Friedhelm Schwenker

293 papers A 1B 34C 13Misc 2Journal 87Unranked 130

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	ConceptACT: Episode-Level Concepts for Sample-Efficient Robotic Imitation Learning. CoRR Jakob Karalus, Friedhelm Schwenker
2026	J	`jnl`	Randomized Modality Mixing with Patchwise RBF Networks for Robust Multimodal Pain Recognition. Comput. Mehmet Erdal, Sascha Gruss, Steffen Walter, Friedhelm Schwenker
2025	—	`conf`	Background-Invariant Independence-Guided Multi-head Attention Network for Skin Lesion Classification. MICCAI (13) Debasmit Roy, Srinjoy Dutta, Soham Bose, Friedhelm Schwenker, Ram Sarkar
2025	J	`jnl`	Dealing with Class Overlap Through Cluster-Based Sample Weighting. Comput. Patrick Thiam, Friedhelm Schwenker, Hans Armin Kestler
2025	—	`conf`	EEG-Based Hybrid Emotion Recognition Model with Statistical-Wavelet Features and Modality-Agnostic Loss. EANN (1) Asfak Ali, Jotiraditya Banerjee, Debam Saha, Akash Dutta, Friedhelm Schwenker, Ram Sarkar
2025	J	`jnl`	Hybrid quantum tensor networks for aeroelastic applications. CoRR Manuel Lautaro Hickmann, Pedro Alves, David Quero, Friedhelm Schwenker, Hans-Martin Rieser
2025	J	`jnl`	Hybrid quantum tensor networks for aeroelastic applications. Quantum Mach. Intell. Manuel Lautaro Hickmann, Pedro Alves, David Quero, Friedhelm Schwenker, Hans-Martin Rieser
2025	J	`jnl`	Multimodal Pain Recognition Based on Contrastive Adversarial Autoencoder Pretraining. Mach. Learn. Knowl. Extr. Nikolai A. K. Steur, Friedhelm Schwenker
2025	J	`jnl`	Revisiting Evaluation of Deep Neural Networks for Pedestrian Detection. CoRR Patrick Feifel, Benedikt Franke, Frank Bonarens, Frank Köster, Arne P. Raulf, Friedhelm Schwenker
2025	J	`jnl`	SAWL-Net: A Statistical Attentions and Wavelet Aided Lightweight Network for Classification of Cancers in Histopathological Images. IEEE Trans. Artif. Intell. Surya Majumder, Aishik Paul, Friedhelm Schwenker, Ram Sarkar
2025	J	`jnl`	TEMPO: Timestep Explanations for Modeling Preferences in Online Preference-Based RL. IEEE Access Jakob Karalus, Friedhelm Schwenker
2024	—	`conf`	A Metaheuristic Optimization Based Deep Feature Selection for Oral Cancer Classification. ANNPR Akash Halder, Sugata Laha, Saptarshi Bandyopadhyay, Friedhelm Schwenker, Ram Sarkar
2024	Misc	`conf`	A Note on Linear Time Series Prediction. KI Christopher M. A. Bonenberger, Markus Schneider, Wolfgang Ertel, Friedhelm Schwenker
2024	J	`jnl`	Enhanced performance prediction of ATL model transformations. Perform. Evaluation Raffaela Groner, Peter Bellmann, Stefan Höppner, Patrick Thiam, Friedhelm Schwenker, Hans A. Kestler, Matthias Tichy
2024	J	`jnl`	Interpretable Hybrid Multichannel Deep Learning Model for Heart Disease Classification Using 12-Lead ECG Signal. IEEE Access Yehualashet Megersa Ayano, Friedhelm Schwenker, Bisrat Derebssa Dufera, Taye Girma Debelee, Yitagesu Getachew Ejegu
2024	J	`jnl`	Learning in Deep Radial Basis Function Networks. Entropy Fabian Wurzberger, Friedhelm Schwenker
2024	—	`conf`	ModMix: Data Augmentation for Multimodal Pain Detection. ICPR (Workshops and Challenges, 5) Mehmet Erdal, Sascha Gruss, Steffen Walter, Friedhelm Schwenker
2024	—	`ed.`	Pan-African Conference on Artificial Intelligence - Second Conference, PanAfriCon AI 2023, Addis Ababa, Ethiopia, October 5-6, 2023, Revised Selected Papers, Part I PanAfriCon AI (1) Taye Girma Debelee, Achim Ibenthal, Friedhelm Schwenker, Yehualashet Megersa Ayano
2024	—	`ed.`	Pan-African Conference on Artificial Intelligence - Second Conference, PanAfriCon AI 2023, Addis Ababa, Ethiopia, October 5-6, 2023, Revised Selected Papers, Part II PanAfriCon AI (2) Taye Girma Debelee, Achim Ibenthal, Friedhelm Schwenker, Yehualashet Megersa Ayano
2024	C	`conf`	PatternPortrait: Draw Me Like One of Your Scribbles. EvoMUSART Sabine Wieluch, Friedhelm Schwenker
2024	J	`jnl`	PatternPortrait: Draw Me Like One of Your Scribbles. CoRR Sabine Wieluch, Friedhelm Schwenker
2024	C	`conf`	Predicting the Performance of ATL Model Transformations. Software Engineering Raffaela Groner, Peter Bellmann, Stefan Höppner, Patrick Thiam, Friedhelm Schwenker, Matthias Tichy
2024	—	`conf`	Towards Explainable Visual Vessel Recognition Using Fine-Grained Classification and Image Retrieval. CVPR Workshops Heiko Karus, Friedhelm Schwenker, Michael Munz, Michael Teutsch
2023	J	`jnl`	A Novel Approach to Spectral Estimation and Moving Average Model Parameter Estimation. IEEE Signal Process. Lett. Christopher M. A. Bonenberger, Markus Schneider, Friedhelm Schwenker, Wolfgang Ertel
2023	J	`jnl`	Class-Variational Learning With Capsule Networks for Deep Entity-Subspace Clustering. IEEE Access Nikolai A. K. Steur, Friedhelm Schwenker
2023	J	`jnl`	ECG Synthesis via Diffusion-Based State Space Augmented Transformer. Sensors Md Haider Zama, Friedhelm Schwenker
2023	—	`conf`	Fake vs. Real Face Discrimination Using Convolutional Neural Networks. PanAfriCon AI (2) Khaled Eissa, Friedhelm Schwenker
2023	—	`conf`	Generating Synthetic Brain Tumor Data Using StyleGAN3 for Lower Class Enhancement. PanAfriCon AI (1) Ahmed Abdalaziz, Friedhelm Schwenker
2023	J	`jnl`	Pain Detection in Biophysiological Signals: Knowledge Transfer from Short-Term to Long-Term Stimuli Based on Distance-Specific Segment Selection. Comput. Tobias Ricken, Peter Bellmann, Steffen Walter, Friedhelm Schwenker
