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@inproceedings{Bercher2009PDBHeuristics,
		title 		= {Solving Non-deterministic Planning Problems with Pattern Database Heuristics},
		year 		= {2009},
		volume 		= {5803},
		pages 		= {57--64},
		abstract 	= {Non-determinism arises naturally in many real-world applications of action planning. Strong plans for this type of problems can be found using AO* search guided by an appropriate heuristic function. Most domain-independent heuristics considered in this context so far are based on the idea of ignoring delete lists and do not properly take the non-determinism into account. Therefore, we investigate the applicability of pattern database (PDB) heuristics to non-deterministic planning. PDB heuristics have emerged as rather informative in a deterministic context. Our empirical results suggest that PDB heuristics can also perform reasonably well in non-deterministic planning. Additionally, we present a generalization of the pattern additivity criterion known from classical planning to the non-deterministic setting.},
		tags 		= {SFB-TRR-62,Planning},
		url 		= {http://www.uni-ulm.de/fileadmin/website_uni_ulm/iui.inst.090/Publikationen/2009/Bercher09NnDetPlanning.pdf},
		web_url 	= {http://www.uni-ulm.de/fileadmin/website_uni_ulm/iui.inst.090/Publikationen/2009/Bercher09NnDetPlanningSlides.pdf},
		web_url2 	= {http://www.springerlink.com/content/82604j8321324937/},
		editor 		= {B{\"a}rbel Mertsching and Marcus Hund and Zaheer Aziz},
		publisher 	= {Springer},
		series 		= {{LNAI}},
		booktitle 	= {Proceedings of the 32nd Annual German Conference on Artificial Intelligence ({KI} 2009)},
		ISBN 		= {978-3-642-04616-2},
		author 		= {Bercher, Pascal and Mattm{\"u}ller, Robert}
}


@inproceedings{RefWorks:472,
		minne 		={update},
		author		={Hady, Mohamed Farouk Abdel and Schwenker, Friedhelm},
		editor		={J. A. Benediktsson and Josef Kittler and Fabio Roli},
		year		={2009},
		title		={Decision Templates Based RBF Network for Tree-Structured Multiple Classifier Fusion},
		booktitle	={Proceedings of the 8th International Workshop on Multiple Classifier Systems (MCS'09)},
		series		={LNCS 5519},
		publisher	={Springer},
		pages		={92--101},
		keywords	={ensemble learning; data mining; decision templates},
		url 		={http://www.springerlink.com/content/x27712063u72q663/}
}



@inbook{RefWorks:117,
		author		={Palm, G{\"u}nther and Schwenker, Friedhelm},
		n_editor	={Shahbazian,Elisa and Rogova,Galina and DeWeert,Michael J.},
		year		={2009},
		title		={Sensor-Fusion in Neural Networks},
		series		={Harbour Protection Through Data Fusion Technologies},
		publisher	={Springer},
		pages		={299--306},
		url 		={http://www.springerlink.com/content/q661675804v187u0/}
}


@inproceedings{RefWorks:476,
		minne 		={update},
		author		={Schels, Martin and Thiel, Christian and Schwenker, Friedhelm and Palm, G{\"u}nther},
		editor		={H. Ritter and G. Sagerer and R. Dillmann and M. Buss},
		year		={2009},
		title		={Classifier Fusion Applied to Facial Expression Recognition: An Experimental Comparison},
		booktitle	={Human Centered Robot Systems},
		series		={Cognitive Systems Monographs},
		publisher	={Springer},
		pages		={121--129},
		url 		={http://www.springerlink.com/content/n5r82g6212468274/}
}


@inproceedings{RefWorks:479,
		minne 		={update},
		author		={Scherer, Stefan and Fritzsch, Volker and Schwenker, Friedhelm},
		year		={2009},
		title		={Multimodal Real-Time Conversation Analysis Using a Novel Process Engine},
		booktitle	={Proceedings of the 3rd International Conference on Affective Computing and Intelligent Interaction 2009 (ACII'09)},
		publisher	={IEEE},
		pages		={253--254},
		url 		={http://ieeexplore.ieee.org/xpl/articleDetails.jsp?reload=true&arnumber=5349519&contentType=Conference+Publications}
}


@inproceedings{RefWorks:462,
		minne 		={update},
		author		={Scherer, Stefan and Fritzsch, Volker and Schwenker, Friedhelm and Campbell, Nick},
		year		={2009},
		title		={Demonstrating Laughter Detection in Natural Discourses},
		booktitle	={Proceedings of the Interdisciplinary Workshop on Laughter and other Interactional Vocalisations in Speech},
		url 		={http://www.coli.uni-saarland.de/conf/laughter-09/files/Scherer_et_al.pdf}
}


@inbook{RefWorks:478,
		author		={Scherer, Stefan and Schwenker, Friedhelm and Campbell, Nick and Palm, G{\"u}nther},
		n_editor	={Ritter,Helge and Sagerer,Gerhard and Dillmann,Rüdiger and Buss,Martin},
		year		={2009},
		title		={Multimodal Laughter Detection in Natural Discourses},
		series		={Human Centered Robot Systems},
		publisher	={Springer},
		pages		={111--120},
		url 		={http://www.springerlink.com/content/m7235324661n4180/}
}


@inbook{RefWorks:459,
		author		={Scherer, Stefan and Schwenker, Friedhelm and Palm, G{\"u}nther},
		n_editor	={Minker,Wolfgang and Weber,Michael and Hagras,Hani and Callagan,V. and Kameas,A. D.},
		year		={2009},
		title		={Classifier Fusion for Emotion Recognition from Speech},
		series		={Advanced Intelligent Environments},
		publisher	={Springer},
		pages		={95--117},
		url 		={http://www.springerlink.com/content/x575151422930546/}
}


@inproceedings{RefWorks:484,
		minne 		={update},
		author		={Scherer, Stefan and Trentin, Edmondo and Schwenker, Friedhelm and Palm, G{\"u}nther},
		year		={2009},
		title		={Approaching Emotion in Human Computer Interaction},
		booktitle	={Proceedings of the first International Workshop on Spoken Dialog Systems (IWSDS'09)},
		pages		={156--168}
}


@inproceedings{RefWorks:469,
		minne 		={update},
		author		={Schwenker, Friedhelm and Scherer, Stefan and Magdi, Yasmine and Palm, G{\"u}nther},
		editor		={C. Alippi},
		year		={2009},
		title		={The GMM-SVM Supervector Approach for the Recognition of the Emotional Status from Speech},
		booktitle	={Proceedings of the 19th International Conference on Artificial Neural Networks (ICANN'09) - Part I},
		series		={LNCS 5768},
		publisher	={Springer},
		pages		={894--903},
		url 		={http://www.springerlink.com/content/r6446m37w4646340/}
}


@inproceedings{RefWorks:9,
		author		={Thiel, Christian and Giacco, Ferdinando and Schwenker, Friedhelm and Palm, G{\"u}nther},
		editor		={Bruno Apolloni and Simone Bassis and Maria Marinaro},
		year		={2009},
		title		={Comparison of Neural Classification Algorithms Applied to Land Cover Mapping},
		booktitle	={Proceedings of the 18th Italian Workshop on Neural Networks (WIRN'08)},
		series		={Frontiers in Artificial Intelligence and Applications},
		publisher	={IOS Press},
		chapter		={193},
		pages		={254--263},
		url 		={http://www.booksonline.iospress.nl/Content/View.aspx?piid=11972}
}


@inproceedings{Kohrs09,
		author 		= {Kohrs, C. and Behne, N. and Scheich, H. and Brechmann, A.},
		title 		= {Processing of Intonation in Spoken Language},
		booktitle 	= {Proceedings of the 8th Meeting of the German Neuroscience Society, G{\"o}ttingen},
		year 		= {2009}
}


@inproceedings{Kohrs09_2,
		author 		= {Kohrs, C. and Behne, N. and Scheich, H. and Brechmann, A.},
		title 		= {Similiar fMRI Activation by Delayed and Omitted Visual Feedback},
		booktitle 	= {Proceedings of the Annual Meeting of the Society For Neuroscience, Chicago, USA},
		year 		= {2009}
}


