analysis of Affective Behaviour and Fusion of Continuous Annotations. IEEE transactions on pattern analysis and machine intelligence, 36(7):1299-1311, 2014 [pdf] [bibTeX] [e-prints] 

A. Nijholt Breaking Fresh Ground in Human-Media Interaction Research. Frontiers in ICT, 1:4-6, 2014 [pdf] [bibTeX] [e-prints] 

A. Nijholt De Wereld als Grap. De Connectie, 9(1):14-19, 2014 [pdf] [bibTeX] [e-prints] 

H. van Oostendorp, E.D. van der Spek and J.M. Linssen Adapting the Complexity Level of a Serious Game to the Proficiency of Players. EAI Endorsed Transactions on Serious Games, 14(2):8, 2014 [pdf] [bibTeX] [e-prints] 

R.W. Poppe, M. ter Maat and D.K.J. Heylen Switching Wizard of Oz for the online evaluation of backchannel behavior. Journal on Multimodal User Interfaces, 8(1):109-117, 2014 [pdf] [bibTeX] [e-prints] 

R.W. Poppe, S. Van Der Zee, D.K.J. Heylen and P.J. Taylor AMAB: Automated measurement and analysis of body motion. Behavior Research Methods, 46(3):625-633, 2014 [pdf] [bibTeX] [e-prints] 

R.W. Poppe, R. Böck, F. Bonin, N. Campbell, I.A. de Kok and D. Traum From multimodal analysis to real-time interactions with virtual agents. Journal on Multimodal User Interfaces, 8(1):1-3, 2014 [pdf] [bibTeX] [e-prints] 

Th.E. Schouten and E.L. van den Broek Fast Exact Euclidean Distance (FEED): A New Class of Adaptable Distance Transforms. IEEE transactions on pattern analysis and machine intelligence, pages 14, 2014 [pdf] [bibTeX] [e-prints] 

F. van der Sluis, E.L. van den Broek, R.J. Glassey, E.M.A.G. van Dijk and F.M.G. de Jong When complexity becomes interesting. Journal of the Association for Information Science and Technology, 65(7):1478-1500, 2014 [pdf] [bibTeX] [e-prints] 

K.P. Truong, G.J. Westerhof, S.M.A. Lamers and F.M.G. de Jong Towards modeling expressed emotions in oral history interviews: Using verbal and nonverbal signals to track personal narratives. Literary and Linguistic Computing, 29(4):621-636, 2014 [pdf] [bibTeX] [e-prints] 

G. Tzimiropoulos, J. Alabort-Medina, S. Zafeiriou and M. Pantic Active Orientation Models for Face Alignment In-the-Wild. IEEE transactions on information forensics and security, 9(12):2024-2034, 2014 [pdf] [bibTeX] [e-prints] 

T. Visser, D. Traum, D. DeVault and H.J.A. op den Akker A model for incremental grounding in spoken dialogue systems. Journal on Multimodal User Interfaces, 8(1):61-73, 2014 [pdf] [bibTeX] [e-prints] 

Books

Entertaining the whole world. A.D. Cheok, A. Nijholt and T. Romão (eds), Human-Computer Interaction Series, Springer Verlag, London, pp. 156, 2014 [pdf] [bibTeX] [e-prints] 

Social Collective Intelligence: Combining the Powers of Humans and Machines to Build a Smarter Society. D. Miorandi, V. Maltese, M. Rovatsos, A. Nijholt and J. Stewart (eds), Springer Series on Computational Social Sciences, Vol: 5. Springer Verlag, Heidelberg, pp. 276, 2014 [pdf] [bibTeX] [e-prints] 

Playful User Interfaces. Interfaces that Invite Social and Physical Interaction.. A. Nijholt (eds), Gaming Media and Social Effects, Springer Verlag, Berlin, pp. 352, 2014 [pdf] [bibTeX] [e-prints] 

Intelligent Technologies for Interactive Entertainment: 6th International Conference, INTETAIN 2014. D. Reidsma, I. Choi and R. Bargar (eds), Lecture Notes of the Institute for Computer Sciences, Social Inf, Vol: 136. Springer Verlag, Berlin, 2014 [pdf] [bibTeX] [e-prints] 

Book Chapters

A.D. Cheok, T. Romão, A. Nijholt and Gino Yu Entertaining the whole world. pp. 1-3. In Entertaining the Whole World, A.D. Cheok, A. Nijholt and T. Romão (eds), Springer Verlag, London, 2014 [pdf] [bibTeX] [e-prints] 

R.W. van Delden, A.M. Moreno Celleri, C. Ramos, G. Carrasco, D. Reidsma and R.W. Poppe Hang in There: A Novel Body-Centric Interactive Playground. pp. 160-178. In Innovative and Creative Developments in Multimodal Interaction Systems, Y. Rybarczyk, T. Cardoso, J. Rosas and L.M. Camarinha-Matos (eds), Springer Verlag, London, 2014 [pdf] [bibTeX] [e-prints] 