2023	—	`conf`	Pain Recognition Differences between Female and Male Subjects: An Analysis based on the Physiological Signals of the X-ITE Pain Database. ICMI Companion Tobias B. Ricken, Peter Bellmann, Sascha Gruss, Hans A. Kestler, Steffen Walter, Friedhelm Schwenker
2023	—	`ed.`	Pan-African Conference on Artificial Intelligence - First Conference, PanAfriCon AI 2022, Addis Ababa, Ethiopia, October 4-5, 2022, Revised Selected Papers PanAfriCon AI Taye Girma Debelee, Achim Ibenthal, Friedhelm Schwenker
2023	B	`conf`	Potential analysis of a Quantum RL controller in the context of autonomous driving. ESANN Manuel Lautaro Hickmann, Arne P. Raulf, Frank Köster, Friedhelm Schwenker, Hans-Martin Rieser
2023	B	`conf`	Predicting the Performance of ATL Model Transformations. ICPE Raffaela Groner, Peter Bellmann, Stefan Höppner, Patrick Thiam, Friedhelm Schwenker, Matthias Tichy
2023	—	`conf`	Thermal Infrared Single Image Dehazing and Blind Image Quality Assessment. CVPR Workshops Fabian Erlenbusch, Constanze Merkt, Bernardo de Oliveira, Alexander Gatter, Friedhelm Schwenker, Ulrich Klauck, Michael Teutsch
2023	J	`jnl`	Visual Static Hand Gesture Recognition Using Convolutional Neural Network. Algorithms Ahmed Eid, Friedhelm Schwenker
2023	J	`jnl`	Weak Localization of Radiographic Manifestations in Pulmonary Tuberculosis from Chest X-ray: A Systematic Review. Sensors Degaga Wolde Feyisa, Yehualashet Megersa Ayano, Taye Girma Debelee, Friedhelm Schwenker
2022	J	`jnl`	CovidConvLSTM: A fuzzy ensemble model for COVID-19 detection from chest X-rays. Expert Syst. Appl. Subhrajit Dey, Rajdeep Bhattacharya, Samir Malakar, Friedhelm Schwenker, Ram Sarkar
2022	J	`jnl`	Cyclic Nonlinear Correlation Analysis for Time Series. IEEE Access Christopher M. A. Bonenberger, Friedhelm Schwenker, Wolfgang Ertel, Markus Schneider
2022	—	`conf`	Deep Learning Architectures for Pain Recognition Based on Physiological Signals. ICPR Workshops (1) Patrick Thiam, Hans A. Kestler, Friedhelm Schwenker
2022	J	`jnl`	Learnability of the Boolean Innerproduct in Deep Neural Networks. Entropy Mehmet Erdal, Friedhelm Schwenker
2022	—	`conf`	Lung Tumor Detection and Recognition Using Deep Convolutional Neural Networks. PanAfriCon AI Shehabeldin Solyman, Friedhelm Schwenker
2022	J	`jnl`	Machine Learning in Cereal Crops Disease Detection: A Review. Algorithms Fraol Gelana Waldamichael, Taye Girma Debelee, Friedhelm Schwenker, Yehualashet Megersa Ayano, Samuel Rahimeto Kebede
2022	J	`jnl`	Machine Learning-Based Pain Intensity Estimation: Where Pattern Recognition Meets Chaos Theory - An Example Based on the BioVid Heat Pain Database. IEEE Access Peter Bellmann, Patrick Thiam, Hans A. Kestler, Friedhelm Schwenker
2022	—	`conf`	Pain Detection in Biophysiological Signals: Transfer Learning from Short-Term to Long-Term Stimuli Based on Signal Segmentation. ICPR Workshops (1) Tobias Ricken, Peter Bellmann, Steffen Walter, Friedhelm Schwenker
2022	J	`jnl`	PrepNet: A Convolutional Auto-Encoder to Homogenize CT Scans for Cross-Dataset Medical Image Analysis. CoRR Mohammadreza Amirian, Javier A. Montoya-Zegarra, Jonathan Gruss, Yves D. Stebler, Ahmet Selman Bozkir, Marco Calandri, Friedhelm Schwenker, Thilo Stadelmann
2022	J	`jnl`	Radial Basis Function Networks for Convolutional Neural Networks to Learn Similarity Distance Metric and Improve Interpretability. CoRR Mohammadreza Amirian, Friedhelm Schwenker
2022	J	`jnl`	Review of Botnet Attack Detection in SDN-Enabled IoT Using Machine Learning. Sensors Worku Gachena Negera, Friedhelm Schwenker, Taye Girma Debelee, Henock Mulugeta Melaku, Yehualashet Megeresa Ayano
2022	—	`conf`	Revisiting the Evaluation of Deep Neural Networks for Pedestrian Detection. AISafety@IJCAI Patrick Feifel, Benedikt Franke, Arne P. Raulf, Friedhelm Schwenker, Frank Bonarens, Frank Köster
2022	J	`jnl`	Singular Spectrum Analysis and Circulant Maximum Variance Frames. Adv. Data Sci. Adapt. Anal. Christopher M. A. Bonenberger, Wolfgang Ertel, Friedhelm Schwenker, Markus Schneider
2022	—	`conf`	Structured Nonlinear Discriminant Analysis. ECML/PKDD (1) Christopher M. A. Bonenberger, Wolfgang Ertel, Markus Schneider, Friedhelm Schwenker
2022	J	`jnl`	Trace and Detect Adversarial Attacks on CNNs using Feature Response Maps. CoRR Mohammadreza Amirian, Friedhelm Schwenker, Thilo Stadelmann
2022	—	`conf`	Using Generative Adversarial Networks for Single Image Super-Resolution. PanAfriCon AI Marwan Farag, Friedhelm Schwenker
2021	J	`jnl`	A Survey of Brain Tumor Segmentation and Classification Algorithms. J. Imaging Erena Siyoum Biratu, Friedhelm Schwenker, Yehualashet Megersa, Taye Girma Debelee
2021	J	`jnl`	Automatic pectoral muscle removal in mammograms. Evol. Syst. Samuel Rahimeto, Taye Girma Debelee, Dereje Yohannes, Friedhelm Schwenker
2021	—	`conf`	Binary Classification: Counterbalancing Class Imbalance by Applying Regression Models in Combination with One-sided Label Shifts. ICAART (2) Peter Bellmann, Heinke Hihn, Daniel A. Braun, Friedhelm Schwenker
2021	C	`conf`	Co-creative Drawing with One-Shot Generative Models. EvoMUSART Sabine Wieluch, Friedhelm Schwenker
2021	J	`jnl`	Comparison of short-term electrical load forecasting methods for different building types. Energy Inform. Arne Groß, Antonia Lenders, Friedhelm Schwenker, Daniel A. Braun, David Fischer
2021	J	`jnl`	Computer Aided Breast Cancer Detection Using Ensembling of Texture and Statistical Image Features. Sensors Soumya Deep Roy, Soham Das, Devroop Kar, Friedhelm Schwenker, Ram Sarkar