@inproceedings{ILANGO2009b,
		author 		= {Ilango, A. and Wetzel, W. and Scheich, H. and Ohl, F. W.},
		title 		= {Learning Driven by the Combined Use of Appetitive Dopamine Reward and Aversive Footshock and their Dissociation During Auditory Learning},
		year 		= {2009},
		booktitle 	= {Proceedings of the 3rd International Conference on Auditory Cortex},
		pages 		= {98},
}


@inproceedings{ILANGO2009c,
		author 		= {Ilango, A. and Wetzel, W. and Scheich, H. and Schroeder, U. H. and Ohl, F. W.},
		title 		= {The Combination of Appetitive and Aversive Reinforcers and the Nature of their Interaction During Auditory Learning},
		year 		= {2009},
		booktitle 	= {Soc. Neurosci. Abstr.},
		pages 		= {482.4}
}


@inproceedings{SCHULZ2009,
		author 		= {Schulz, A. L. and Woldeit, M. L. and Korz, V. and Ohl, F. W.},
		title 		= {Striatal and Cortical Field Potentials During Auditory Discrimination Learning in the Mongolian Gerbil},
		year 		= {2009},
		booktitle 	= {Soc. Neurosci. Abstr.},
		pages 		= {567.20}
}


@inproceedings{munzEtal:09c,
		author 		= {Munz, M. and M{\"a}hlisch, M. and Dietmayer, K.},
		title 		= {A Probabilistic Sensor-Independent Fusion Framework for Automotive Driver Assistance Systems},
		year 		= {2009},
		booktitle 	= {Proceedings of the 6th International Workshop on Intelligent Transportation (WIT 2009)}
}


@inproceedings{hein2009,
		author 		= {Heinroth, T. and Denich, D. and Bertrand, G.},
		month 		= {dec},
		title 		= {Ontology-based Spoken Dialogue Modelling},
		booktitle 	= {Proceedings of the 1st International Workshop on Spoken Dialogue Systems (IWSDS)},
		year 		= {2009},
		location 	= {Kloster Irsee (Germany)}
}


@Book{Meier2009_1,
		title 		= {Proceedings of Research Workshop on ''Emotion-, Speech-, and Face Recognition with Advanced Classifiers''},
		editor 		= {Wendemuth, Andreas and Meier, Hans-G{\"u}nter},
		address 	= {Otto-von-Guericke-Universit{\"a}t Magdeburg},
		publisher 	= {Otto-von-Guericke-Universit{\"a}t Magdeburg},
		year 		= {2009}
}


@misc{Hornberger2009,
		author 			= {Hornberger, T. and Mahler, T. and Weber, M.},
		title 			= {GRID - Generic Rectilinear Interface Device},
		howpublished 	= {Innovative Computerbased Musicinterfaces (ICMI 2009), Workshop at Mensch \& Computer Conference},
		comment 		= {Best Student Project Award},
		month 			= {September},
		year 			= {2009}
}


@conference{Mahler2009Dimian,
		author 			= {Mahler, T. and Weber, M.},
		title 			= {Dimian - Direct Manipulation and Interaction in Pen Based Mind Mapping},
		booktitle 		= {17th World Congress on Ergonomics, IEA 2009},
		year 			= {2009},
		month 			= {August},
		url 			= {http://medien.informatik.uni-ulm.de/forschung/publikationen/Dimian%20-%20Direct%20Manipulation%20and%20Pen%20Based%20Mindmapping.pdf}
}


@inproceedings{kohrsEtAl09,
		author 			= {Kohrs, C. and Behne, N. and Scheich, H. and Brechmann, A.},
		title 			= {Similar fMRI Activation by Delayed and Omitted Visual Feedback},
		year 			= {2009},
		abstract 		= {Feedback provides the basis for communication and is used to adjust one},
		address 		= {Chicago, USA},
		booktitle 		= {Proceedings of the 39th Annual Meeting of the Society for Neuroscience}
}


@INPROCEEDINGS{C1_Rashid09b,
		author 			= {Rashid, Omer and Al-Hamadi, Ayoub and Michaelis, Bernd},
		title 			= {A Framework for the Integration of Gesture and Posture Recognition Using HMM and SVM},
		booktitle 		= {IEEE International Conference on Intelligent Computing and Intelligent Systems (ICIS), November 20-22, 2009. China.},
		year 			= {2009},
		owner 			= {kkoepke},
		timestamp 		= {2011.02.07},
		ISBN 			= {978-1-4244-4738-1},
		pages 			= {572--577}
}


@INPROCEEDINGS{C1_Pathan09b,
		author 			= {Pathan, Saira and Al-Hamadi, Ayoub and Michaelis, Bernd}, 
		title 			= {Intelligent Feature-Guided Multi-Object Tracking Using Kalman Filter}, 
		booktitle 		= {The 2nd IEEE International Conference on Computer, Control & Communication (IEEE-IC4 2009), Karachi}, 
		year 			= {2009}, 
		owner	 		= {kkoepke},
		timestamp 		= {2011.02.08},
		doi 			= {DOI:10.1109/IC4.2009.4909260},
		isbn			= {978-1-4244-3313-1},
		pages 			= {1--6}
}


@INPROCEEDINGS{C1_Elmezain09g,
		author 			= {Elmezain, Mahmoud and Al-Hamadi, Ayoub and Niese, Robert and Michaelis, Bernd},
		title 			= {A Robust Method for Hand Tracking Using Mean-shift Algorithm and Kalman Filter in Stereo Color Image Sequences},
		booktitle 		= {Proceedings of the International Conference on Computer Vision, Image and Signal Processing (CVISP), PWASET},
		year 			= {2009},
		pages 			= {355--359},
		owner 			= {kkoepke},
		timestamp 		= {2011.02.07}
}


@inproceedings{elmezain09e,
		author 			= {Elmezain, M. and Al-Hamadi, A. and Michaelis, B.},
		title 			= {Spatio-Temporal Feature Extraction-Based Hand Gesture Recognition for Isolated American Sign Language and Arabic Numbers},
		booktitle 		= {Proceedings of the 6th IEEE International Symposium on Image and Signal Processing and Analysis (ISPA)},
		year 			= {2009},
		pages 			= {254--259},
		owner 			= {student},
		timestamp 		= {2009.12.01}
}


@INPROCEEDINGS{C1_Elmezain09b,
		author 			= {Elmezain, Mahmoud and Al-Hamadi, Ayoub and Michaelis, Bernd},
		title 			= {Hand Trajectory-Based Gesture Spotting and Recognition Using HMM},
		booktitle 		= {Proceedings of the IEEE International Conference on Image Processing (ICIP)},
		year 			= {2009},
		pages 			= {3577--3580},
		owner 			= {kkoepke},
		timestamp 		= {2011.02.07}
}


@INPROCEEDINGS{C1_Elmezain09f,
		author 			= {Elmezain, Mahmoud and Al-Hamadi, Ayoub and Michaelis, Bernd},
		title 			= {Hand Gesture Spotting Based on 3D Dynamic Features Using Hidden Markov Models},
		booktitle 		= {Proceedings of the International Symposium on Signal Processing, Image Processing and Pattern Recognition (SIP 2009), CCIS 61},
		year 			= {2009},
		pages 			= {9--16},
		publisher 		= {Springer-Verlag Berlin Heidelberg},
		owner 			= {kkoepke},
		timestamp 		= {2011.02.07}
}


@inproceedings{pathan09a,
		author 			= {Pathan, S. and Al-Hamadi, A. and Elmezain, M. and Michaelis, B.},
		title 			= {Feature-Supported Multi-Hypothesis Framework for Multi-object Tracking Using Kalman Filter},
		booktitle 		= {Proceedings of the 17th International Conference on Computer Graphics, Visualization and Computer Vision, WSCG 2009},
		year 			= {2009},
		month 			= {February 2-5},
		pages 			= {197--202},
		publisher 		= {Springer},
}