E.M.A.G. van Dijk, A. Lingnau, G. Vissers and H. Kockelhorn Individual and Collaborative Personalization in a Science Museum. pp. 185-208. In Playful User Interfaces: Interfaces that Invite Social and Physical Interaction, A. Nijholt (eds), Springer, Singapore, 2014 [pdf] [bibTeX] [e-prints] 

A. Elkins, S. Zafeiriou, M. Pantic and J. Burgoon Unobtrusive Deception Detection. pp. 503-512. In The Oxford Handbook of Affective Computing, R. Calvo, S. D’Mello, A. Kappas and J. Gratch (eds), Oxford University Press, Oxford, UK, 2014 [pdf] [bibTeX] [e-prints] 

H.E. Jochmann-Mannak, L. Lentz, T.W.C. Huibers and T. Sanders How Interface Design and Search Strategy Influence Children’s Search Performance and Evaluation . pp. 241-287. In Evaluating Websites and Web Services: Interdisciplinary Perspectives on User Satisfaction, IGI Global, Hershey, PA, USA, 2014 [pdf] [bibTeX] [e-prints] 

E.J. Krahmer, M.B. Goudbeek and M. Theune Referring expression generation in interaction: a graph-based perspective. pp. 126-148. In Natural Language Generation in Interactive Systems, A. Stent and S. Bangalore (eds), Cambridge University Press, Cambridge, UK, 2014 [pdf] [bibTeX] [e-prints] 

A.H. Mader, D. Reidsma and E.C. Dertien Single value devices. pp. 65-87. In Schnittstellen, Die Gegenwart des Abwesenden, Reimer Verlag GmbH, Berlin, Berlin, 2014 [pdf] [bibTeX] [e-prints] 

D. Miorandi, V. Maltese, M. Rovatsos, A. Nijholt and J. Stewart Preface. pp. 2. In Social Collective Intelligence: Combining the Powers of Humans and Machines to Build a Smarter Society, D. Miorandi, V. Maltese, M. Rovatsos, A. Nijholt and J. Stewart (eds), Springer Verlag, Heidelberg, 2014 [pdf] [bibTeX] [e-prints] 

C. Mühl, D.K.J. Heylen and A. Nijholt Affective brain-computer interfaces: neuroscientific approaches to affect detection. pp. 217-232. In Oxford Handbook of Affective Computing, R. Calvo, S. D’Mello, J. Gratch and A. Kappas (eds), Oxford University Press, Oxford, 2014 [pdf] [bibTeX] [e-prints] 

A. Nijholt Playful Interfaces: Introduction and History. pp. 1-21. In Playful User Interfaces. Interfaces that Invite Social and Physical Interaction, A. Nijholt (eds), Springer Verlag, Berlin, 2014 [pdf] [bibTeX] [e-prints] 

A. Nijholt Steden met Gevoel voor Humor. pp. 30-31. In Het Beste Idee van 2014, J.A. Baijens (eds), Uitgeverij De Wereld, Tilburg, Nederland, 2014 [pdf] [bibTeX] [e-prints] 

A. Nijholt Preface (to Playful User Interfaces). pp. 3. In Playful User Interfaces. Interfaces that Invite Social and Physical Interaction, A. Nijholt (eds), Springer Verlag, Berlin, 2014 [pdf] [bibTeX] [e-prints] 

R.W. Poppe, R.W. van Delden, A.M. Moreno Celleri and D. Reidsma Interactive Playgrounds for Children. pp. 99-118. In Playful User Interfaces, A. Nijholt (eds), Springer Verlag, Berlin, 2014 [pdf] [bibTeX] [e-prints] 

D. Reidsma, M. Radha and A. Nijholt Mediated Interactions and Musical Expression--A Survey. pp. 79-98. In Digital Da Vinci. Computers in Music, N. Lee (eds), Springer, New York, 2014 [pdf] [bibTeX] [e-prints] 

S.I. Scagliola and F.M.G. de Jong Clio’s talkative daughther goes digital: the interplay between technology and oral accounts as historical data.. pp. 511-526. In The Making of the Humanities, Volume III. The Modern Humanities, R. Bod, J. ter Maat and T. Weststeijn (eds), Amsterdam University Press, Amsterdam, 2014 [pdf] [bibTeX] [e-prints] 

D. Tettero, D. Reidsma, E.M.A.G. van Dijk and A. Nijholt Yellow is mine!: designing interactive playgrounds based on traditional children’s play. pp. 63-84. In Entertaining the Whole World, A.D. Cheok, A. Nijholt and T. Romão (eds), Springer Verlag, London, 2014 [pdf] [bibTeX] [e-prints] 