2021	J	`jnl`	Enhanced Region Growing for Brain Tumor MR Image Segmentation. J. Imaging Erena Siyoum Biratu, Friedhelm Schwenker, Taye Girma Debelee, Samuel Rahimeto Kebede, Worku Gachena Negera, Hasset Tamirat Molla
2021	J	`jnl`	Ensemble of Deep Learning Models for Sleep Apnea Detection: An Experimental Study. Sensors Debadyuti Mukherjee, Koustav Dhar, Friedhelm Schwenker, Ram Sarkar
2021	—	`conf`	Keynote: Machine learning and data analysis of multimodal affective and pain data. PerCom Workshops Friedhelm Schwenker
2021	J	`jnl`	Median Filter Aided CNN Based Image Denoising: An Ensemble Approach. Algorithms Subhrajit Dey, Rajdeep Bhattacharya, Friedhelm Schwenker, Ram Sarkar
2021	J	`jnl`	Multi-Modal Pain Intensity Recognition Based on the SenseEmotion Database. IEEE Trans. Affect. Comput. Patrick Thiam, Viktor Kessler, Mohammadreza Amirian, Peter Bellmann, Georg Layher, Yan Zhang, Maria Velana, Sascha Gruss, Steffen Walter, Harald C. Traue, Daniel Schork, Jonghwa Kim, Elisabeth André, Heiko Neumann, Friedhelm Schwenker
2021	J	`jnl`	Next-Generation Neural Networks: Capsule Networks With Routing-by-Agreement for Text Classification. IEEE Access Nikolai A. K. Steur, Friedhelm Schwenker
2021	—	`conf`	PrepNet: A Convolutional Auto-Encoder to Homogenize CT Scans for Cross-Dataset Medical Image Analysis. CISP-BMEI Mohammadreza Amirian, Javier A. Montoya-Zegarra, Jonathan Gruss, Yves D. Stebler, Ahmet Selman Bozkir, Marco Calandri, Friedhelm Schwenker, Thilo Stadelmann
2020	J	`jnl`	A novel segmentation technique for online handwritten Bangla words. Pattern Recognit. Lett. Shibaprasad Sen, Shubham Chowdhury, Mridul Mitra, Friedhelm Schwenker, Ram Sarkar, Kaushik Roy
2020	—	`conf`	Automated Pain Assessment: Is it Useful to Combine Person-Specific Data Samples? SSCI Peter Bellmann, Friedhelm Schwenker
2020	B	`conf`	Automatic Pain Intensity Recognition: Training Set Selection based on Outliers and Centroids. ESANN Peter Bellmann, Patrick Thiam, Friedhelm Schwenker
2020	J	`jnl`	Binary Classification: Counterbalancing Class Imbalance by Applying Regression Models in Combination with One-Sided Label Shifts. CoRR Peter Bellmann, Heinke Hihn, Daniel A. Braun, Friedhelm Schwenker
2020	J	`jnl`	Deep Learning in Selected Cancers' Image Analysis - A Survey. J. Imaging Taye Girma Debelee, Samuel Rahimeto Kebede, Friedhelm Schwenker, Zemene Matewos Shewarega
2020	B	`conf`	Dominant Channel Fusion Architectures - An Intelligent Late Fusion Approach. IJCNN Peter Bellmann, Patrick Thiam, Friedhelm Schwenker
2020	—	`conf`	Experimental Analysis of Bidirectional Pairwise Ordinal Classifier Cascades. S+SSPR Peter Bellmann, Ludwig Lausser, Hans A. Kestler, Friedhelm Schwenker
2020	—	`conf`	Feature Extraction: A Time Window Analysis Based on the X-ITE Pain Database. ANNPR Tobias Ricken, Adrian Steinert, Peter Bellmann, Steffen Walter, Friedhelm Schwenker
2020	—	`conf`	Fuzzy-Based Pseudo Segmentation Approach for Handwritten Word Recognition Using a Sequence to Sequence Model with Attention. ICPR Workshops (2) Rajdeep Bhattacharya, Samir Malakar, Friedhelm Schwenker, Ram Sarkar
2020	J	`jnl`	Gray Level Image Contrast Enhancement Using Barnacles Mating Optimizer. IEEE Access Shameem Ahmed, Kushal Kanti Ghosh, Suman Kumar Bera, Friedhelm Schwenker, Ram Sarkar
2020	B	`conf`	Handwritten Digit String Recognition using Deep Autoencoder based Segmentation and ResNet based Recognition Approach. ICPR Anuran Chakraborty, Rajonya De, Samir Malakar, Friedhelm Schwenker, Ram Sarkar
2020	—	`conf`	Introducing Bidirectional Ordinal Classifier Cascades Based on a Pain Intensity Recognition Scenario. ICPR Workshops (6) Peter Bellmann, Ludwig Lausser, Hans A. Kestler, Friedhelm Schwenker
2020	C	`conf`	Multimodal Deep Denoising Convolutional Autoencoders for Pain Intensity Classification based on Physiological Signals. ICPRAM Patrick Thiam, Hans A. Kestler, Friedhelm Schwenker
2020	J	`jnl`	Ordinal Classification: Working Definition and Detection of Ordinal Structures. IEEE Access Peter Bellmann, Friedhelm Schwenker
2020	—	`conf`	Pain Intensity Recognition - An Analysis of Short-Time Sequences in a Real-World Scenario. ANNPR Peter Bellmann, Patrick Thiam, Friedhelm Schwenker
2020	C	`conf`	Person Identification based on Physiological Signals: Conditions and Risks. ICPRAM Peter Bellmann, Patrick Thiam, Friedhelm Schwenker
2020	—	`conf`	Personalized k-fold Cross-Validation Analysis with Transfer from Phasic to Tonic Pain Recognition on X-ITE Pain Database. ICPR Workshops (6) Youssef Wally, Yara Samaha, Ziad Yasser, Steffen Walter, Friedhelm Schwenker
2020	J	`jnl`	Radial Basis Function Networks for Convolutional Neural Networks to Learn Similarity Distance Metric and Improve Interpretability. IEEE Access Mohammadreza Amirian, Friedhelm Schwenker
2020	J	`jnl`	StrokeCoder: Path-Based Image Generation from Single Examples using Transformers. CoRR Sabine Wieluch, Friedhelm Schwenker
2020	C	`conf`	Subject-independent Pain Recognition using Physiological Signals and Para-linguistic Vocalizations. ICPRAM Nadeen Shoukry, Omar Elkilany, Patrick Thiam, Viktor Kessler, Friedhelm Schwenker
2020	J	`jnl`	Survey of deep learning in breast cancer image analysis. Evol. Syst. Taye Girma Debelee, Friedhelm Schwenker, Achim Ibenthal, Dereje Yohannes
2020	J	`jnl`	The uulmMAC Database - A Multimodal Affective Corpus for Affective Computing in Human-Computer Interaction. Sensors Dilana Hazer-Rau, Sascha Meudt, Andreas Daucher, Jennifer Spohrs, Holger Hoffmann, Friedhelm Schwenker, Harald C. Traue