@article{Walter09,
		author 			= 	 {Walter, M. and Berth, H. and Selinger, J. and Gerhard, U. and K{\"u}chenhoff, J. and Frommer, J. and Dammann, G.},
		title 			= 	 {The Lack of Negative Affects as an Indicator for Identity Disturbance in Borderline Personality Disorder: A Preliminary Report},
		journal 		= 	 {Psychopathology},
		year 			= 	 {2009},
		volume 			= 	 {42},
		pages 			= 	 {399--404},
		url 			= 	 {http://content.karger.com/produktedb/produkte.asp?typ=fulltext&file=000241196}
}


@inproceedings{Papachristou09b,
		author 			= 	 {Papachristou, C. and Walter, M. and Frommer, J. and Klapp, B. F.},
		title 			= 	 {A Model of Risk and Protective Factors Influencing the Postoperative Course of Living Liver Donors},
		year 			= 	 {2009},
		booktitle 		=	 {Transplantation Proceedings},
		pages 			= 	 {1682--1686},
		volume 			= 	 {41},
		issue 			=    {5},
		publisher 		=	 {Elsevier},
		url 			= 	 {http://patient-research.elsevier.com/patientresearch/displayAbs?key=S0041134509004473&referrer=http%253A%252F%252Fwww.ncbi.nlm.nih.gov%252Fpubmed%252F19545707}
}


@article{Papachristou09a,
		author 			= 	 {Papachristou, C. and Walter, M. and Schmid, G. and Frommer, J. and Klapp, B. F.},
		title 			= 	 {Living Donor Liverdonation and Its Effect on the Donor-Recipient Relationship - A Qualitative Interview Study with Donors},
		journal 		= 	 {Clinical Transplantation},
		year 			= 	 {2009},
		volume 			= 	 {23},
		issue 			= 	 {3},
		pages 			= 	 {382--391},
		url 			=	 {http://onlinelibrary.wiley.com/doi/10.1111/j.1399-0012.2008.00948.x/abstract}
}


@article{Koehler09,
		author 			= 	 {Koehler, M. and Koenigsmann, M. and Frommer, J.},
		title 			= 	 {Coping with Illness and Subjective Theories of Illness in Adult Patients with Hematological Malignancies: Systematic Review},
		journal 		= 	 {Critical Reviews in Oncology/Hematology},
		year 			= 	 {2009},
		volume 			= 	 {69},
		number 			= 	 {3},
		pages			= 	 {237--257},
		url 			= 	 {http://www.croh-online.com/article/S1040-8428%2808%2900240-0/abstract}
}


@inproceedings{Amelung09,
		author 			= 	 {Amelung, M. and Krieger, K. and R{\"o}sner, D.},
		title 			= 	 {Flexibles E-Assessment auf Basis einer Service-orientierten Architektur},
		year 			= 	 {2009},
		booktitle 		=	 {Proceedings of Lernen im Digitalen Zeitalter - DeLFI 2009: 7. E-Learning Fachtagung Informatik, LNI},
		pages 			= 	 {247--258},
		editor 			= 	 {Schwill, A and Apostolopoulos, N.},
		address			= 	 {Bonn},
		publisher 		=	 {Gesellschaft f{\"u}r Informatik}
}


@inproceedings{StatisticalComputing2009,
		author 			= {Schwenker, Friedhelm},
		title 			= {Ensemble Methods and Artificial Neural Networks for Probability Density Function Estimation},
		booktitle 		= {Proceedings of Statistical Computing, 2009},
		year 			= {2009},    
		editor 			= {Kestler, Hans A. and Lausen, Berthold and Binder, Harald and Klenk, Hans-Peter and Leisch, Friedrich and Schmid, Matthias},
		pages 			= {7},
		publisher 		= {Ulmer Informatik Bericht},
		series 			= {Nr. 2009-07}
}	


@INPROCEEDINGS{C1_Sadek09a,
		author	 		= {Sadek, Samy and Al-Hamadi, Ayoub and Sayed, Usama and Michaelis, Bernd},
		title 			= {A Robust Neural System for Objectionable Image Recognition},
		booktitle 		= {Proceedings of the International Conference on Machine Vision (ICMV), Dubai},
		year 			= {2009},
		pages 			= {32--37},
		owner 			= {kkoepke},
		timestamp 		= {2011.02.08}
}


@INPROCEEDINGS{C1_Pathan09d,
		author 			= {Pathan, Saira and Al-Hamadi, Ayoub and Michaelis, Bernd},
		title 			= {OIF- An Online Inferential Framework for Multi-object Tracking with Kalman Filter, Computer Analysis of Image and Patterns},
		booktitle 		= {Proceedings of CIAP 2009; LNCS 5702, M{\"u}nster, Germany},
		year 			= {2009},
		pages 			= {1087--1095},
		owner 			= {kkoepke},
		timestamp 		= {2011.02.08}
}


@INPROCEEDINGS{C1_Pathan09c,
		author 			= {Pathan, Saira and Al-Hamadi, Ayoub and Michaelis, Bernd},
		title 			= {Multi-Object Tracking Using Semantic Analysis and Kalman Filter},
		booktitle	 	= {Proceedings of the 6th International Symposium on Image and Signal Processing and Analysis},
		publisher 		= {IEEE},
		year 			= {2009},
		pages 			= {271--275},
		owner 			= {kkoepke},
		timestamp 		= {2011.02.08}
}


@incollection{C1_Elmezain09h,
		pages			= {415--440},
		title 			= {Posture and Gesture Recognition for Human-Computer Interaction},
		publisher 		= {InTech},
		year 			= {2009},
		author 			= {Elmezain, Mahmoud and Al-Hamadi, Ayoub and Rashid, O. and Michaelis, Bernd},
		editor 			= {Kankesu Jayanthakumaran},
		owner 			= {kkoepke},
		timestamp 		= {2011.02.07},
		url 			= {http://www.intechopen.com/articles/show/title/posture-and-gesture-recognition-for-human-computer-interaction},
		booktitle 		= {Advanced Technologies},
		ISBN 			= {978-953-307-009-4}
}


@INPROCEEDINGS{C1_Elmezain09e,
		author 			= {Elmezain, Mahmoud and Al-Hamadi, Ayoub and Michaelis, Bernd},
		title 			= {Hand Gesture Recognition Based on Combined Features Extraction},
		booktitle 		= {Proceedings of the International Conference on Machine Vision, Image Processing, and Pattern Analysis (MVIPPA)},
		year 			= {2009},
		pages 			= {459--464},
		owner 			= {kkoepke},
		timestamp 		= {2011.02.07}
}


@INPROCEEDINGS{C1_Elmezain09d,
		author 			= {Elmezain, Mahmoud and Al-Hamadi, Ayoub and Michaelis, Bernd},
		title 			= {Discriminative Models-Based Hand Gesture Recognition},
		booktitle 		= {Proceedings of the International Conference on Machine Vision (ICMV)},
		year 			= {2009},
		pages 			= {123--127},
		owner 			= {kkoepke},
		timestamp 		= {2011.02.07}
}


@ARTICLE{C1_Elmezain09c,
		author 			= {Elmezain, Mahmoud and Al-Hamadi, Ayoub and Michaelis, Bernd},
		title 			= {A Novel System for Automatic Hand Gesture Spotting and Recognition in Stereo Color Image Sequences},
		journal 		= {Journal of WSCG, No. 1, ISSN: 1213-6972},
		year 			= {2009},
		volume 			= {17},
		pages 			= {89--96},
		owner 			= {kkoepke},
		timestamp 		= {2011.02.07}
}
 

@ARTICLE{C1_Elmezain09a,
		author 			= {Elmezain, Mahmoud and Al-Hamadi, Ayoub and Appenrodt, J{\"o}rg and Michaelis, Bernd},
		title 			= {A Hidden Markov Model-Based Isolated and Meaningful Hand Gesture Recognition},
		journal 		= {International Journal of Electrical, Computer, and Systems Engineering, No. 3, ISSN: 2070-3813},
		year 			= {2009},
		volume 			= {3},
		pages 			= {156--163},
		owner 			= {kkoepke},
		timestamp 		= {2011.02.07}
}