Contributions to Proceedings

R.B.N. Aly, R.B. Trieschnigg, K. McGuinness, N.E. O’ Connor and F.M.G. de Jong Average Precision: Good Guide or False Friend to Multimedia Search Effectiveness?. in Proceedings of the 20th Anniversary International Conference on MultiMedia Modelling, MMM 2014, Part II, Lecture Notes in Computer Science , volume 8326, Springer Verlag, London, pp. 239-250, 2014 [pdf] [bibTeX] [e-prints] 

A. Asthana, S. Zafeiriou, Shiyang Cheng and M. Pantic Incremental Face Alignment in the Wild. in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2014, IEEE Computer Society, USA, pp. 1859-1866, 2014 [pdf] [bibTeX] [e-prints] 

J. ten Brinke, J.M. Linssen and M. Theune Hide and sneak: story generation with characters that perceive and assume. in Tenth AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment, AIIDE 2014, AAAI Press, Palo Alto, USA, pp. 174-180, 2014 [pdf] [bibTeX] [e-prints] 

M. Bruijnes, S. Wapperom, H.J.A. op den Akker and D.K.J. Heylen A Method to Evaluate Response Models. in Proceedings of the 14th International Conference on Intelligent Virtual Agents, IVA 2014, T. Bickmore, S. Marcella and C. Sidner (eds), Lecture Notes in Computer Science, volume 8637, Springer International Publishing, Switzerland, pp. 67-70, 2014 [pdf] [bibTeX] [e-prints] 

M. Bruijnes, S. Wapperom, H.J.A. op den Akker and D.K.J. Heylen A Virtual Suspect Agent’s Response Model. in Fourteenth International Conference on Intelligent Virtual Agents (IVA 2014); Proceedings of the Workshop on Affective Agents, L. Ring, Y. Leite and J. Dias (eds), Gaips Intelligent Agents and Synthetic Characters Group, Porto Salvo, Portugal, pp. 17-24, 2014 [pdf] [bibTeX] [e-prints] 

C. Brunner, B. Blankertz, F. Cincotti, A. Kübler, D. Mattia, F. Miralles, A. Nijholt, B. Otal, P. Salomon and G. Müller-Putz BNCI Horizon 2020 -- Towards a Roadmap for Brain/Neural Computer Interaction. in Proceedings of the 8th International Conference on Universal Access in Human-Computer Interaction, UAHCI 2014, C. Stephanidis and M. Antona (eds), Lecture Notes in Computer Science , volume 8513, Springer Verlag, Heidelberg, pp. 475-486, 2014 [pdf] [bibTeX] [e-prints] 

Shiyang Cheng, S. Zafeiriou, A. Asthana and M. Pantic 3D facial geometric features for constrained local model. in Proceedings of IEEE International Conference on Image Processing (ICIP 2014), IEEE Computer Society, USA, pp. 1425-1429, 2014 [pdf] [bibTeX] [e-prints] 

Shiyang Cheng, A. Asthana, S. Zafeiriou, Jie Shen and M. Pantic Real-Time Generic Face Tracking in the Wild with CUDA. in Proceedings of the 5th ACM Multimedia Systems Conference, MMSys 2014, ACM, New York, pp. 148-151, 2014 [pdf] [bibTeX] [e-prints] 

M. Dadvar, R.B. Trieschnigg and F.M.G. de Jong Experts and Machines against Bullies: A Hybrid Approach to Detect Cyberbullies. in Proceedings of the 27th Canadian Conference on Artificial Intelligence, Canadian AI 2014, Lecture Notes in Computer Science , volume 8436, Springer Verlag, Berlin, pp. 275-281, 2014 [pdf] [bibTeX] [e-prints] 

R.W. van Delden, D. Reidsma, W. van Oorsouw, R.W. Poppe, P. van der Vos, A. Lohmeijer, P. Embregts, V. Evers and D.K.J. Heylen Towards an Interactive Leisure Activity for People with PIMD. in Proceedings of the 14th International Conference on Computers Helping People with Special Needs, ICCHP 2014, K. Miesenberger, D. Fels, D. Archambault, P. Peňáz and W. Zagler (eds), Lecture Notes in Computer Science , volume 8547, Springer International Publishing, Switzerland, pp. 276-282, 2014 [pdf] [bibTeX] [e-prints] 

R.W. van Delden, A.M. Moreno Celleri, R.W. Poppe, D. Reidsma and D.K.J. Heylen Steering Gameplay Behavior in the Interactive Tag Playground. in Proceedings of the European Conference on Ambient Intelligence, AmI 2014, Revised Selected Papers, E. Aarts, B. de Ruyter, P. Markopoulos, E. van Loenen,, R. Wichert, B. Schouten, J. Terken, R. van Kranenburg, E. den Ouden and G. O’Hare (eds), Lecture Notes in Computer Science , volume 8850, Springer International Publishing, Switzerland, pp. 145-157, 2014 [pdf] [bibTeX] [e-prints] 

