2014

P. Bercher, S. Biundo, T. Geier, T. Hoernle, F. Nothdurft, F. Richter, and B. Schattenberg.
Plan, Repair, Execute, Explain - How Planning Helps to Assemble your Home Theater.
In Proceedings of the 24th International Conference on Automated Planning and Scheduling (ICAPS 2014), pages 386-394, AAAI Press, 2014.
.pdf ]

P. Bercher, S. Keen, and S. Biundo.
Hybrid Planning Heuristics Based on Task Decomposition Graphs.
In Proceedings of the Seventh Annual Symposium on Combinatorial Search (SoCS 2014), pages 35-43, AAAI Press, 2014.
.pdf ]

K. Bergmann, R. Böck, and P. Jaecks.
EmoGest: Investigating the Impact of Emotions on Spontaneous Co-speech Gestures.
In Proceedings of the Workshop on Multimodal corpora 2013: Multimodal Corpora: Combining applied and basic research targets, pages 13-16, Language Resources and Evaluation,(LREC), 2014.

A. Bethmann and A. Brechmann.
On the definition and interpretation of voice selective activation in the temporal cortex.
Frontiers in Human Neuroscience, 8(499), 2014.
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T. Brosch and H. Neumann.
Computing with a Canonical Neural Circuits Model with Pool Normalization and Modulating Feedback.
Neural Computation, 26(12):2735-89, 2014.

T. Brosch and H. Neumann.
Interaction of Feedforward and Feedback Streams in Visual Cortex in a Firing-Rate Model of Columnar Computations.
Neural Networks, 54:11-6, 2014.

T. Brosch, P. Roelfsema, and H. Neumann.
Learning of New Perceptual Groupings - A Biologically Plausible Recurrent Neural Network Model that Learns Contour Integration.
Journal of Vision (Abstract, VSS), 14(10):941, 2014.
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J. Ehlers, J. Georgi, and A. Huckauf.
Improving voluntary pupil size changes for HCI.
In Proceedings of the 8th International Conference on Pervasive Computing Technologies for Healthcare, REHAB’14, pages 343-346, Institute of Computer Science and Technology, 2014.
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P. Emelyanov and D. Ponomaryov.
On Tractability of Disjoint AND-Decomposition of Boolean Formulas.
In Proceedings of the 9th International Ershov Informatics Conference (PSI 2014), volume 8974 of Lecture Notes in Computer Science, Springer, 2014.

S. Faußer and F. Schwenker.
Semi-supervised clustering of large data sets with kernel methods.
Pattern Recognition Letters, 37:78-84, 2014.
Partially Supervised Learning for Pattern Recognition.
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M. Glodek, T. Geier, S. Biundo, and G. Palm.
A layered architecture for probabilistic complex pattern recognition to detect user preferences.
Journal of Biologically Inspired Cognitive Architectures, 9:46-56, 2014.

M. Glodek, M. Schels, F. Schwenker, and G. Palm.
Combination of sequential class distributions from multiple channels using Markov fusion networks.
Journal on Multimodal User Interfaces, 8(3):257-272, 2014.
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S. Glüge, R. Böck, G. Palm, and A. Wendemuth.
Learning long-term dependencies in segmented-memory recurrent neural networks with backpropagation of error.
Neurocomputing, 141(0):54-64, 2014.
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T. Gossen, J. Höbel, and A. Nürnberger.
A Comparative Study About Children's and Adults' Perception of Targeted Web Search Engines.
In Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI'14), pages 1821-1824, ACM, 2014.
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T. Gossen, J. Höbel, and A. Nürnberger.
Usability and Perception of Young Users and Adults on Targeted Web Search Engines.
In Proceedings of the 5th Information Interaction in Context Symposium (IIiX'14), pages 18-27, ACM, 2014.
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T. Gossen, M. Kotzyba, and A. Nürnberger.
Graph Clusterings with Overlaps: Adapted Quality Indices and a Generation Model.
Neurocomputing, 123:13-22, 2014.
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T. Gossen, R. Müller, S. Stober, and A. Nürnberger.
Search Result Visualization with Characters for Children.
In Proceedings of the 2014 Conference on Interaction Design and Children (IDC '14), pages 125-134, ACM, 2014.
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K. Granström, S. Reuter, D. Meissner, and A. Scheel.
A multiple model PHD approach to tracking of cars under an assumed rectangular shape.
In Proceedings of the 17th International Conference on Information Fusion, 2014.