@inproceedings{rb:influences,
		author 			= {B{\"o}ck, R. and H{\"u}bner, D. and Wendemuth, A.},
		title 			= {On the Influences of Feature Extraction in Single Emotion Recognition in Naive vs. Acted Speech},
		booktitle 		= {Proceedings of the 20. Konferenz Elektronische Sprachsignalverarbeitung},
		year 			= {2009},
		pages 			= {207--214},
		publisher 		= {TUDpress},
		abstract 		= {Generally, in communication several aspects have to be considered: 1) The communicated information itself, 2) the non-verbal information, i.e.\ poses and gestures, and 3) the emotional part of communication. All parts are necessary if a dialogue shall be successful and effective. Extracting the information from ``what is said'', is the issue of the automatic speech recognition and, thus, provides the contents of a dialogue. The non-verbal information is usually faced by image processing and is not object of this paper. The last item is related to both. Hence, in this paper we focus on recognising emotions from speech. Therefore, we investigate the influences of different feature sets on emotion recognition. Moreover, we also compare two approaches of recognition: Hidden Markov Models and Artificial Neural Networks.},
		isbn 			= {978-3-941298-31-6}
}


@inproceedings{dh:application,
		author 			= {H{\"u}bner, D. and B{\"o}ck, R. and Wendemuth, Andreas},
		title 			= {Application of HMMs for the Recognition of Emotional Sequences in the Valence-Arousal Space},
		booktitle 		= {Proceedings of the 20. Konferenz Elektronische Sprachsignalverarbeitung},
		year 			= {2009},
		pages 			= {200--206},
		publisher		= {TUDpress},
		abstract	 	= {This paper will show how models can be generated, which are capable of recognizing sequences of emotional states from speech. For this purpose Hidden Markov Models (HMMs) are introduced, which are trained on spontaneous, non-acted emotions. Unlike other publications in this area, whose main focus is often on the classification in one of the basic classes introduced by Ekman or Plutchik, we will generate 2-dimensional representations of the user\u2019s emotion in the Valence-Arousal space. Hence, not only the basic emotions are recognized, but also an additional parameter, the word frequency, is extracted from the speech signal. We trained two gender specific models and one combined model and tested these afterwards on unknown data. The evaluation of the robustness is done by using two cross-validation methods.},
		isbn 			= {978-3-941298-31-6}
}


@inproceedings{bs:acoustic,
		author 			= {Schuller, B. and Vlasenko, B. and Eyben, F. and Rigoll, G. and Wendemuth, A.},
		title 			= {Acoustic Emotion Recognition: A Benchmark Comparison of Performances},
		booktitle 		= {Proceedings of the 2009 IEEE Workshop on Automatic Speech Recognition \& Understanding},
		year 			= {2009},
		publisher 		= {IEEE},
		pages 			= {552--558},
		abstract 		= {In the light of the first challenge on emotion recognition from speech we provide the largest-to-date benchmark comparison under equal conditions on nine standard corpora in the field using the two pre-dominant paradigms:  modeling on a frame-level by means of Hidden Markov Models and supra-segmental modeling by systematic feature brute-forcing. Investigated corpora are the ABC, AVIC, DES, EMO-DB, eNTERFACE, SAL, SmartKom, SUSAS, and VAM databases. To provide better comparability among sets, we additionally cluster each database's emotions into binary valence and  arousal discrimination tasks. In the result large differences are found among corpora that mostly stem from  naturalistic emotions and spontaneous speech vs.\ more prototypical events. Further, supra-segmental modeling proves significantly beneficial on average when several classes are addressed at a time.},
		isbn 			= {978-1-4244-5479-2}
}


@conference{bv:heading,
		author 			= {Vlasenko, B. and Wendemuth, A.},
		title			= {Heading Toward to the Natural Way of Human-Machine Interaction : the NIMITEK Project},
		booktitle 		= {Proceedings of the International Conference on Multimedia and Expo},
		year 			= {2009},
		pages 			= {950--954},
		publisher 		= {IEEE},
		abstract 		= {NIMITEK investigates basic principles of the processing of input (speech, mimics, direct modes), knowledge representation and decision making in dialogue situations between biological / human and technical cognitive systems. This is prototypical for the basic problem of modelling intelligent behavior in interaction with a non-transparent and rapidly changing environment. NIMITEK provides a technical demonstrator to study these principles in a dedicated prototypical task, namely solving the game Towers of Hanoi. In this paper, we will describe the general approach NIMITEK takes to emotional man-machine interactions, and we will present the principles of the demonstrator.},
		isbn 			= {978-1-424-44291-1}
}


@conference{bv:processing,
		author 			= {Vlasenko, Bogdan and Wendemuth, Andreas},
		title 			= {Processing Affected Speech Within Human Machine Interaction},
		booktitle 		= {Proceedings of Interspeech 2009},
		year 			= {2009},
		pages 			= {2039--2042},
		publisher 		= {ISCA},
		abstract 		= {Spoken human-machine interaction integrated into dialog systems is becoming a standard technology. Current state-of-the-art SDS, usually, is not able to provide for the user a natural way of communication. Existing automated dialog systems do not dedicate enough attention to problems in the interaction related to affected user behavior. As a result, ASR engines are not able to recognize affected speech and dialog strategy does not make use of the users emotional state. This paper addresses some aspects of processing affected speech within natural human-machine interaction. First of all, we proposed an affected speech adapted ASR engine. Second, we describe our methods of emotion recognition within speech and presenting our results of emotion classification within Interspeech 2009 Emotion Challenge. Third, we test affected speech adapted speech recognition models and introduce an approach to achieve emotion adaptive dialog management in human-machine interaction.}
}


@inproceedings{ILANGO2009a,
		author 			= {Ilango, A. and Wetzel, W. and Scheich, H. and Ohl, F. W.},
		title 			= {Appetitive and Aversive Reinforcement and their Nature of Interaction During Auditory Learning},
		year 			= {2009},
		booktitle 		= {Proceedings of the 8th Meeting of the German Neuroscience Society/32nd G{\"o}ttingen Neurobiology Conference},
		pages 			= {T25--2C}
 
}


@inproceedings{2009tjh06,
		author			= {Pruvost, G. and Kameas, A. and Heinroth, T. and Seremeti, L. and Minker, W.},
		month 			= {nov},
		title 			= {Combining Agents and Ontologies to Support Task-centred Interoperability in Ambient Intelligent Environments},
		booktitle 		= {Proceedings of the 9th International Conference on Intelligent Systems Design and Applications (ISDA'09)},
		year 			= {2009},
		publisher 		= {IEEE Computer Society},
		location 		= {Pisa (Italy)},
		pages 			= {55--60},
		isbn 			= {978-0-7695-3872-3},
		doi 			= {10.1109/ISDA.2009.195}

}


@article{Bidot2009,
		author 			= {Bidot, J. and Vidal, T. and Laborie, P. and Beck, J. C.},
		title 			= {A Theoretical and Practical Framework for Scheduling in a Stochastic Environment},
		journal 		= {Journal of Scheduling},
		year 			= {2009},
		volume 			= {12},
		number 			= {3},
		pages 			= {315--344},
		abstract 		= {There are many systems and techniques that address stochastic planning and scheduling problems, based on distinct and sometimes opposite approaches, especially in terms of how generation and execution of the plan, or the schedule, are combined, and if and when knowledge about the uncertainties is taken into account. In many real-life problems, it appears that many of these approaches are needed and should be combined, which to our knowledge has never been done. In this paper, we propose a typology that distinguishes between proactive, progressive, and revision approaches. Then, focusing on scheduling and schedule execution, a theoretic model integrating those three approaches is defined. This model serves as a general template to implement a system that will fit specific application needs: we introduce and discuss our experimental prototypes which validate our model in part, and suggest how this framework could be extended to more general planning systems.},
		doi 			= {10.1007/s10951-008-0080-x},
		publisher 		= {Springer}
}


@article{walter:taubner:09,
		author 			= {Walter, S. and Taubner, S.},
		title 			= {Das Therapeutische Zyklusmodell - Emotionale Einsicht im T{\"a}ter-Opfer-Ausgleich?},
		journal 		= {Recht \& Psychiatrie},
		year 			= {2009},
		volume 			= {27},
		number 			= {2},
		pages 			= {86--93}
}