2020	—	`conf`	Two to Trust: AutoML for Safe Modelling and Interpretable Deep Learning for Robustness. TAILOR Mohammadreza Amirian, Lukas Tuggener, Ricardo Chavarriaga, Yvan Putra Satyawan, Frank-Peter Schilling, Friedhelm Schwenker, Thilo Stadelmann
2020	J	`jnl`	Two-Stream Attention Network for Pain Recognition from Video Sequences. Sensors Patrick Thiam, Hans A. Kestler, Friedhelm Schwenker
2020	—	`conf`	Using Mask R-CNN for Image-Based Wear Classification of Solid Carbide Milling and Drilling Tools. ANNPR Jasmin Dalferth, Sven Winkelmann, Friedhelm Schwenker
2020	B	`conf`	Using Meta Labels for the Training of Weighting Models in a Sample-Specific Late Fusion Classification Architecture. ICPR Peter Bellmann, Patrick Thiam, Friedhelm Schwenker
2019	J	`jnl`	A functional data analysis approach for continuous 2-D emotion annotations. Web Intell. Karan Sharma, Marius Wagner, Claudio Castellini, Egon L. van den Broek, Freek Stulp, Friedhelm Schwenker
2019	J	`jnl`	Artificial Development by Reinforcement Learning Can Benefit From Multiple Motivations. Frontiers Robotics AI Günther Palm, Friedhelm Schwenker
2019	—	`conf`	Deep Domain Adaptation for Facial Expression Analysis. ACII Workshops Nikolai Kalischek, Patrick Thiam, Peter Bellmann, Friedhelm Schwenker
2019	—	`conf`	Dropout Induced Noise for Co-Creative GAN Systems. ICCV Workshops Sabine Wieluch, Friedhelm Schwenker
2019	J	`jnl`	Dropout Induced Noise for Co-Creative GAN Systems. CoRR Sabine Wieluch, Friedhelm Schwenker
2019	J	`jnl`	Evaluation of modified adaptive k-means segmentation algorithm. Comput. Vis. Media Taye Girma Debelee, Friedhelm Schwenker, Samuel Rahimeto, Dereje Yohannes
2019	J	`jnl`	Exploring Deep Physiological Models for Nociceptive Pain Recognition. Sensors Patrick Thiam, Peter Bellmann, Hans A. Kestler, Friedhelm Schwenker
2019	J	`jnl`	Feature Selection for Recognition of Online Handwritten Bangla Characters. Neural Process. Lett. Shibaprasad Sen, Mridul Mitra, Ankan Bhattacharyya, Ram Sarkar, Friedhelm Schwenker, Kaushik Roy
2019	—	`conf`	Filter Method Ensemble with Neural Networks. ICANN (2) Anuran Chakraborty, Rajonya De, Agneet Chatterjee, Friedhelm Schwenker, Ram Sarkar
2019	—	`ed.`	Multimodal Pattern Recognition of Social Signals in Human-Computer-Interaction - 5th IAPR TC 9 Workshop, MPRSS 2018, Beijing, China, August 20, 2018, Revised Selected Papers MPRSS Friedhelm Schwenker, Stefan Scherer
2019	—	`conf`	Using a Quartile-based Data Transformation for Pain Intensity Classification based on the SenseEmotion Database. ACII Workshops Peter Bellmann, Patrick Thiam, Friedhelm Schwenker
2018	J	`jnl`	A Temporal Dependency Based Multi-modal Active Learning Approach for Audiovisual Event Detection. Neural Process. Lett. Patrick Thiam, Sascha Meudt, Günther Palm, Friedhelm Schwenker
2018	J	`jnl`	A dataset of continuous affect annotations and physiological signals for emotion analysis. CoRR Karan Sharma, Claudio Castellini, Egon L. van den Broek, Alin Albu-Schäffer, Friedhelm Schwenker
2018	—	`conf`	A k -Nearest Neighbor Based Algorithm for Multi-Instance Multi-Label Active Learning. ANNPR Adrián T. Ruiz, Patrick Thiam, Friedhelm Schwenker, Günther Palm
2018	—	`ed.`	Artificial Neural Networks in Pattern Recognition - 8th IAPR TC3 Workshop, ANNPR 2018, Siena, Italy, September 19-21, 2018, Proceedings ANNPR Luca Pancioni, Friedhelm Schwenker, Edmondo Trentin
2018	—	`conf`	Combining Deep and Hand-Crafted Features for Audio-Based Pain Intensity Classification. MPRSS Patrick Thiam, Friedhelm Schwenker
2018	—	`conf`	Deep Learning Algorithms for Emotion Recognition on Low Power Single Board Computers. MPRSS Venkatesh Srinivasan, Sascha Meudt, Friedhelm Schwenker
2018	C	`conf`	Detection of Bat Acoustics Signals Using Voice Activity Detection Techniques with Random Forests Classification. CIARP Adrián T. Ruiz, Julian Equihua, Santiago Martínez, Everardo Robredo, Günther Palm, Friedhelm Schwenker
2018	—	`conf`	Evolutionary Algorithms for the Design of Neural Network Classifiers for the Classification of Pain Intensity. MPRSS Danila Mamontov, Iana Polonskaia, Alina Skorokhod, Eugene Semenkin, Viktor Kessler, Friedhelm Schwenker
2018	J	`jnl`	Off the Mainstream: Advances in Neural Networks and Machine Learning for Pattern Recognition. Neural Process. Lett. Edmondo Trentin, Friedhelm Schwenker, Neamat El Gayar, Hazem M. Abbas
2018	—	`conf`	Selecting Features from Foreign Classes. ANNPR Ludwig Lausser, Robin Szekely, Viktor Kessler, Friedhelm Schwenker, Hans A. Kestler
2018	—	`conf`	Trace and Detect Adversarial Attacks on CNNs Using Feature Response Maps. ANNPR Mohammadreza Amirian, Friedhelm Schwenker, Thilo Stadelmann
2018	—	`conf`	Visualizing Facial Expression Features of Pain and Emotion Data. MPRSS Jan Sellner, Patrick Thiam, Friedhelm Schwenker
2017	J	`jnl`	Adaptive confidence learning for the personalization of pain intensity estimation systems. Evol. Syst. Markus Kächele, Mohammadreza Amirian, Patrick Thiam, Philipp Werner, Steffen Walter, Günther Palm, Friedhelm Schwenker
2017	—	`conf`	Classification of Mammograms Using Convolutional Neural Network Based Feature Extraction. ICT4DA Taye Girma Debelee, Mohammadreza Amirian, Achim Ibenthal, Günther Palm, Friedhelm Schwenker
2017	—	`ch.`	Emotion Recognition from Speech. Companion Technology Andreas Wendemuth, Bogdan Vlasenko, Ingo Siegert, Ronald Böck, Friedhelm Schwenker, Günther Palm