T. Demeester, R.B. Trieschnigg, Dong-Phuong Nguyen, Ke Zhou and D. Hiemstra Overview of the TREC 2014 Federated Web Search Track. in Proceedings of the 23rd Text REtrieval Conference Proceedings (TREC 2014), NIST Special Publications, National Institute of Standard and Technology (NIST), Gaithersburg, MD, USA, pp. 14, 2014 [pdf] [bibTeX] [e-prints] 

T. Demeester, R.B. Trieschnigg, Dong-Phuong Nguyen and D. Hiemstra Overview of the TREC 2013 Federated Web Search Track. in Proceedings of the 22nd Text REtrieval Conference (TREC 2013), NIST Special Publications, volume 500, National Institute of Standards and Technology, Gaithersburg, pp. 11, 2014 [pdf] [bibTeX] [e-prints] 

T. Demeester, R.B.N. Aly, D. Hiemstra, Dong-Phuong Nguyen, R.B. Trieschnigg and C. Develder Exploiting User Disagreement for Web Search Evaluation: an Experimental Approach. in Proceedings of the 7th ACM international conference on Web search and data mining, WSDM 2014, ACM, New York, pp. 33-42, 2014 [pdf] [bibTeX] [e-prints] 

S. Eleftheriadis, O. Rudovic and M. Pantic View-constrained latent variable model for multi-view facial expression classification. in Proceedings of the 10th International Symposium on Advances in Visual Computing, 10th International Symposium, ISVC 2014, Lecture Notes in Computer Science, volume 8888, Springer International Publishing, Switzerland, pp. 292-303, 2014 [pdf] [bibTeX] [e-prints] 

J.B.F. van Erp, C.J.A.M. Willemse, J.B. Janssen and A. Toet Sensators: Active Multisensory Tangible User Interfaces. in Proceedings of the 9th International Conference on Haptics: Neuroscience, Devices, Modeling, and Applications (EuroHaptics 2014), Lecture Notes in Computer Science, volume 8619, Springer Verlag, Berlin, pp. 485-487, 2014 [pdf] [bibTeX] [e-prints] 

M. Eskevich, R.B.N. Aly, D. Racca, R.J.F. Ordelman, S. Chen and G. Jones The Search and Hyperlinking Task at MediaEval 2014. in Working Notes Proceedings of the MediaEval 2014 Multimedia Benchmark Workshop, volume 1263 , CEUR-WS.org, pp. 30-31, 2014 [pdf] [bibTeX] [e-prints] 

V. Evers, N. Menezes, L. Merino, D. Gavrilla, F. Nabais, M. Pantic, P. Alvito and D.E. Karreman The Development and Real-World Deployment of FROG, the Fun Robotic Outdoor Guide. in Proceedings of the 2014 ACM/IEEE international conference on Human-robot interaction, HRI 2014, ACM, New York, pp. 100-100, 2014 [pdf] [bibTeX] [e-prints] 

C. Georgakis, S. Petridis and M. Pantic Visual-only discrimination between native and non-native speech. in Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2014, IEEE Computer Society, USA, pp. 4828-4832, 2014 [pdf] [bibTeX] [e-prints] 

C. Georgakis, S. Petridis and M. Pantic Discriminating Native from Non-Native Speech using fusion of visual cues. in Proceedings of the ACM International Conference on Multimedia, MM 2014, ACM, New York, pp. 1177-1180, 2014 [pdf] [bibTeX] [e-prints] 

H. Gürkök, B.L.A. van de Laar, D. Plass-Oude Bos, M. Poel and A. Nijholt Players’ opinions on control and playability of a BCI game. in Proceedings of the 8th International Conference on Universal Access in Human-Computer Interaction, UAHCI 2014, C. Stephanidis and M. Antona (eds), Lecture Notes in Computer Science , volume 8514, Springer Verlag, Heidelberg, pp. 549-560, 2014 [pdf] [bibTeX] [e-prints] 

M.D. Hoek, M. Theune and J.M. Linssen Generating game narratives with focalization and flashbacks. in Proceedings of the AIIDE 2014 Workshop on Games and Natural Language Processing, AAAI Press, Palo Alto, USA, pp. 9-14, 2014 [pdf] [bibTeX] [e-prints] 

G. Huisman, J Kolkmeijer and D.K.J. Heylen Simulated Social Touch in a Collaborative Game. in Proceedings of the 9th International Conference on Haptics: Neuroscience, Devices, Modeling, and Applications (EuroHaptics 2014), Lecture Notes in Computer Science, volume 8618, Springer Verlag, Berlin, pp. 248-256, 2014 [pdf] [bibTeX] [e-prints] 