@article{abler:kessler:09,
		author 			= {Abler, B. and Kessler, H.},
		title 			= {Emotion Regulation Questionnaire - Eine deutsche Version des ERQ von Gross \& John},
		journal 		= {Diagnostica},
		year 			= {2009},
		volume			= {55},
		number 			= {3},
		pages 			= {144--152}
}


@article{RefWorks:465,
		author 			= {Weidenbacher, U. and Neumann, H.},
		title 			= {Extraction of Surface-Related Features in a Recurrent Model of V1-V2 Interactions},
		journal 		= {PLoS ONE},
		year 			= {2009},
		pages 			= {e5905},
		volume 			= {4},
		number 			= {6},
		publisher		= {Public Library of Science}
}


@article{RefWorks:481,
		author 			= {Weidenbacher, U. and Neumann, H.},
		title 			= {Learning of Motion and form Patterns from Head and Body Movements for the Analysis of Human Visual Communication},
		journal 		= {Perception Supplement (ECVP)},
		year 			= {2009},
		volume 			= {38},
		pages 			= {51}
}


@inbook{kameas:etal:09,
		author 			= {Kameas, A. and Goumopoulos, C. and Hagras, H. and Heinroth, T. and Weber, M. and Callagan, V.},
		title 			= {Advanced Intelligent Environments},
		year 			= {2009},
		chapter 		= {An Architecture that Supports Task Centered Adaptation in Intelligent Environments},
		publisher 		= {Springer},
		series 			= {Lecture Notes in Electrical Engineering}
}


@conference{schattenberg:bidot:gessler:biundo:09,
		author 			= {Schattenberg, B. and Bidot, J. and Ge{\ss}ler, S. and Biundo, S.},
		title 			= {A Framework for Interactive Hybrid Planning},
		year 			= {2009},
		volume 			= {5803},
		pages 			= {17--24},
		abstract 		= {Hybrid planning, the integration of hierarchical task decomposition and partial-order planning, provides a powerful mechanism to solve real-world planning problems. We present a domain-independent, mixed-initiative approach to plan generation that is based on a formal concept of hybrid planning. It allows for any interaction modalities and models of initiative while preserving the soundness of the plan generation process. Adequately involving the decision competences of end-users this way will improve the application potential as well as the acceptance of the technology.},
		url 			= {http://dx.doi.org/10.1007/978-3-642-04617-9_3},
		publisher 		= {Springer},
		series 			= {LNAI 5803},
		booktitle 		= {Proceedings of the 32nd Annual German Conference on Artificial Intelligence (KI2009)},
		isbn 			= {978-3-642-04616-2}
}


@proceedings{Procedings_Dusseldorf,
		title 			= {Proceedings of the Research Workshop on ''Emotion-, Speech-, and Face Recognition with Advanced Classifiers''.},
		year 			= {2009},
		editor 			= {Wendemuth, A. and Meier, Hans-G{\"u}nter},
		organization 	= {Otto-von-Guericke-Universit{\"a}t Magdeburg}
}


@inproceedings{panning09b,
		author 			= {Panning, A. and Niese, R. and Al-Hamadi, A. and Michaelis, B.},
		title			= {A New Adaptive Approach for Histogram Based Mouth Segmentation},
		year 			= {2009},
		volume 			= {56},
		pages 			= {779--784},
		publisher 		= {ISSN: 2070-3724},
		booktitle		= {Proceedings of the World Academy of Science, Engineering and Technology}
}


@inproceedings{panning09a,
		author 			= {Panning, A. and Al-Hamadi, A. and B. Michaelis},
		title 			= {Adaptive farbbasierte Mundsegmentierung},
		year 			= {2009},
		pages 			= {115--124},
		address 		= {Berlin},
		booktitle 		= {Proceedings of the 15th Workshop Farbbildverarbeitung (FarbBV)}
}


@inproceedings{1601273,
		author 			= {Mahler, T. Hermann, M. and Weber, M.},
		title 			= {Mobile Interfaces in Tangible Mnemonics Interaction},
		booktitle 		= {Proceedings of the 13th International Conference on Human-Computer Interaction. Part III},
		year 			= {2009},
		isbn 			= {978-3-642-02579-2},
		pages 			= {58--66},
		location 		= {San Diego, CA},
		doi 			= {10.1007/978-3-642-02580-8_7},
		publisher 		= {Springer},
		address 		= {Berlin, Heidelberg}
}


@inproceedings{niese:2009-2,
		author 			= {Niese, R. and Al-Hamadi, A. and Michaelis, B.},
		title 			= {Analysis of Feature Space for a 2d / 3d Vision Based Emotion Recognition Method},
		year 			= {2009},
		pages 			= {321--326},
		booktitle 		= {Proceedings of the International Conference on Computer Vision, Image and Signal Processing (CVISP)}
}


@inproceedings{Krell:2009-1,
		author 			= {Krell, G. and Niese, R. and Michaelis, B.},
		title 			= {Facial Expression Recognition with Multi-Channel Deconvolution},
		year 			= {2009},
		pages 			= {413--416},
		abstract 		= {Facial expression recognition is an important task in human computer	interaction systems to include emotion processing. In this work we	present a multi-channel deconvolution method for post processing	of face expression data derived from video sequences. Photogrammetric	techniques are applied to determine real world geometric measures	and to build the feature vector. SVM classification is used to classify	a limited number of emotions from the feature vector. A multi-channel	deconvolution removes ambiguities at the transitions between different	classified emotions. This way, typical temporal behavior of facial	expression change is considered.},
		booktitle 		= {Proceedings of the 7th International Conference on Advances in Pattern Recognition (ICAPR '09)}
}


@inproceedings{al-hamadi08b,
		author 			= {Al-Hamadi, A. and Niese, R. and Pathan, S. and Michaelis, B.},
		title 			= {Geometric and Optical Flow Based Method for Facial Expression Recognition in Color Image Sequences},
		year 			= {2009},
		pages 			= {228--238},
		booktitle 		= {Proceedings of the International Conference on Computer Vision and Graphics (LNCS 5337)},
		publisher 		= {Springer}
}


@phdthesis{phdthesisreference200909187996131304,
		author 			= {Gnjatovic, M.},
		title 			= {Adaptive Dialogue Management in Human-Machine Interaction},
		year 			= {2009},
		url 			= {http://www.dr.hut-verlag.de/978-3-86853-189-3.html},
		address 		= {Verlag Dr. Hut},
		school 			= {Otto-von-Guericke-University Magdeburg}
}