J. Gugenheimer, P. Knierim, J. Seifert, and E. Rukzio.
UbiBeam: An Interactive Projector-Camera System for Domestic Deployment.
In Proceedings of the Ninth ACM International Conference on Interactive Tabletops and Surfaces, ITS '14, pages 305-310, ACM, 2014.
DOI ]

M. F. K. Happel, H. Niekisch, L. L. C. Rivera, F. W. Ohl, M. Deliano, and R. Frischknecht.
Enhanced cognitive flexibility in reversal learning induced by removal of the extracellular matrix in auditory cortex.
Proc Natl Acad Sci U S A, 111(7):2800-2805, 2014.
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L. Herrschel, J. Weng, H. Traue, and H. Hoffmann.
Facial Emotion Recognition in Peripheral Vision.
In Proceedings of the Inaugural Conference of the Society for Affective Sciences (SAS), 2014.

D. Höller, G. Behnke, P. Bercher, and S. Biundo.
Language Classification of Hierarchical Planning Problems.
In Proceedings of the 21st European Conference on Artificial Intelligence (ECAI 2014), volume 263 of Frontiers in Artificial Intelligence and Applications, pages 447-452, IOS Press, 2014.
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D. Höller, P. Bercher, F. Richter, M. Schiller, T. Geier, and S. Biundo.
Finding User-friendly Linearizations of Partially Ordered Plans.
In 28th PuK Workshop ”Planen, Scheduling und Konfigurieren, Entwerfen” (PuK 2014), 2014.
.pdf ]

F. Honold, P. Bercher, F. Richter, F. Nothdurft, T. Geier, R. Barth, T. Hörnle, F. Schüssel, S. Reuter, M. Rau, G. Bertrand, B. Seegebarth, P. Kurzok, B. Schattenberg, W. Minker, M. Weber, and S. Biundo.
Companion-Technology: Towards User- and Situation-Adaptive Functionality of Technical Systems.
In Intelligent Environments (IE), 2014 10th International Conference on, pages 378-381, IEEE, 2014.
video: http://companion.informatik.uni-ulm.de/ie2014/companion-system.mp4.
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F. Honold, F. Schüssel, and M. Weber.
The Automated Interplay of Multimodal Fission and Fusion in Adaptive HCI.
In Intelligent Environments (IE), 2014 10th International Conference on, pages 170-177, IEEE, 2014.
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A. Ilango, J. Shumake, W. Wetzel, and F. W. Ohl.
Contribution of emotional and motivational neurocircuitry to cue-signaled active avoidance learning.
Front Behav Neurosci, 8:372, 2014.
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S. Jongen, N. Axmacher, N. Kremers, H. Hoffmann, K. Limbrecht-Ecklundt, H. Traue, and H. Kessler.
An investigation of facial emotion recognition impairments in alexithymia and its neural correlates.
Behavioural Brain Research, 271:129-139, 2014.

M. Kächele, M. Glodek, D. Zharkov, S. Meudt, and F. Schwenker.
Fusion of audio-visual features using hierarchical classifier systems for the recognition of affective states and the state of depression.
In Proceedings of the International Conference on Pattern Recognition Applications and Methods (ICPRAM), pages 671-678, SciTePress, 2014.