G. Huisman, J. Kolkmeier and D.K.J. Heylen With Us or Against Us: Simulated Social Touch by Virtual Agents in a Cooperative or Competitive Setting. in Proceedings of the 14th International Conference on Intelligent Virtual Agents, IVA 2014, Lecture Notes in Computer Science, volume 8637, Springer International Publishing, Switzerland, pp. 204-213, 2014 [pdf] [bibTeX] [e-prints] 

Bihan Jiang, B. Martinez, M. Valstar and M. Pantic Decision Level Fusion of Domain Specific Regions for Facial Action Recognition. in Proceedings of the 22nd International Conference on Pattern Recognition (ICPR 2014), IEEE Computer Society, USA, pp. 1776-1781, 2014 [pdf] [bibTeX] [e-prints] 

Bihan Jiang, B. Martinez and M. Pantic Parametric temporal alignment for the detection of facial action temporal segments. in Proceedings of the 25th British Machine Vision Conference (BMVC 2014), BMVC Press, Durham, UK, pp. 95-105, 2014 [pdf] [bibTeX] [e-prints] 

F.M.G. de Jong, A.J. van Hessen, T. Petrovic and S.I. Scagliola Croatian Memories; speech, meaning and emotions in a collection of interviews on experiences of war and trauma. in Proceedings of the Ninth International Conference on Language Resources and Evaluation (LREC’14), ELRA, Reykjavik, pp. 7, 2014 [pdf] [bibTeX] [e-prints] 

M.P. Joosse, M. Lohse and V. Evers Sound over Matter: The Effects of Functional Noise, Robot Size and Approach Velocity in Human-Robot Encounters. in Proceedings of the 2014 ACM/IEEE Conference on Human-Robot Interaction (HRI 2014), ACM, New York, pp. 184-185, 2014 [pdf] [bibTeX] [e-prints] 

M.P. Joosse, R.W. Poppe, M. Lohse and V. Evers Cultural Differences in how an Engagement-Seeking Robot should Approach a Group of People. in Proceedings of the 5th ACM international conference on Collaboration across boundaries: Culture, Distance & Technology (CABS 2014), ACM, New York, pp. 121-130, 2014 [pdf] [bibTeX] [e-prints] 

M.M. Jung, R.W. Poppe, M. Poel and D.K.J. Heylen Touching the Void - Introducing CoST: Corpus of Social Touch. in Proceedings of the 16th International Conference on Multimodal Interaction, ICMI 2014, ICMI ’14, ACM, New York, pp. 120-127, 2014 [pdf] [bibTeX] [e-prints] 

M.M. Jung Towards Social Touch Intelligence: Developing a Robust System for Automatic Touch Recognition. in Proceedings of the 16th International Conference on Multimodal Interaction, ICMI 2014, ICMI ’14, ACM, New York, pp. 344-348, 2014 [pdf] [bibTeX] [e-prints] 

R. Kaptein, G. Koot, M.A.A. Huis in ’t Veld and E.L. van den Broek Needle Custom Search: Recall-oriented search on the Web using semantic annotations. in Advances in Information Retrieval: Proceedings of the 36th European Conference on IR Research, (ECIR 2014), M. de Rijke, T. Kenter, A.P. de Vries, C. Zhai, F. de Jong, K. Radinsky and K. Hofmann (eds), Lecture Notes in Computer Science, volume 8416, Springer International Publishing Switzerland, Cham, Switzerland, pp. 750-753, 2014 [pdf] [bibTeX] [e-prints] 

D.E. Karreman, A. Utama, M.P. Joosse, M. Lohse, E.M.A.G. van Dijk and V. Evers Robot etiquette: How to approach a pair of people? . in Proceedings of the 2014 ACM/IEEE international conference on Human-robot interaction, HRI 2014, ACM, New York, pp. 196-197, 2014 [pdf] [bibTeX] [e-prints] 

G. Koot, M.A.A. Huis in ’t Veld, J. Hendricksen, R. Kaptein, A. de Vries and E.L. van den Broek Foraging Online Social Networks. in Proceedings of the 2014 IEEE Joint Intelligence and Security Informatics Conference (JISIC2014), M. den Hengst, M. Israël, D. Zeng, C. Veenman and A. Wang (eds), IEEE Computer Society, Los Alamitos, CA, USA, pp. 312-315, 2014 [pdf] [bibTeX] [e-prints] 

J. Kossaifi, G. Tzimiropoulos and M. Pantic Fast Newton active appearance models. in Proceedings of IEEE International Conference on Image Processing (ICIP 2014), IEEE Computer Society, USA, pp. 1420-1424, 2014 [pdf] [bibTeX] [e-prints] 

O. Kulyk, H.J.A. op den Akker, R. Klaassen and J.E.W.C. van Gemert-Pijnen Let us Get Real! An Integrated Approach for Virtual Coaching and Real-time Activity Monitoring in Lifestyle Change Support Systems. in Proceedings of the Sixth International Conference on eHealth, Telemedicine, and Social Medicine, eTELEMED 2014, International Academy, Research and Industry Association, Red Hook, NY, USA, pp. 211-216, 2014 [pdf] [bibTeX] [e-prints] 