@phdthesis{schattenberg:09,
		author 			= {Schattenberg, B.},
		title 			= {Hybrid Planning and Scheduling},
		year 			= {2009},
		abstract 		= {Planning and scheduling are well-established disciplines in the field of Artificial Intelligence. They provide flexibility, robustness, and effectiveness to complex software systems in a variety of application areas. While planning is the process of finding a course of action that achieves a goal or performs a specified task, scheduling deals with the assignment of resources and time to given activities, taking into account resource restrictions and temporal dependencies. In other words, planning focuses on reasoning about causal structures and identifying the necessary actions for achieving a specific goal; scheduling concentrates on resource consumption and production for optimizing a coherent parameter assignment of a plan. As successful these techniques clearly are, the actual demands of complex, real-world applications go far beyond the potential of these single methods, however. They require an adequate integration of these problem solving methods as well as a combination of different planning and scheduling paradigms. Particularly important are abstraction-based, hierarchical approaches because of both their expressive knowledge representation and their efficiency in finding solutions. Current state-of-the-art systems rarely address the question of method integration; isolated approaches do so only in ad hoc implementations and mostly lack a proper formal basis. This thesis presents a formal framework for plan and schedule generation based on a well-founded conceptualization of refinement planning: An abstract problem specification is transformed stepwise into a concrete, executable solution. In each refinement step, plan deficiencies identify faulty or under-developed parts of the plan, which in turn triggers the generation of transformation operators that try to resolve them. All involved entities are explicitly represented and therefore transparent to the framework. This property allows for two novel aspects of our approach: First, any planning and scheduling methodology can be functionally decomposed and mapped on the deficiency announcement and plan transformation generation principle, and second, the framework allows for an explicit declaration of planning strategies. We first investigate the flexibility of the extremely modular system design by instantiating the framework in a variety of system configurations including classical partial-order causal-link (POCL) planning, hierarchical task-network (HTN) planning, and classical scheduling. As a key feature, the presented approach provides a formally integrated treatment of action and state abstraction, thus naturally combining causality-focused reasoning with hierarchical, procedure-oriented methods. While the use of procedural knowledge allows to rely on well-known, predefined solutions to planning problems, the non-hierarchical methods provide the flexibility to come up with non-standard solutions and to complete under-specified problem instances, respectively. The resulting technique of hybrid planning is capable of constructing a plan's causal and hierarchical structure across multiple levels of abstraction by using plan development options of both the POCL and HTN paradigms. We also present an integrated planning and scheduling system that is defined in our framework. For the first time, such a system is able to combine any ensemble of planning and scheduling technologies on the operational level and to address the respective deficiencies opportunistically. The accordingly unique representation of application domains incorporates temporal phenomena and resource manipulations not only for basic actions but on the abstract action level as well. This leads to the novel technique of hierarchical scheduling, in which the concept of abstraction is extended to resource representation and reasoning, for example resource aggregation and approximation. Thanks to its well-defined functional composition, the framework yields a major improvement with respect to the capabilities of planning and scheduling strategies. The explicitly represented information about a plan's deficiencies and development prospects makes it possible to utilize a new quality of knowledge sources, including relationships between deficiencies, refinements, and components in the plan to which they refer. This leads to the novel class of flexible strategies, which decide upon problem characteristics and the current state of the plan generation process, respectively. The most prominent representatives are our HotSpot and HotZone strategies, which take into account the structural dependencies between problematic elements in the plan when deciding upon their resolution. They are independent of both the application domain and the concrete framework instance. Therefore, they can be deployed for POCL planning as well as for integrated planning and scheduling, for example, and any other combination of methods the overall framework allows for. In addition, these strategy components are not only easily exchangeable, they can also be combined into sequences of decision procedures in which succeeding components fine-tune the choices of the preceding ones. We present the declarations of a comprehensive strategy repertoire, ranging from classical strategy components that implement well-known search principles from the literature to an assortment of flexible strategies. Our formal framework is not only a method for specifying a variety of planning and scheduling functionality, it also enables the derivation of software architectures for fielding the corresponding systems. We show how the formal entities of the framework can be directly mapped onto software artefacts in a knowledge-based multiagent architecture, which optimally supports concurrency \– by enabling parallel computations of plan deficiencies and refinement options \– as well as the paradigm of distributed knowledge management. While the former addresses the practical issue of managing multiple computational resources the latter matches perfectly the idea of different modules representing different planning and scheduling aspects. Our implementation of the framework resulted in a complex planning environment in which any planning and scheduling system can be easily compiled from a rich collection of functional components. By systematically alternating the system configuration and its parameters, it can also be used as a testbed for the evaluation of framework components, in particular planning strategies and refinement methods. This allowed for conducting a large-scale empirical study on dozens of strategy configurations, which is the first extensive experimental effort in the domain of hybrid planning. It concludes this thesis with four important results: First, we gain insights into the performance of members of our strategy portfolio on a set of benchmark problems. We thereby learned how to graduate performance measures and how to assess such test results. Second, we became familiar with the characteristics of the examined strategies, the experiment problems, and also of the benchmark domains. Third, our findings clearly support both the necessity and feasibility of systematic experimentation in order to identify suitable strategies for a given application domain. Last, but not least, our evaluation effort proves that our environment is an effective platform for orchestrating and operating component-based planning and scheduling systems, in terms of flexibility as well as in terms of efficiency.},
		url 			= {http://vts.uni-ulm.de/query/longview.meta.asp?document_id=6895},
		school 			= {Ulm University}
}


@inproceedings{rashid09b,
		author 			= {Rashid, O. and Al-Hamadi, A. and Michaelis, B.},
		title 			= {Posture Recognition Using Combined Statistical and Geometrical Feature Vectors Based on SVM},
		booktitle 		= {Proceedings of the International Conference on Image, Signal and Vision Computing (ICISVC 2009)},
		publisher 		= {WASET},
		pages 			= {590--597},
		year 			= {2009},
		timestamp 		= {2009.12.01}
}


@inproceedings{rashid09a,
		author 			= {Rashid, O. and Al-Hamadi, A. and Michaelis, B.},
		title 			= {Towards the Integration of Gesture and Posture Recognition using HMM and SVM},
		booktitle 		= {Proceedings of the IEEE International Conference on Intelligent Computing and Intelligent Systems (ICIS)},
		year 			= {2009},
		pages 			= {572--577},
		owner 			= {niese},
		timestamp 		= {2009.12.01}
}


@inproceedings{Hermann2009,
		author 			= {Hermann, M. and Weber, M.},
		title 			= {When Three Worlds Collide: A Model of the Tangible Interaction Process},
		booktitle 		= {Proceedings of the 21st OZCHI},
		year 			= {2009},
		pages 			= {341--344},
		abstract 		= {The design of Tangible Interfaces has already evolved since the first projects were developed. Frameworks and taxonomies have helped to understand the field of Tangible Interaction. But nevertheless the mental models of the interaction process with Tangible Interfaces seems to be surprisingly diverse. In this paper we present a comprehensive and generic model for interaction with the digital world through physical objects. Our goal is to model the complete process of interaction, to analyse existing design approaches using the model, and to gain a generic design aid for Tangible Interaction.}
}


@inproceedings{deMelo09-flexibleUiModel,
		author 			= {Melo, G. de and Honold, F. and Weber, M. and Poguntke, M. and Berton, A.},
		title 			= {Towards a Flexible UI Model for Automotive Human-Machine Interaction},
		booktitle 		= {Proceedings of the 1st International Conference on Automotive User Interfaces and Interactive Vehicular Applications},
		year 			= {2009},
		pages 			= {47--50},
		address 		= {New York, NY, USA},
		month 			= {September},
		publisher 		= {ACM},
		abstract 		= {In this paper we present an approach for creating user interfaces from abstract representations for the automotive domain. The approach is based on transformations between different user interface abstraction levels. Existing user interface representation methods are presented and evaluated. The impact of specific requirements for automotive human machine interaction is discussed. Considering these requirements a process based on transformation rules is outlined to allow for flexible integration of external infotainment applications coming from mobile devices or web sources into the in-car interaction environment.},
		doi 			= {10.1145/1620509.1620518},
		isbn 			= {978-1-60558-571-0},
		keywords 		= {human-machine interaction, user interface modeling, user interface generation, UML, Cameleon Reference Framework},
		location 		= {Essen, Germany}
}


@article{Reich2009,
		author 			= {Reich, B. and Weber, M. and Berton, A.},
		title 			= {Abstrakte Beschreibung automobiler HMI-Systeme},
		journal 		= {Nutzungsschnittstellen und interaktive Anwendungen im Auto},
		year 			= {2009},
		volume 			= {8},
		pages 			= {15--18},
		number 			= {2},
		month 			= {August},
		abstract 		= {In diesem Artikel wird eine Beschreibungssprache f\"{u}r automobile HMI-Systeme definiert, die es er-m\"{ö}glicht ein solches System unabh\"{a}ngig von einem zur Modellierung eingesetzten Programm zu beschreiben. Vor der Definition dieser eigenen Beschreibungssprache werden vorhandene Sprachen auf ihre Tauglichkeit hin untersucht. Anschließend wird am Beispiel von Web-Services gezeigt, wie mit einer solchen Beschreibungssprache auch die Anbindung neuer Dienste an ein HMI-Modell beschrieben werden kann.},
		doi 			= {10.1524/icom.2009.0019},
		issn 			= {1618-162X},
		keywords 		= {Abstrakte Beschreibung, HMI Systeme, Modellierung, Web-Service},
		publisher 		= {Oldenbourg Verlag}
}