2017	B	`conf`	Hierarchical Combination of Video Features for Personalised Pain Level Recognition. ESANN Patrick Thiam, Viktor Kessler, Friedhelm Schwenker
2017	—	`ch.`	Multi-modal Information Processing inCompanion-Systems: A Ticket Purchase System. Companion Technology Ingo Siegert, Felix Schüssel, Miriam Schmidt, Stephan Reuter, Sascha Meudt, Georg Layher, Gerald Krell, Thilo Hörnle, Sebastian Handrich, Ayoub Al-Hamadi, Klaus Dietmayer, Heiko Neumann, Günther Palm, Friedhelm Schwenker, Andreas Wendemuth
2017	—	`conf`	Multi-modal data fusion for pain intensity assessment and classification. IPTA Patrick Thiam, Friedhelm Schwenker
2017	—	`ch.`	Multimodal Affect Recognition in the Context of Human-Computer Interaction for Companion-Systems. Companion Technology Friedhelm Schwenker, Ronald Böck, Martin Schels, Sascha Meudt, Ingo Siegert, Michael Glodek, Markus Kächele, Miriam Schmidt-Wack, Patrick Thiam, Andreas Wendemuth, Gerald Krell
2017	—	`ed.`	Multimodal Pattern Recognition of Social Signals in Human-Computer-Interaction - 4th IAPR TC 9 Workshop, MPRSS 2016, Cancun, Mexico, December 4, 2016, Revised Selected Papers MPRSS Friedhelm Schwenker, Stefan Scherer
2017	—	`conf`	Multimodal fusion including camera photoplethysmography for pain recognition. ICCT Viktor Kessler, Patrick Thiam, Mohammadreza Amirian, Friedhelm Schwenker
2017	—	`conf`	Pain recognition with camera photoplethysmography. IPTA Viktor Kessler, Patrick Thiam, Mohammadreza Amirian, Friedhelm Schwenker
2017	B	`conf`	Support Vector Regression of Sparse Dictionary-Based Features for View-Independent Action Unit Intensity Estimation. FG Mohammadreza Amirian, Markus Kächele, Günther Palm, Friedhelm Schwenker
2016	—	`conf`	Active Learning for Speech Event Detection in HCI. ANNPR Patrick Thiam, Sascha Meudt, Friedhelm Schwenker, Günther Palm
2016	—	`ed.`	Artificial Neural Networks in Pattern Recognition - 7th IAPR TC3 Workshop, ANNPR 2016, Ulm, Germany, September 28-30, 2016, Proceedings ANNPR Friedhelm Schwenker, Hazem M. Abbas, Neamat El Gayar, Edmondo Trentin
2016	—	`conf`	Audio-Visual Recognition of Pain Intensity. MPRSS Patrick Thiam, Viktor Kessler, Steffen Walter, Günther Palm, Friedhelm Schwenker
2016	—	`conf`	Bimodal Recognition of Cognitive Load Based on Speech and Physiological Changes. MPRSS Dennis Held, Sascha Meudt, Friedhelm Schwenker
2016	—	`conf`	Continuous Multimodal Human Affect Estimation using Echo State Networks. AVEC@ACM Multimedia Mohammadreza Amirian, Markus Kächele, Patrick Thiam, Viktor Kessler, Friedhelm Schwenker
2016	—	`conf`	Emotion Recognition in Speech with Deep Learning Architectures. ANNPR Mehmet Erdal, Markus Kächele, Friedhelm Schwenker
2016	—	`conf`	Fusion Architectures for Multimodal Cognitive Load Recognition. MPRSS Daniel Kindsvater, Sascha Meudt, Friedhelm Schwenker
2016	—	`ch.`	Going Further in Affective Computing: How Emotion Recognition Can Improve Adaptive User Interaction. Toward Robotic Socially Believable Behaving Systems (I) Sascha Meudt, Miriam Schmidt-Wack, Frank Honold, Felix Schüssel, Michael Weber, Friedhelm Schwenker, Günther Palm
2016	—	`conf`	Inferring mental overload based on postural behavior and gestures. ERM4CT@ICMI Heinke Hihn, Sascha Meudt, Friedhelm Schwenker
2016	—	`conf`	Machine Learning Driven Heart Rate Detection with Camera Photoplethysmography in Time Domain. ANNPR Viktor Kessler, Markus Kächele, Sascha Meudt, Friedhelm Schwenker, Günther Palm
2016	J	`jnl`	Methods for Person-Centered Continuous Pain Intensity Assessment From Bio-Physiological Channels. IEEE J. Sel. Top. Signal Process. Markus Kächele, Patrick Thiam, Mohammadreza Amirian, Friedhelm Schwenker, Günther Palm
2016	—	`conf`	On Gestures and Postural Behavior as a Modality in Ensemble Methods. ANNPR Heinke Hihn, Sascha Meudt, Friedhelm Schwenker
2016	J	`jnl`	Revisiting the EmotiW challenge: how wild is it really? J. Multimodal User Interfaces Markus Kächele, Martin Schels, Sascha Meudt, Günther Palm, Friedhelm Schwenker
2016	J	`jnl`	The Influence of Annotation, Corpus Design, and Evaluation on the Outcome of Automatic Classification of Human Emotions. Frontiers ICT Markus Kächele, Martin Schels, Friedhelm Schwenker
2016	—	`conf`	The SenseEmotion Database: A Multimodal Database for the Development and Systematic Validation of an Automatic Pain- and Emotion-Recognition System. MPRSS Maria Velana, Sascha Gruss, Georg Layher, Patrick Thiam, Yan Zhang, Daniel Schork, Viktor Kessler, Sascha Meudt, Heiko Neumann, Jonghwa Kim, Friedhelm Schwenker, Elisabeth André, Harald C. Traue, Steffen Walter
2016	—	`conf`	Using Radial Basis Function Neural Networks for Continuous and Discrete Pain Estimation from Bio-physiological Signals. ANNPR Mohammadreza Amirian, Markus Kächele, Friedhelm Schwenker
2015	—	`conf`	ATLAS - Machine learning based annnotation of multimodal data recorded in human-computer interaction scenarios. ISCT Sascha Meudt, Friedhelm Schwenker
2015	—	`conf`	Bio-Visual Fusion for Person-Independent Recognition of Pain Intensity. MCS Markus Kächele, Philipp Werner, Ayoub Al-Hamadi, Günther Palm, Steffen Walter, Friedhelm Schwenker
2015	—	`conf`	Data fusion for automated pain recognition. PervasiveHealth Steffen Walter, Sascha Gruss, Harald C. Traue, Philipp Werner, Ayoub Al-Hamadi, Markus Kächele, Friedhelm Schwenker, Adriano de Oliveira Andrade, Gustavo Moreira
2015	J	`jnl`	Emotion recognition from speech signals via a probabilistic echo-state network. Pattern Recognit. Lett. Edmondo Trentin, Stefan Scherer, Friedhelm Schwenker