M. Kächele, M. Schels, and F. Schwenker.
Inferring Depression and Affect from Application Dependent Meta Knowledge.
In Proceedings of the 4th International Workshop on Audio/Visual Emotion Challenge, AVEC '14, pages 41-48, ACM, 2014.
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M. Kächele and F. Schwenker.
Cascaded Fusion of Dynamic, Spatial, and Textural Feature Sets for Person-Independent Facial Emotion Recognition.
In Proceedings of the International Conference on Pattern Recognition (ICPR), pages 4660-4665, 2014.
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M. Kächele, P. Thiam, G. Palm, and F. Schwenker.
Majority-Class Aware Support Vector Domain Oversampling for Imbalanced Classification Problems.
In Artificial Neural Networks in Pattern Recognition, volume 8774 of Lecture Notes in Computer Science, pages 83-92. Springer International Publishing, 2014.
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M. Kächele, D. Zharkov, S. Meudt, and F. Schwenker.
Prosodic, spectral and voice quality feature selection using a long-term stopping criterion for audio-based emotion recognition.
In Proceedings of the International Conference on Pattern Recognition (ICPR), pages 803-808, 2014.
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K. M. Kliegl, L. Watrin, and A. Huckauf.
Duration perception of emotional stimuli: Using evaluative conditioning to avoid sensory confounds.
Cognition and Emotion, pages 1-18, 2014.
PMID: 25398048.
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C. Kohrs, D. Hrabal, N. Angenstein, and A. Brechmann.
Delayed system response times affect immediate physiology and the dynamics of subsequent button press behavior.
Psychophysiology, 2014.
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G. Layher, M. A. Giese, and H. Neumann.
Learning Representations of Animated Motion Sequences—A Neural Model.
Topics in Cognitive Science, 6(1):170-182, 2014.
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G. Layher, F. Schrodt, M. V. Butz, and H. Neumann.
Adaptive learning in a compartmental model of visual cortex - how feedback enables stable category learning and refinement.
Frontiers in Psychology, 5(1287), 2014.
DOI ]

T. Low, C. Hentschel, S. Stober, H. Sack, and A. Nürnberger.
Visual Berrypicking in Large Image Collections.
In Proceedings of the 8th Nordic Conference on Human-Computer Interaction: Fun, Fast, Foundational, NordiCHI'14, pages 1043-1046, ACM, 2014.
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D. Meissner, S. Reuter, E. Strigel, and K. Dietmayer.
Intersection-Based Road User Tracking Using a Classifying Multiple-Model PHD Filter.
IEEE Intelligent Transportation Systems Magazine, 6(2):21-33, 2014.
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S. Meudt and F. Schwenker.
Enhanced Autocorrelation in Real World Emotion Recognition.
In Proceedings of the 16th International Conference on Multimodal Interaction, ICMI '14, pages 502-507, ACM, 2014.
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A. F. Meyer, J.-P. Diepenbrock, M. F. K. Happel, F. W. Ohl, and J. Anemüller.
Discriminative learning of receptive fields from responses to non-Gaussian stimulus ensembles.
PLoS One, 9(4):e93062, 2014.
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A. F. Meyer, J.-P. Diepenbrock, F. W. Ohl, and J. Anemüller.
Temporal variability of spectro-temporal receptive fields in the anesthetized auditory cortex.
Frontiers Computational Neuroscience, in press, 2014.

F. Nothdurft, F. Honold, K. Zablotskaya, A. Diab, and W. Minker.
Application of Verbal Intelligence in Dialog Systems for Multimodal Interaction.
In Intelligent Environments (IE), 2014 10th International Conference on, pages 361-364, IEEE, 2014.
DOI ]

F. Nothdurft and W. Minker.
Justification and Transparency Explanations in Dialogue Systems to Maintain Human-Computer Trust.
In Proceedings of the 4th International Workshop On Spoken Dialogue Systems (IWSDS), Springer, 2014.