S.M.A. Lamers, K.P. Truong, B. Steunenberg, F.M.G. de Jong and G.J. Westerhof Applying prosodic speech features in mental health care: An exploratory study in a life-review intervention for depression. in Proceedings of the ACL Workshop on Computational Linguistics and Clinical Psychology: From Linguistic Signal to Clinical Reality, Association for Computational Linguistics, Baltimore, Maryland, USA, pp. 61-68, 2014 [pdf] [bibTeX] [e-prints] 

J.M. Linssen, T.F. de Groot, M. Theune and M. Bruijnes Beyond Simulations: Serious Games for Training Interpersonal Skills in Law Enforcement. in Proceedings of the 10th annual meeting of the European Social Simulation Association (ESSA 2014), European Social Simulation Association, Universitat Autònoma de Barcelona, Barcelona, pp. 127-130, 2014 [pdf] [bibTeX] [e-prints] 

J.M. Linssen and M. Theune Meta-techniques for a Social Awareness Learning Game. in Proceedings of the 8th European Conference on Games Based Learning, ECGBL 2014, C. Busch (eds), Academic Conferences and Publishing International Limited , Reading, U.K., pp. 697-704, 2014 [pdf] [bibTeX] [e-prints] 

S. Liwicki, M.T. Pham, S. Zafeiriou, M. Pantic and B. Stenger Full-Angle Quaternions for Robustly Matching Vectors of 3D Rotations. in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2014, IEEE Computer Society, USA, pp. 105-112, 2014 [pdf] [bibTeX] [e-prints] 

M. Lohse, R. Rothuis, J. Gallego Pérez, D.E. Karreman and V. Evers Robot Gestures Make Difficult Tasks Easier: the Impact of Gestures on Perceived Workload and Task Performance. in Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, CHI 2014, ACM, New York, pp. 1459-1466, 2014 [pdf] [bibTeX] [e-prints] 

M. Lohse and V. Evers Useful and motivating robots: the influence of task structure on human-robot teamwork. in Proceedings of the 2014 ACM/IEEE international conference on Human-robot interaction, HRI 2014, ACM, New York, pp. 232-233, 2014 [pdf] [bibTeX] [e-prints] 

A.H. Mader and W. Eggink A Design Process for Creative Technology. in Proceedings of the 16th International conference on Engineering and Product Design, E&PDE 2014 , E. Bohemia, A. Eger, W. Eggink, A.. Kovacevic, B. Parkinson and W. Wits (eds), E&PDE, The Design Society, Bristol, UK, pp. 568-573, 2014 [pdf] [bibTeX] [e-prints] 

A. Minuto, F. Pittarello and A. Nijholt New Materials = New Expressive Powers: Smart Material Interfaces and Arts, experience via smart materials. in Proceedings of the International Working Conference on Advanced Visual Interfaces, AVI 2014, ACM, New York, pp. 141-144, 2014 [pdf] [bibTeX] [e-prints] 

A Moniz and F.M.G. de Jong Sentiment analysis and the impact of employee satisfaction on firm earnings. in Proceedings of the 36th European Conference on IR Research, ECIR 2014, Lecture Notes in Computer Science, volume 8416, Springer Verlag, London, pp. 519-527, 2014 [pdf] [bibTeX] [e-prints] 

Dong-Phuong Nguyen, R.B. Trieschnigg and T. Meder TweetGenie: Development, Evaluation, and Lessons Learned. in Proceedings of COLING 2014, the 25th International Conference on Computational Linguistics, Association for Computational Linguistics, pp. 62-66, 2014 [pdf] [bibTeX] [e-prints] 

Dong-Phuong Nguyen, R.B. Trieschnigg and M. Theune Using Crowdsourcing to Investigate Perception of Narrative Similarity. in Proceedings of the 23rd ACM International Conference on Information and Knowledge Management, CIKM 2014, ACM, New York, pp. 321-330, 2014 [pdf] [bibTeX] [e-prints] 

Dong-Phuong Nguyen, R.B. Trieschnigg, A.S. Doğruöz, R. Gravel, M. Theune, T. Meder and F.M.G. de Jong Why Gender and Age Prediction from Tweets is Hard: Lessons from a Crowdsourcing Experiment. in Proceedings of COLING 2014, the 25th International Conference on Computational Linguistics, Association for Computational Linguistics, pp. 1950-1961, 2014 [pdf] [bibTeX] [e-prints] 

M. Nicolaou, S. Zafeiriou and M. Pantic A unified framework for probabilistic component analysis. in Proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2014, Lecture Notes in Computer Science, volume 8725, Springer Verlag, Berlin, pp. 469-484, 2014 [pdf] [bibTeX] [e-prints] 