2015	—	`conf`	Ensemble Methods for Continuous Affect Recognition: Multi-modality, Temporality, and Challenges. AVEC@ACM Multimedia Markus Kächele, Patrick Thiam, Günther Palm, Friedhelm Schwenker, Martin Schels
2015	—	`conf`	Ensembles of Support Vector Data Description for Active Learning Based Annotation of Affective Corpora. SSCI Patrick Thiam, Markus Kächele, Friedhelm Schwenker, Guenther Palm
2015	—	`conf`	Fusion Mappings for Multimodal Affect Recognition. SSCI Markus Kächele, Martin Schels, Patrick Thiam, Friedhelm Schwenker
2015	J	`jnl`	Fusion paradigms in cognitive technical systems for human-computer interaction. Neurocomputing Michael Glodek, Frank Honold, Thomas Geier, Gerald Krell, Florian Nothdurft, Stephan Reuter, Felix Schüssel, Thilo Hörnle, Klaus Dietmayer, Wolfgang Minker, Susanne Biundo, Michael Weber, Günther Palm, Friedhelm Schwenker
2015	C	`conf`	Multimodal Data Fusion for Person-Independent, Continuous Estimation of Pain Intensity. EANN Markus Kächele, Patrick Thiam, Mohammadreza Amirian, Philipp Werner, Steffen Walter, Friedhelm Schwenker, Günther Palm
2015	—	`ed.`	Multimodal Pattern Recognition of Social Signals in Human-Computer-Interaction - Third IAPR TC3 Workshop, MPRSS 2014, Stockholm, Sweden, August 24, 2014, Revised Selected Papers MPRSS Friedhelm Schwenker, Stefan Scherer, Louis-Philippe Morency
2015	—	`ed.`	Multiple Classifier Systems - 12th International Workshop, MCS 2015, Günzburg, Germany, June 29 - July 1, 2015, Proceedings MCS Friedhelm Schwenker, Fabio Roli, Josef Kittler
2015	J	`jnl`	Neural Network Ensembles in Reinforcement Learning. Neural Process. Lett. Stefan Faußer, Friedhelm Schwenker
2015	—	`conf`	On the effects of continuous annotation tools and the human factor on the annotation outcome. ISCT Viktor Kessler, Martin Schels, Markus Kächele, Guenther Palm, Friedhelm Schwenker
2015	—	`conf`	Paradigms for the Construction and Annotation of Emotional Corpora for Real-world Human-Computer-Interaction. ICPRAM (1) Markus Kächele, Stefanie Rukavina, Günther Palm, Friedhelm Schwenker, Martin Schels
2015	J	`jnl`	Preface of pattern recognition in human computer interaction. Pattern Recognit. Lett. Friedhelm Schwenker, Stefan Scherer, Louis-Philippe Morency
2015	B	`conf`	SMO Lattices for the Parallel Training of Support Vector Machines. ESANN Markus Kächele, Günther Palm, Friedhelm Schwenker
2015	J	`jnl`	Selective neural network ensembles in reinforcement learning: Taking the advantage of many agents. Neurocomputing Stefan Faußer, Friedhelm Schwenker
2014	—	`conf`	A New Multi-class Fuzzy Support Vector Machine Algorithm. ANNPR Friedhelm Schwenker, Markus Frey, Michael Glodek, Markus Kächele, Sascha Meudt, Martin Schels, Miriam Schmidt
2014	—	`conf`	A Reinforcement Learning Algorithm to Train a Tetris Playing Agent. ANNPR Patrick Thiam, Viktor Kessler, Friedhelm Schwenker
2014	—	`conf`	Active Multi-Instance Multi-Label Learning. ECDA Robert Retz, Friedhelm Schwenker
2014	—	`ed.`	Artificial Neural Networks in Pattern Recognition - 6th IAPR TC 3 International Workshop, ANNPR 2014, Montreal, QC, Canada, October 6-8, 2014. Proceedings ANNPR Neamat El Gayar, Friedhelm Schwenker, Cheng Suen
2014	—	`conf`	Audio-Visual User Identification in HCI Scenarios. MPRSS Markus Kächele, Sascha Meudt, Andrej Schwarz, Friedhelm Schwenker
2014	B	`conf`	Cascaded Fusion of Dynamic, Spatial, and Textural Feature Sets for Person-Independent Facial Emotion Recognition. ICPR Markus Kächele, Friedhelm Schwenker
2014	J	`jnl`	Combination of sequential class distributions from multiple channels using Markov fusion networks. J. Multimodal User Interfaces Michael Glodek, Martin Schels, Friedhelm Schwenker, Günther Palm
2014	—	`conf`	Detection of Emotional Events utilizing Support Vector Methods in an Active Learning HCI Scenario. ERM4HCI@ICMI Patrick Thiam, Sascha Meudt, Markus Kächele, Günther Palm, Friedhelm Schwenker
2014	B	`conf`	Enhanced Autocorrelation in Real World Emotion Recognition. ICMI Sascha Meudt, Friedhelm Schwenker
2014	C	`conf`	Fusion of Audio-visual Features using Hierarchical Classifier Systems for the Recognition of Affective States and the State of Depression. ICPRAM Markus Kächele, Michael Glodek, Dimitri Zharkov, Sascha Meudt, Friedhelm Schwenker
2014	—	`conf`	Inferring Depression and Affect from Application Dependent Meta Knowledge. AVEC@MM Markus Kächele, Martin Schels, Friedhelm Schwenker
2014	—	`conf`	Majority-Class Aware Support Vector Domain Oversampling for Imbalanced Classification Problems. ANNPR Markus Kächele, Patrick Thiam, Günther Palm, Friedhelm Schwenker
2014	—	`conf`	Monte Carlo Based Importance Estimation of Localized Feature Descriptors for the Recognition of Facial Expressions. MPRSS Markus Kächele, Günther Palm, Friedhelm Schwenker
2014	—	`conf`	On Annotation and Evaluation of Multi-modal Corpora in Affective Human-Computer Interaction. MA3HMI@INTERSPEECH Markus Kächele, Martin Schels, Sascha Meudt, Viktor Kessler, Michael Glodek, Patrick Thiam, Stephan Tschechne, Günther Palm, Friedhelm Schwenker
2014	J	`jnl`	Partially supervised learning for pattern recognition. Pattern Recognit. Lett. Friedhelm Schwenker, Edmondo Trentin
2014	J	`jnl`	Pattern classification and clustering: A review of partially supervised learning approaches. Pattern Recognit. Lett. Friedhelm Schwenker, Edmondo Trentin