F. Nothdurft, F. Richter, and W. Minker.
Probabilistic Human-Computer Trust Handling.
In Proceedings of the 15th Annual Meeting of the Special Interest Group on Discourse and Dialogue (SIGDIAL), pages 51-59, Association for Computational Linguistics, 2014.
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F. Nothdurft, S. Ultes, and W. Minker.
Finding Appropriate Interaction Strategies for Proactive Dialogue Systems-An Open Quest.
In Proc. of the 2nd European and the 5th Nordic Symposium on Multimodal Communication, pages 73-80, LiU Electronic Press, 2014.
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F. W. Ohl.
Role of cortical neurodynamics for understanding the neural basis of motivated behavior - lessons from auditory category learning.
Curr Opin Neurobiol, 31C:88-94, 2014.
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R. Poppe, R. Böck, F. Bonin, N. Campbell, I. 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.
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L. Pragst, F. Richter, P. Bercher, B. Schattenberg, and S. Biundo.
Introducing Hierarchy to Non-Hierarchical Planning Models – A Case Study for Behavioral Adversary Models.
In 28th PuK Workshop ”Planen, Scheduling und Konfigurieren, Entwerfen” (PuK 2014), 2014.
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D. Prylipko, O. Egorow, I. Siegert, and A. Wendemuth.
Application of Image Processing Methods to Filled Pauses Detection from Spontaneous Speech.
In Proceedings of the INTERSPEECH 2014, pages 1816-1820, 2014.

D. Prylipko, D. Rösner, I. Siegert, S. Günther, R. Friesen, M. Haase, B. Vlasenko, and A. Wendemuth.
Analysis of significant dialog events in realistic human-computer interaction.
Journal on Multimodal User Interfaces, 8(1):75-86, 2014.
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S. Reuter.
Multi-Object Tracking Using Random Finite Sets.
PhD thesis, Ulm University, 2014.

S. Reuter, B.-T. Vo, B.-N. Vo, and K. Dietmayer.
The Labeled Multi-Bernoulli Filter.
IEEE Transactions on Signal Processing, 62(12):3246 - 3260, 2014.

S. Reuter, B.-T. Vo, B.-N. Vo, and K. Dietmayer.
Multi-Object Tracking Using Labeled Multi-Bernoulli Random Finite Sets.
In Proceedings of the 17th International Conference on Information Fusion, 2014.

K. Rogers, A. Röhlig, M. Weing, J. Gugenheimer, B. Könings, M. Klepsch, F. Schaub, E. Rukzio, T. Seufert, and M. Weber.
P.I.A.N.O.: Faster Piano Learning with Interactive Projection.
In Proceedings of the Ninth ACM International Conference on Interactive Tabletops and Surfaces, ITS '14, pages 149-158, ACM, 2014.
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D. Rösner, R. Andrich, R. Friesen, and S. Günther.
In-depth Analyses of human companion interactions in the LAST MINUTE corpus - a Computer Science perspective.
In Proceedings 3. Interdisziplinärer Workshop Kognitive Systeme: Mensch, Teams, Systeme und Automaten, 2014.

D. Rösner, R. Friesen, S. Günther, and R. Andrich.
Modeling and Evaluating Dialog Success in the LAST MINUTE Corpus.
In Proceedings of the Ninth International Conference on Language Resources and Evaluation (LREC'14), European Language Resources Association (ELRA), 2014.

A. Saeed, A. Al-Hamadi, R. Niese, and M. Elzobi.
Frame-Based Facial Expression Recognition Using Geometrical Features.
Advances in Human-Computer Interaction, 2014(1):1-13, 2014.

F. Saxen and A. Al-Hamadi.
Color-based skin segmentation: An evaluation of the state of the art.
In IEEE International Conference on Image Processing (ICIP), pages 4467-4471, 2014.
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F. Saxen and A. Al-Hamadi.
Superpixels for skin segmentation.
In Workshop Farbbildverarbeitung, volume 20, pages 153-159, 2014.
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F. Saxen, O. Rashid, A. Al-Hamadi, S. Adler, A. Kernchen, and R. Mecke.
Image-Based Methods for Interaction with Head-Worn Worker-Assistance Systems.
Journal of Intelligent Learning Systems and Applications, 6:141-152, 2014.
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F. Schaub, J. Seifert, F. Honold, M. Müller, E. Rukzio, and M. Weber.
Broken Display= Broken Interface? The Impact of Display Damage on Smartphone Interaction.
In Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, CHI '14, pages 2337-2346, ACM, 2014.
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A. Scheel, K. Granström, D. Meissner, S. Reuter, and K. Dietmayer.
Tracking and Data Segmentation Using a GGIW Filter with Mixture Clustering.
In Proceedings of the 17th International Conference on Information Fusion, 2014.