M. Nicolaou, Y. Panagakis, S. Zafeiriou and M. Pantic Robust Canonical Correlation Analysis: Audio-visual fusion for learning continuous interest. in Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2014, IEEE Computer Society, USA, pp. 1522-1526, 2014 [pdf] [bibTeX] [e-prints] 

A. Nijholt Towards environments that have a sense of humor. in Proceedings of the 6th International Conference on Intelligent Technologies for Interactive Entertainment, INTETAIN 2014, D. Reidsma, Insook Choi and R. Bargar (eds), Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering (LNICST), volume 136, Springer Verlag, Berlin, pp. 77-80, 2014 [pdf] [bibTeX] [e-prints] 

A. Nijholt Computational Deception and Non-Cooperative Behavior. in 3rd International Conference on Informatics, Electronics & Vision, Md.A.R. Ahad and M. Turk (eds), Cennser, Dhaka, Bangladesh, pp. 22-23, 2014 [pdf] [bibTeX] [e-prints] 

A. Nijholt Towards Humor Modelling and Facilitation in Smart Environments. in Advances in Affective and Pleasurable Design. In: Proceedings of the 5th International Conference on Applied Human Factors and Ergonomics (AHFE 2014), Y. Gu Ji and S. Choi (eds), volume 19, AHFE Conference, Danvers, MA, USA, pp. 260-269, 2014 [pdf] [bibTeX] [e-prints] 

S. Nikitidis, S. Zafeiriou and M. Pantic Merging SVMs with Linear Discriminant Analysis: A Combined Model. in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2014, IEEE Computer Society, USA, pp. 1067-1074, 2014 [pdf] [bibTeX] [e-prints] 

E. Papalexakis, Dong-Phuong Nguyen and A.S. Doğruöz Predicting Code-switching in Multilingual Communication for Immigrant Communities. in Proceedings of the First Workshop on Computational Approaches to Code Switching, Association for Computational Linguistics, Stroudsburg, PA, USA, pp. 42-50, 2014 [pdf] [bibTeX] [e-prints] 

R Peters, M. Bruijnes and H.J.A. op den Akker How Turn-Taking Influences the Perception of a Suspect in Police Interviews. in Creating the Difference - Proceedings of Chi Sparks 2014, J.P. van Leeuwen, P.J. Stappers, M.H. Lamers and M.J.M.R. Thissen (eds), The Hague University of Applied Sciences and CHI Nederland, The Netherlands, pp. 86-89, 2014 [pdf] [bibTeX] [e-prints] 

D. Plass-Oude Bos, B.L.A. van de Laar, B. Reuderink, M. Poel and A. Nijholt Perception and manipulation of game control. in Proceedings of the 6th International Conference on Intelligent Technologies for Interactive Entertainment, INTETAIN 2014, D. Reidsma, Insook Choi and R. Bargar (eds), Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering (LNICST), volume 136, Springer Verlag, Berlin, pp. 57-66, 2014 [pdf] [bibTeX] [e-prints] 

J. Gallego Pérez, M. Lohse and V. Evers Robots for the psychological wellbeing of the elderly. in Proceedings of the HRI 2014 workshop on Socially Assistive Robots for the Aging Population: are we trapped in Stereotypes?, Vienna University of Technology, Vienna, Austria, pp. 6-9, 2014 [pdf] [bibTeX] [e-prints] 

M. Radha, G. Garcia-Molina, M. Poel and G. Tononi Comparison of feature and classifier algorithms for online automatic sleep staging based on a single EEG signal. in Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014 , IEEE Computer Society, USA, pp. 1876-1880, 2014 [pdf] [bibTeX] [e-prints] 

B. Rahayudi, R.W. Poppe and D.K.J. Heylen Twente Debate Corpus - A Multimodal Corpus for Head Movement Analysis. in Proceedings of the International Conference on Language Resources and Evaluation (LREC 2014), European Language Resources Association (ELRA), Luxembourg, pp. 26-31, 2014 [pdf] [bibTeX] [e-prints] 

C. Sagonas, S. Zafeiriou, Y. Panagakis and M. Pantic RAPS: Robust and Efficient Automatic Construction of Person-Specific Deformable Models. in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2014, IEEE Computer Society, USA, pp. 1789-1796, 2014 [pdf] [bibTeX] [e-prints] 

D. Schouten, I. Pfab, A. Cremers, E.M.A.G. van Dijk and M. Neerincx Gamification for low-literates: Findings on motivation, user experience, and study design. in Proceedings of the 14th International Conference on Computers Helping People with Special Needs, ICCHP 2014, K. Miesenberger, D. Fels, D. Archambault, P. Penaz and W. Zagler (eds), Lecture Notes in Computer Science, volume 8547, Springer International Publishing, Switzerland, pp. 494-501, 2014 [pdf] [bibTeX] [e-prints] 