@article{Elsholz2009,
		author 			= {Elsholz, J.-P. and Melo, G. de and Hermann, M. and Weber, M.},
		title 			= {Designing an Extensible Architecture for Personalized Ambient Information},
		journal 		= {Pervasive and Mobile Computing},
		year 			= {2009},
		volume 			= {5},
		ages 			= {592--605},
		number 			= {5},
		month 			= {October},
		abstract 		= { Ambient displays provide us with information in the background of our awareness. However, as each user has individual wishes and needs of how, which and when information is presented, the acceptance of ambient displays is low. In this paper we introduce an extensible architecture for personalized ambient information. We employ a notification system to extend the capability of a fixture to display more than one variable. Multiple variables can be updated by multiple information providers. Thereby, our architecture covers a broader spectrum of notifications from alarms to ambient information. We evaluate our concept within a dual-task experiment in comparison to preset notifications. The results show a level of self-interruption which is significantly lower than using preset notifications. Therefore our approach outperforms preset notifications and moves ambient displays closer to secondary displays in human-computer interaction.},
		doi 			= {10.1016/j.pmcj.2009.06.005},
		keywords 		= { Ambient fixture, Ambient display, Peripheral display,  Notification system,  Ubiquitous Computing},
		publisher 		= {Elsevier}
}


@inproceedings{Hipp2009FreeMote,
		author 			= {Hipp, M. and Mahler, T. and Spika, C. and Weber, M.},
		title 			= {Universal Device Access with FreeMote},
		booktitle 		= {Proceedings of the 5th International Conference on Intelligent Environments (IE09)},
		year 			= {2009},
		volume 			= {2},
		series 			= {Ambient Intelligence and Smart Environments},
		pages 			= {311--318},
		publisher 		= {IOS Press},
		abstract 		= {With the FreeMote system, we present a solution for easy and intuitive universal device control. Based on the Wii Remote Controller real world device functions can be accessed and controlled via gestures. Gestures include predefined sets apt for standard functions present in many devices as well as user definable gestures. Offering both possibilities, the users are free to choose and adapt the gestures to their needs while reducing the mental load. Along with the gesture interface, FreeMote offers a simple way of enabling everyday devices for FreeMote controlling. FreeMote makes use of the spatial nature of real world environments in device selection and in function controlling via gestures. Thus, FreeMote system supports the user in finding enabled devices, makes selecting devices easy and provides an intuitive way of controlling devices via gestures.},
		doi 			= {10.3233/978-1-60750-034-6-311},
		isbn 			= {978-1-60750-034-6},
		keywords 		= {Wii Remote Controller, Gesture Control, Universal Remote, Tangible User Interfaces, Spatial Interaction}
}


@article{RefWorks:593,
		minne 			={update},
		author			={Markert, Heiner and Kaufmann, Ulrich and Kayikci, Z{\"o}hre Kara and Palm, G{\"u}nther},
		year			={2009},
		title			={Neural Associative Memories for the Integration of Language, Vision and Action in an Autonomous Agent},
		journal			={Neural Networks},
		volume			={22},
		number 			={2},
		pages			={134--143},
		url 			={http://www.sciencedirect.com/science/article/pii/S0893608009000094},  
		abstract 		={Language understanding is a long-standing problem in computer science. However, the human brain is capable of processing complex languages with seemingly no difficulties. This paper shows a model for language understanding using biologically plausible neural networks composed of associative memories. The model is able to deal with ambiguities on the single word and grammatical level. The language system is embedded into a robot in order to demonstrate the correct semantical understanding of the input sentences by letting the robot perform corresponding actions. For that purpose, a simple neural action planning system has been combined with neural networks for visual object recognition and visual attention control mechanisms.}
}


@article{OubbatiPalmNCA09,
		author 			= {Oubbati, M. and Palm, G.},
		title 			= {A Neural Framework for Adaptive Robot Control},
		journal 		= {Neural Computing \& Applications},
		keywords 		= {echo state networks, neural fields, mobile robots, motion control, behavior generation},
		year 			= {2009},
		pages 			= {103--114},
		abstract 		= {This paper investigates how dynamics in recurrent neural networks can be used to solve some specific mobile robot problems such as motion control and behavior generation. We have designed an adaptive motion control approach based on a novel recurrent neural network, called Echo state networks. The advantage is that no knowledge about the dynamic model is required, and no synaptic weight changing is needed in presence of time varying parameters in the robot. To generate the robot behavior over time, we adopted a biologically inspired approach called neural fields. Due to its dynamical properties, a neural field produces only one localized peak that indicates the optimum movement direction, which navigates a mobile robot to its goal in an unknown environment without any collisions with static or moving obstacles.},
		url 			= {http://www.springerlink.com/content/11h7514m41403831/}
}


@article{OubbatiPalm_IJCNN09,
		author 			= {Oubbati, M. and Holoch, W. and Palm, G.},
		title 			= {Neural Fields for Complex Behavior Generation on Autonomous Robots},
		journal 		= {Neural Networks, IEEE - INNS - ENNS International Joint Conference on Neural Networks},
		year 			= {2009},
		isbn 			= {978-1-4244-3548-7},
		pages 			= {2388--2393},
		doi 			= {http://ieeexplore.ieee.org/search/wrapper.jsp?arnumber=5178579 },
		publisher 		= {IEEE Computer Society},
		address 		= {Los Alamitos, CA, USA}
}


@inproceedings{schm2009,
		author 			= {Schmitt, A. and Heinroth, T. and Bertrand, G.},
		month 			= {jul},
		title 			= {Towards Emotion, Age- and Gender-Aware VoiceXML Applications},
		booktitle 		= {Proceedings of the 5th International Conference on Intelligent Environments (IE'09)},
		series 			= {Ambient Intelligence and Smart Environments},
		volume 			= {2},
		year 			= {2009},
		pages 			= {34--41},
		publisher 		= {IOS Press},
		location 		= {Barcelona (Spain)},
		url 			= {http://www.booksonline.iospress.nl/Content/View.aspx?piid=12924},
		doi 			= {10.3233/978-1-60750-034-6-34}
}


@book{2007jp01,
		author 			= {Pittermann, J. and Pittermann, A. and Minker, W.},
		title 			= {{Handling Emotions in Human-Computer Dialogues}},
		year 			= {2009},
		publisher 		= {Springer},
		address 		= {Dordrecht (The Netherlands)},
		url 			= {http://www.springer.com/linguistics/computational+linguistics/book/978-90-481-3128-0}
}


@book{2007wm01,
		editor 			= {Minker, W. and Weber, M. and Hagras, H. and Callagan, V. and Kameas, A.},
		title 			= {{Advanced Intelligent Environments}},
		series 			= {Lecture Notes in Electrical Engineering},
		year 			= {2009},
		publisher 		= {Springer},
		address 		= {Boston (USA)},
		url 			= {http://www.springer.com/engineering/signals/book/978-0-387-76484-9}
}


@inproceedings{2009tjh03,
		author 			= {Kameas, A. and Hagras, H. and Goumopoulos, C. and Heinroth, T. and Meliones, A. and Gardner, M. and Economou, D. and Pruvost, G. and Bellik, Y. and Minker, W.},
		month 			= {December},
		title 			= {A Pervasive System Architecture that Supports Adaptation Using Agents and Ontologies},
		booktitle 		= {Proceedings of the 10th International Symposium on Pervasive Systems, Algorithms and Networks (I-SPAN 2009)},
		year 			= {2009},
		pages 			= {148--153},
		publisher 		= {IEEE Computer Society},
		isbn 			= {978-0-7695-3908-9},
		doi 			= {10.1109/I-SPAN.2009.81}  
}


@inproceedings{2009tjh05,
		author 			= {Bellik, Y. and Kameas, A. and Goumopoulos, C. and Hagras, H. and Heinroth, T. and Pruvost, G. and Meliones, A. and Economou, D. and Minker, W. and Gardner, M.},
		month 			= {dec},
		title 			= {Multidimensional Pervasive Adaptation into Ambient Intelligent Environments},
		booktitle 		= {Proceedings of the 8th International Conference on Pervasive Intelligence and Computing (PICom 2009)},
		year 			= {2009},
		pages 			= {303--308},
		publisher 		= {IEEE Computer Society},
		address 		= {Washington, DC, USA},
		isbn 			= {978-0-7695-3929-4},
		url 			= {http://www.computer.org/portal/web/csdl/doi/10.1109/DASC.2009.120},
        doi 			= {10.1109/DASC.2009.120}
}