M. Schels, M. Kächele, M. Glodek, D. Hrabal, S. Walter, and F. Schwenker.
Using unlabeled data to improve classification of emotional states in human computer interaction.
Journal on Multimodal User Interfaces (JMUI), 8(1):5-16, 2014.
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M. Schmidt, G. Palm, and F. Schwenker.
Spectral graph features for the classification of graphs and graph sequences.
Computational Statistics, 29(1-2):65-80, 2014.
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F. Schrodt, G. Layher, H. Neumann, and M. Butz.
Modeling perspective-taking upon observation of 3D biological motion.
In Development and Learning and Epigenetic Robotics (ICDL-Epirob), 2014 Joint IEEE International Conferences on, pages 305-310, 2014.
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F. Schrodt, G. Layher, H. Neumann, and M. Butz.
Modeling perspective-taking by correlating visual and proprioceptive dynamics.
In Proc. 36th annual meeting of the Cognitive Science Society, 2013 (CogSci, 2014), pages 1383-1388, 2014.
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F. Schüssel, F. Honold, M. Schmidt, N. Bubalo, A. Huckauf, and M. Weber.
Multimodal Interaction History and Its Use in Error Detection and Recovery.
In Proceedings of the 16th International Conference on Multimodal Interaction, ICMI '14, pages 164-171, ACM, 2014.
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F. Schwenker, M. Frey, M. Glodek, M. Kächele, S. Meudt, M. Schels, and M. Schmidt.
A New Multi-class Fuzzy Support Vector Machine Algorithm.
In Artificial Neural Networks in Pattern Recognition, volume 8774 of Lecture Notes in Computer Science, pages 153-164. Springer International Publishing, 2014.
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J. Seifert, S. Boring, C. Winkler, F. Schaub, F. Schwab, S. Herrdum, F. Maier, D. Mayer, and E. Rukzio.
Hover Pad: Interacting with autonomous and self-actuated displays in space.
In ACM Symposium on User Interface Software and Technology, (UIST), 2014.
video: https://www.youtube.com/watch?v=qAS6EC7cvU8.
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I. Siegert, R. Böck, and A. Wendemuth.
Inter-rater reliability for emotion annotation in human-computer interaction: comparison and methodological improvements.
Journal on Multimodal User Interfaces, 8(1):17-28, 2014.
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I. Siegert, M. Haase, D. Prylipko, and A. Wendemuth.
Discourse Particles and User Characteristics in Naturalistic Human-Computer Interaction.
In Human-Computer Interaction. Advanced Interaction Modalities and Techniques, volume 8511 of Lecture Notes in Computer Science, pages 492-501. Springer International Publishing, 2014.
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I. Siegert, D. Philippou-Hübner, K. Hartmann, R. Böck, and A. Wendemuth.
Investigation of Speaker Group-Dependent Modelling for Recognition of Affective States from Speech.
Cognitive Computation, 6(4):892-913, 2014.
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I. Siegert, D. Prylipko, K. Hartmann, R. Böck, and A. Wendemuth.
Investigating the Form-Function-Relation of the Discourse Particle "hm" in a Naturalistic Human-Computer Interaction.
In Recent Advances of Neural Network Models and Applications, volume 26 of Smart Innovation, Systems and Technologies, pages 387-394. Springer, 2014.
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D. Stange and A. Nürnberger.
Search Maps: Enhancing Traceability and Overview in Collaborative Information Seeking.
In Advances in Information Retrieval: Proceedings of the 36th European Conference on IR Research (ECIR 2014), volume 8416 of Lecture Notes in Computer Science, pages 763-766, Springer International Publishing, 2014.
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A. Steigmiller, B. Glimm, and T. Liebig.
Coupling Tableau Algorithms for Expressive Description Logics with Completion-Based Saturation Procedures.
In Proceedings of the 7th International Joint Conference on Automated Reasoning (IJCAR 2014), volume 8562 of Lecture Notes in Computer Science, pages 449-463, Springer, 2014.
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A. Steigmiller, B. Glimm, and T. Liebig.
Optimised Absorption for Expressive Description Logics.
In Informal Proceedings of the 27th International Workshop on Description Logics, volume 1193 of CEUR Workshop Proceedings, pages 324-335, CEUR-WS.org, 2014.