M. Soleymani, S. Asghari-Esfeden, M. Pantic and Yun Fu Continuous emotion detection using EEG signals and facial expressions. in Proceedings of the IEEE International Conference on Multimedia and Expo (ICME 2014), IEEE Computer Society, USA, pp. 1-6, 2014 [pdf] [bibTeX] [e-prints] 

D Thornton, G.C van Capelleveen, M. Poel, J. van Hillegersberg and R.M. Müller Outlier-based Health Insurance Fraud Detection for U.S. Medicaid Data. in Proceedings of the 16th International Conference on Enterprise Information Systems (ICEIS 2014), SCITEPRESS, pp. 684-694, 2014 [pdf] [bibTeX] [e-prints] 

G. Timiropoulos and M. Pantic Gauss-Newton Deformable Part Models for Face Alignment In-the-Wild. in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2014, IEEE Computer Society, USA, pp. 1851-1858, 2014 [pdf] [bibTeX] [e-prints] 

T. Tommasi, R.B.N. Aly, K. McGuinness, K. Chatfield, R. Arandjelovic, O. Parkhi, R.J.F. Ordelman, A. Zisserman and T. Tuytelaars Beyond metadata: searching your archive based on its audio-visual content. in Proceedings of the 2014 International Broadcasting Convention, IBC 2014, Institution of Engineering and Technology (IET), Stevenage, Herts, UK, pp. 1-3, 2014 [pdf] [bibTeX] [e-prints] 

K.P. Truong, G.J. Westerhof, F.M.G. de Jong and D.K.J. Heylen An annotation scheme for sighs in spontaneous dialogue. in Proceedings of the 15th Annual Conference of the International Speech Communication Association (INTERSPEECH 2014), International Speech Communication Association (ISCA), pp. 228-232, 2014 [pdf] [bibTeX] [e-prints] 

K.P. Truong and J. Trouvain Investigating prosodic relations between initiating and responding laughs. in Proceedings of the 15th Annual Conference of the International Speech Communication Association (INTERSPEECH 2014), International Speech Communication Association (ISCA), pp. 1811-1815, 2014 [pdf] [bibTeX] [e-prints] 

S. Yang, O. Rudovic, V. Pavlovic and M. Pantic Personalised modelling of facial action unit intensity. in Proceedings of 10th International Symposium on Advances in Visual Computing, 10th International Symposium, ISVC 2014, Lecture Notes in Computer Science, volume 8888, Springer International Publishing, USA, pp. 269-281, 2014 [pdf] [bibTeX] [e-prints] 

L. Zafeiriou, E. Antonakos, S. Zafeiriou and M. Pantic Joint Unsupervised Face Alignment and Behaviour Analysis. in Proceedings of the 13th European Conference on Computer Vision, ECCV 2014, Lecture Notes in Computer Science, volume 8692, Springer International Publishing, Switzerland, pp. 167-183, 2014 [pdf] [bibTeX] [e-prints] 

L. Zafeiriou, S. Nikitidis, S. Zafeiriou and M. Pantic Slow features nonnegative matrix factorization for temporal data decomposition. in Proceedings of IEEE International Conference on Image Processing (ICIP 2014), IEEE Computer Society, USA, pp. 1430-1434, 2014 [pdf] [bibTeX] [e-prints] 

C. Zaga, K.P. Truong, M. Lohse and V. Evers Exploring child-robot engagement in a collaborative task. in Proceedings of the Child-Robot Interaction Workshop: Social Bonding, Learning and Ethics, Instituto de Engenharia de Sistemas e Computadores, Investigação e Desenvolvimento em Lisboa (INESC-ID), Lisbon, Portugal, pp. 3, 2014 [pdf] [bibTeX] [e-prints] 

Ke Zhou, T. Demeester, Dong-Phuong Nguyen, D. Hiemstra and R.B. Trieschnigg Alligning Vertical Collection Relevance with User Intent. in Proceedings of the 23rd ACM Conference on Information and Knowledge Management, CIKM 2014, ACM, New York, pp. 1915-1918, 2014 [pdf] [bibTeX] [e-prints] 

S. Wingerden, van, T.J. Uebbing, M.M. Jung and M. Poel A Neural Network Based Approach to Social Touch Classification. in Proceedings of the 2nd International Workshop on Emotion representations and modelling in Human-Computer Interaction systems, ERM4HCI 2014, ERM4HCI ’14, ACM, New York, pp. 7-12, 2014 [pdf] [bibTeX] [e-prints] 

Misc

Y. Joustra Forecasting of wind power production in the Netherlands. mastersthesis, 2014 [pdf] [bibTeX] [e-prints] 

N. Tax Scaling Learning to Rank to Big Data: Using MapReduce to Parallelise Learning to Rank. mastersthesis, 2014 [pdf] [bibTeX] [e-prints]