2014	B	`conf`	Prosodic, Spectral and Voice Quality Feature Selection Using a Long-Term Stopping Criterion for Audio-Based Emotion Recognition. ICPR Markus Kächele, Dimitri Zharkov, Sascha Meudt, Friedhelm Schwenker
2014	B	`conf`	Selective Neural Network Ensembles in Reinforcement Learning. ESANN Stefan Faußer, Friedhelm Schwenker
2014	J	`jnl`	Semi-supervised clustering of large data sets with kernel methods. Pattern Recognit. Lett. Stefan Faußer, Friedhelm Schwenker
2014	J	`jnl`	Spectral graph features for the classification of graphs and graph sequences. Comput. Stat. Miriam Schmidt, Günther Palm, Friedhelm Schwenker
2014	J	`jnl`	Using unlabeled data to improve classification of emotional states in human computer interaction. J. Multimodal User Interfaces Martin Schels, Markus Kächele, Michael Glodek, David Hrabal, Steffen Walter, Friedhelm Schwenker
2014	—	`conf`	uulmMAD - A Human Action Recognition Dataset for Ground-Truth Evaluation and Investigation of View Invariances. MPRSS Michael Glodek, Georg Layher, Felix Heilemann, Florian Gawrilowicz, Günther Palm, Friedhelm Schwenker, Heiko Neumann
2013	C	`conf`	Attention-Gated Reinforcement Learning in Neural Networks - A Unified View. ICANN Tobias Brosch, Friedhelm Schwenker, Heiko Neumann
2013	J	`jnl`	Ensemble Gaussian mixture models for probability density estimation. Comput. Stat. Michael Glodek, Martin Schels, Friedhelm Schwenker
2013	J	`jnl`	Ensemble Methods: Foundations and Algorithms [Book Review]. IEEE Comput. Intell. Mag. Friedhelm Schwenker
2013	B	`conf`	Hidden Markov models with graph densities for action recognition. IJCNN Michael Glodek, Edmondo Trentin, Friedhelm Schwenker, Günther Palm
2013	J	`jnl`	Investigating fuzzy-input fuzzy-output support vector machines for robust voice quality classification. Comput. Speech Lang. Stefan Scherer, John Kane, Christer Gobl, Friedhelm Schwenker
2013	—	`conf`	Kalman Filter Based Classifier Fusion for Affective State Recognition. MCS Michael Glodek, Stephan Reuter, Martin Schels, Klaus Dietmayer, Friedhelm Schwenker
2013	—	`conf`	Meta-Learning of Exploration and Exploitation Parameters with Replacing Eligibility Traces. PSL Michel Tokic, Friedhelm Schwenker, Günther Palm
2013	B	`conf`	Multi classifier systems and forward backward feature selection algorithms to classify emotional coloured speech. ICMI Sascha Meudt, Dimitri Zharkov, Markus Kächele, Friedhelm Schwenker
2013	—	`conf`	Multi-view video based tracking and audio-visual identification of persons in a human-computer-interaction scenario. CYBCONF Sascha Meudt, Michael Glodek, Martin Schels, Friedhelm Schwenker
2013	—	`ed.`	Multimodal Pattern Recognition of Social Signals in Human-Computer-Interaction - First IAPR TC3 Workshop, MPRSS 2012, Tsukuba, Japan, November 11, 2012, Revised Selected Papers MPRSS Friedhelm Schwenker, Stefan Scherer, Louis-Philippe Morency
2013	J	`jnl`	On the discovery of events in EEG data utilizing information fusion. Comput. Stat. Martin Schels, Stefan Scherer, Michael Glodek, Hans A. Kestler, Günther Palm, Friedhelm Schwenker
2013	—	`ed.`	Partially Supervised Learning - Second IAPR International Workshop, PSL 2013, Nanjing, China, May 13-14, 2013 Revised Selected Papers PSL Zhi-Hua Zhou, Friedhelm Schwenker
2013	B	`conf`	Recognizing User Preferences Based on Layered Activity Recognition and First-Order Logic. ICTAI Michael Glodek, Thomas Geier, Susanne Biundo, Friedhelm Schwenker, Günther Palm
2013	—	`conf`	Semi-Supervised Dictionary Learning of Sparse Representations for Emotion Recognition. PSL Markus Kächele, Friedhelm Schwenker
2013	—	`ch.`	Semi-supervised Learning. Handbook on Neural Information Processing Mohamed Farouk Abdel Hady, Friedhelm Schwenker
2013	—	`conf`	Using speaker group dependent modelling to improve fusion of fragmentary classifier decisions. CYBCONF Ingo Siegert, Michael Glodek, Axel Panning, Gerald Krell, Friedhelm Schwenker, Ayoub Al-Hamadi, Andreas Wendemuth
2012	J	`jnl`	A generic framework for the inference of user states in human computer interaction. J. Multimodal User Interfaces Stefan Scherer, Michael Glodek, Georg Layher, Martin Schels, Miriam Schmidt, Tobias Brosch, Stephan Tschechne, Friedhelm Schwenker, Heiko Neumann, Günther Palm
2012	—	`ed.`	Artificial Neural Networks in Pattern Recognition - 5th INNS IAPR TC 3 GIRPR Workshop, ANNPR 2012, Trento, Italy, September 17-19, 2012. Proceedings ANNPR Nadia Mana, Friedhelm Schwenker, Edmondo Trentin
2012	—	`conf`	Atlas - Annotation tool using partially supervised learning and multi-view co-learning in human-computer-interaction scenarios. ISSPA Sascha Meudt, Lutz Bigalke, Friedhelm Schwenker
2012	—	`conf`	Automatic emotion classification vs. human perception: Comparing machine performance to the human benchmark. ISSPA José Esparza, Stefan Scherer, André Brechmann, Friedhelm Schwenker
2012	B	`conf`	Clustering large datasets with kernel methods. ICPR Stefan Faußer, Friedhelm Schwenker
2012	—	`conf`	Detecting Actions by Integrating Sequential Symbolic and Sub-symbolic Information in Human Activity Recognition. MLDM Michael Glodek, Friedhelm Schwenker, Günther Palm
2012	—	`conf`	Fusion of Fragmentary Classifier Decisions for Affective State Recognition. MPRSS Gerald Krell, Michael Glodek, Axel Panning, Ingo Siegert, Bernd Michaelis, Andreas Wendemuth, Friedhelm Schwenker
2012	B	`conf`	Multi-modal Fusion based on classifiers using reject options and Markov Fusion Networks. ICPR Michael Glodek, Martin Schels, Günther Palm, Friedhelm Schwenker