@article{2006wm02,
		author			= {Minker, W. and Pittermann, J. and Pittermann, A. and Strauss, P.-M. and B{\"{u}}hler, D.},
		title 			= {{Challenges in Speech-Based Human-Computer Interfaces}},
		journal 		= {{International Journal of Speech Technology}},
		volume 			= {10},
		number 			= {2},
		year 			= {2009},
		pages 			= {109--119},
		url 			= {http://www.springerlink.com/content/p74g8k14845g636r/},
		doi 			= {10.1007/s10772-009-9023-y}
}


@article{2009wm02,
		author 			= {Minker, W. and L{\'{o}}pez-C{\'{o}}zar, R. and McTear, M.},
		title 			= {{The Role of Spoken Language Dialogue Interaction in Intelligent Environments}},
		journal 		= {Journal of Ambient Intelligence and Smart Environments},
		volume 			= {1},
		number 			= {1},
		year 			= {2009},
		pages 			= {31--36},
		issn 			= {1876-1364},
		url 			= {http://iospress.metapress.com/content/e343h162v801u781/},
		doi 			= {10.3233/AIS-2009-0004}
}


@inproceedings{2009gb01,
		author 			= {Bertrand, G. and Heinroth, T. and Schmitt, A.},
		title			= {CHAD - Constraint Handling Architecture for Dialogue management},
		booktitle 		= {Proceedings of the 5th International Conference on Intelligent Environments},
		series 			= {Ambient Intelligence and Smart Environments},
		volume 			= {2},
		year 			= {2009},
		pages 			= {50--56},
		publisher 		= {IOS Press},
		location 		= {Barcelona (Spain)},
		url 			= {http://www.booksonline.iospress.nl/Content/View.aspx?piid=12926},
		doi 			= {10.3233/978-1-60750-034-6-50}
}


@inproceedings{2009kz01,
		author 			= {Zablotskaya, K.},
		title 			= {Genetic Programming Application for User Capabilities Determination},
		booktitle 		= {Proceedings of the 4th International Workshop on Artificial Intelligence Techniques for Ambient Intelligence (AITAmI'09)},
		year 			= {2009},
		pages 			= {201--208},
		publisher 		= {IOS Press},
		location 		= {Barcelona (Spain)}
}


@inproceedings{2009tjh04,
		author 			= {Heinroth, T. and Schmitt, A. and Bertrand, G.},
		month 			= {jul},
		title 			= {Enhancing Speech Dialogue Technologies for Ambient Intelligent Environments},
		booktitle 		= {Proceedings of the 5th International Conference on Intelligent Environments (IE'09)},
		series 			= {Ambient Intelligence and Smart Environments},
		volume			= {2},
		year 			= {2009},
		pages 			= {42--49},
		publisher 		= {IOS Press},
		location 		= {Barcelona (Spain)},
		isbn 			= {978-1-60750-034-6},
		url 			= {http://www.booksonline.iospress.nl/Content/View.aspx?piid=12925},
		doi 			= {10.3233/978-1-60750-034-6-42}
}


@inbook{2009wm01,
		author 			= {Minker, W. and Heinroth, T. and Strauss, P.-M. and Zaykovskiy, D.},
		title 			= {Interaction in Intelligent Environments},
		edition 		= {Human-Centric Interfaces for Ambient Intelligence},
		chapter 		= {18},
		year 			= {2009},
		publisher 		= {Elsevier},
		url 			= {http://www.elsevier.com/wps/find/bookdescription.cws_home/716497/description#description}
}


@inproceedings{elmezain09a,
		author 			= {Elmezain, M. and Al-Hamadi, A. and Michaelis, B.},
		title 			= {A Novel System for Automatic Hand Gesture Spotting and Recognition in StereoColor Image Sequences},
		booktitle 		= {Proceedings of the 17th International Conference on Computer Graphics, Visualization and Computer Vision (WSCG 2009)},
		year 			= {2009},
		month 			= {February 2-5},
		publisher 		= {Springer},
		pages 			= {355--359}
}


@inproceedings{Appenrodt2009,
		author 			= {Appenrodt, J. and Al-Hamadi, A. and Elmezain, M. and Michaelis, B.},
		title 			= {Data Gathering for Gesture Recognition Systems Based on Mono Color-,	Stereo Color- and Thermal Cameras},
		booktitle 		= {Proceedings of Future Generation Information Technology, FGIT 2009, LNCS 5899},
		year 			= {2009},
		pages 			= {78--86},
		publisher 		= {Springer},
		isbn 			= {978-3-642-10508-1},
		owner 			= {Appenrodt},
		timestamp 		= {2009.12.01},
		url 			= {http://www.springerlink.com/content/g3m63l1882666x71/fulltext.pdf}
}


@inproceedings{pathan09b,
		author 			= {Pathan, S. and Al-Hamadi, A. and Michaelis, B.},
		title 			= {OIF- An Online Inferential Framework for Multi-object Tracking with Kalman Filter},
		booktitle 		= {Proceedings of Computer Analysis of Image and Patterns, CIAP 2009, LNCS 5702},
		year 			= {2009},
		pages 			= {1087--1095},
		timestamp 		= {2009.12.01}
}


@article{kessleretal09_2,
		author 			= {Kessler, H. and Kammerer, M. and Hoffmann, H. and Traue, H. C.},
		title 			= {Regulation of Emotions and Alexithymia: A Correlative Study},
		journal 		= {PPmP - Psychotherapie Psychosomatik Medizinische Psychologie},
		year 			= {2009},
		pages 			= {169--174},
		doi 			= {10.1055/s-0029-1234046}
}


@article{kessleretal09,
		author 			= {Kessler, H. and Traue, H. C. and Hopfensitz, M. and Subic-Wrana, C. and Hoffmann, H.},
		title 			= {Levels of Emotional Awareness Scale-Computer},
		journal 		= {Psychotherapeut},
		year			= {2009},
		pages 			= {329--334},
		volume 			= {55},
		issue 			= {4},
		doi 			= {10.1007/s00278-009-0671-9}
}


@inproceedings{munzEtal:09b,
		author 			= {Munz, M. and M{\"a}hlisch, M. and Dietmayer, K.},
		title 			= {Probabilistische Sensorfusion und integrierte Existenzsch{\"a}tzung f{\"u}r zuk{\"u}nftige Fahrerassistenzsysteme},
		year 			= {2009},
		pages 			= {166--176},
		booktitle 		= {Proceedings of the 6th Workshop Fahrerassistenzsysteme}
}


@INPROCEEDINGS{5203757,
		author			={Reuter, S. and Dietmayer, K.C.J.},
		booktitle		={Proceedings of the 12th International Conference on Information Fusion (FUSION '09)},
		title			={Fuzzy Estimation and Segmentation for Laser Range Scans},
		year			={2009},
		month			={july},
		pages			={1974--1981},
		keywords		={fuzzy estimation;image segmentation;laser range scans;fuzzy set theory;image resolution;image segmentation;image sensors;laser ranging;}
}


@INPROCEEDINGS{5309845,
		author			={Munz, M. and Dietmayer, K. and M{\"a}hlisch, M.},
		booktitle		={Proceedings of the 12th International IEEE Conference on Intelligent Transportation Systems (ITSC '09)},
		title			={A Sensor Independent Probabilistic Fusion System for Driver Assistance Systems},
		year			={2009},
		pages			={1--6},
		keywords		={automotive multitarget multisensor environment;data preprocessing step;driver assistance systems;high resolution sensor;laser scanners;object birth models;sensor independent measurement fusion;sensor independent probabilistic fusion system;video fusion;driver information systems;optical scanners;sensor fusion;},
		doi				={10.1109/ITSC.2009.5309845}

}