A. Steigmiller, B. Glimm, and T. Liebig.
Reasoning with Nominal Schemas through Absorption.
Journal of Automated Reasoning, 53(4):351-405, 2014.
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A. Steigmiller, T. Liebig, and B. Glimm.
Konclude: System description.
Journal of Web Semantics, 27:78-85, 2014.
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P. Thiam, S. Meudt, M. Kächele, G. Palm, and F. Schwenker.
Detection of Emotional Events Utilizing Support Vector Methods in an Active Learning HCI Scenario.
In Proceedings of the 2014 Workshop on Emotion Representations and Modelling for HCI Systems, ERM4HCI '14, pages 31-36, ACM, 2014.
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C. Tisler, H. Hoffmann, and H. Traue.
The Effect of Very Brief Display Durations on Facial Emotion Recognition.
In Proceedings of the Inaugural Conference of the Society for Affective Sciences (SAS), 2014.

S. Tschechne, T. Brosch, R. Sailer, N. von Egloffstein, L. I. Abdul-Kreem, and H. Neumann.
On Event-Based Motion Detection and Integration.
In 8th International Conference on Bio-inspired Information and Communications Technologies, ACM, 2014.

S. Tschechne and H. Neumann.
Unified Representation of Motion and Motion Streak Patterns in a Model of Cortical Form-Motion Interaction.
Journal of Vision (VSS Abstract), 14(10):18, 2014.
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S. Tschechne and H. Neumann.
Hierarchical representation of shapes in visual cortex - from localized features to figural shape segregation.
Frontiers in Computational Neuroscience, 8(93), 2014.
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S. Tschechne, R. Sailer, and H. Neumann.
Bio-Inspired Optic Flow from Event-Based Neuromorphic Sensor Input.
In Proceedings of the 6th IAPR TC 3 International Workshop on Artificial Neural Networks in Pattern Recognition - Volume 8774, pages 171-182, Springer-Verlag New York, Inc., 2014.
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B. Vlasenko and A. Wendemuth.
Location of an emotionally neutral region in valence-arousal space. Two-class vs. three-class cross corpora emotion recognition evaluations.
In Proceedings of the IEEE International Conference on Multimedia and Expo (ICME), page s.p., 2014.

B.-N. Vo, B.-T. Vo, S. Reuter, Q. Lam, and K. Dietmayer.
Towards large scale multi-target tracking.
In Proc. SPIE 9085, Sensors and Systems for Space Applications VII, 2014.
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S. Walter, S. Gruss, H. Traue, D. Hazer, X. Ma, P. Werner, A. Al-Hamadi, G. Moreira da Silva, and A. Andrade.
Multimodal Automatic Pain Recognition via Videosignals and Biopotentials.
In Proceedings of the XXIV Brazilian Congress on Biomedical Engineering (CBEB), 2014.

A. Wendemuth.
Companion-Systeme: interaktive, kognitive Informationstechnik.
VDI SA - Mitteldeutsche Mitteilungen, pages 12-13, 2014.
Special Issue IKT: Innovationstreiber und Wachstumsmotor.

A. Wendemuth, R. Böck, and C. Diedrich.
Dialogs In Industrial Diagnosis.
In Proceedings 3. Interdisziplinärer Workshop Kognitive Systeme: Mensch, Teams, Systeme und Automaten, page s.p., 2014.

J. Weng, L. Herrschel, K. Limbrecht-Ecklundt, H. Traue, and H. Hoffmann.
Visual Scanning of Facially Expressed Emotions under Varying Head Pose.
In Proceedings of the Inaugural Conference of the Society for Affective Sciences (SAS), 2014.


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