2012	B	`conf`	Multiple classifier combination using reject options and markov fusion networks. ICMI Michael Glodek, Martin Schels, Günther Palm, Friedhelm Schwenker
2012	—	`conf`	On Graph-Associated Matrices and Their Eigenvalues for Optical Character Recognition. ANNPR Miriam Schmidt, Günther Palm, Friedhelm Schwenker
2012	—	`conf`	On Instance Selection in Audio Based Emotion Recognition. ANNPR Sascha Meudt, Friedhelm Schwenker
2012	—	`ed.`	Partially Supervised Learning - First IAPR TC3 Workshop, PSL 2011, Ulm, Germany, September 15-16, 2011, Revised Selected Papers PSL Friedhelm Schwenker, Edmondo Trentin
2012	—	`conf`	Recognizing Human Activities Using a Layered Markov Architecture. ICANN (1) Michael Glodek, Georg Layher, Friedhelm Schwenker, Günther Palm
2012	—	`conf`	Revisiting AVEC 2011 - An Information Fusion Architecture. WIRN Martin Schels, Michael Glodek, Friedhelm Schwenker, Günther Palm
2012	J	`jnl`	Spotting laughter in natural multiparty conversations: A comparison of automatic online and offline approaches using audiovisual data. ACM Trans. Interact. Intell. Syst. Stefan Scherer, Michael Glodek, Friedhelm Schwenker, Nick Campbell, Günther Palm
2012	—	`conf`	The Effect of Fuzzy Training Targets on Voice Quality Classification. MPRSS Stefan Scherer, John Kane, Christer Gobl, Friedhelm Schwenker
2011	B	`conf`	A Multi-objective Genetic Algorithm for Pruning Support Vector Machines. ICTAI Mohamed Farouk Abdel Hady, Wesam Herbawi, Michael Weber, Friedhelm Schwenker
2011	—	`conf`	Classification of Emotional States in a Woz Scenario Exploiting Labeled and Unlabeled Bio-physiological Data. PSL Martin Schels, Markus Kächele, David Hrabal, Steffen Walter, Harald C. Traue, Friedhelm Schwenker
2011	—	`conf`	Classification of Graph Sequences Utilizing the Eigenvalues of the Distance Matrices and Hidden Markov Models. GbRPR Miriam Schmidt, Friedhelm Schwenker
2011	A	`conf`	Conditioned Hidden Markov Model Fusion for Multimodal Classification. INTERSPEECH Michael Glodek, Stefan Scherer, Friedhelm Schwenker
2011	—	`conf`	Ensemble Methods for Reinforcement Learning with Function Approximation. MCS Stefan Faußer, Friedhelm Schwenker
2011	—	`conf`	Incorporating uncertainty in a layered HMM architecture for human activity recognition. J-HGBU@MM Michael Glodek, Lutz Bigalke, Martin Schels, Friedhelm Schwenker
2011	—	`conf`	Multimodal Emotion Classification in Naturalistic User Behavior. HCI (3) Steffen Walter, Stefan Scherer, Martin Schels, Michael Glodek, David Hrabal, Miriam Schmidt, Ronald Böck, Kerstin Limbrecht, Harald C. Traue, Friedhelm Schwenker
2011	—	`conf`	Multiple Classifier Systems for the Classification of Audio-Visual Emotional States. ACII (2) Michael Glodek, Stephan Tschechne, Georg Layher, Martin Schels, Tobias Brosch, Stefan Scherer, Markus Kächele, Miriam Schmidt, Heiko Neumann, Günther Palm, Friedhelm Schwenker
2011	—	`conf`	Semi-Supervised Kernel Clustering with Sample-to-Cluster Weights. PSL Stefan Faußer, Friedhelm Schwenker
2011	—	`conf`	Studying Self- and Active-Training Methods for Multi-feature Set Emotion Recognition. PSL José Esparza, Stefan Scherer, Friedhelm Schwenker
2011	B	`conf`	Training of multiple classifier systems utilizing partially labeled sequential data sets. ESANN Martin Schels, Patrick Schillinger, Friedhelm Schwenker
2010	—	`conf`	A Hidden Markov Model Based Approach for Facial Expression Recognition in Image Sequences. ANNPR Miriam Schmidt, Martin Schels, Friedhelm Schwenker
2010	B	`conf`	A Multiple Classifier System Approach for Facial Expressions in Image Sequences Utilizing GMM Supervectors. ICPR Martin Schels, Friedhelm Schwenker
2010	B	`conf`	An Open Source Process Engine Framework for Realtime Pattern Recognition and Information Fusion Tasks. LREC Volker Fritzsch, Stefan Scherer, Friedhelm Schwenker
2010	—	`ed.`	Artificial Neural Networks in Pattern Recognition, 4th IAPR TC3 Workshop, ANNPR 2010, Cairo, Egypt, April 11-13, 2010. Proceedings ANNPR Friedhelm Schwenker, Neamat El Gayar
2010	J	`jnl`	Combining Committee-Based Semi-Supervised Learning and Active Learning. J. Comput. Sci. Technol. Mohamed Farouk Abdel Hady, Friedhelm Schwenker
2010	—	`conf`	Combining Committee-Based Semi-supervised and Active Learning and Its Application to Handwritten Digits Recognition. MCS Mohamed Farouk Abdel Hady, Friedhelm Schwenker
2010	—	`conf`	Fuzzification of Agglomerative Hierarchical Crisp Clustering Algorithms. GfKl Mathias Bank, Friedhelm Schwenker
2010	B	`conf`	Learning a Strategy with Neural Approximated Temporal-Difference Methods in English Draughts. ICPR Stefan Faußer, Friedhelm Schwenker
2010	—	`conf`	Maximum Echo-State-Likelihood Networks for Emotion Recognition. ANNPR Edmondo Trentin, Stefan Scherer, Friedhelm Schwenker
2010	—	`conf`	Multiple Classifier Systems for the Recogonition of Human Emotions. MCS Friedhelm Schwenker, Stefan Scherer, Miriam Schmidt, Martin Schels, Michael Glodek
2010	—	`conf`	Parallelized Kernel Patch Clustering. ANNPR Stefan Faußer, Friedhelm Schwenker
2010	—	`conf`	Semi-supervised Facial Expressions Annotation Using Co-Training with Fast Probabilistic Tri-Class SVMs. ICANN (2) Mohamed Farouk Abdel Hady, Martin Schels, Friedhelm Schwenker, Günther Palm
2010	J	`jnl`	Semi-supervised learning for tree-structured ensembles of RBF networks with Co-Training. Neural Networks Mohamed Farouk Abdel Hady, Friedhelm Schwenker, Günther Palm
2010	—	`conf`	When classifier selection meets information theory: A unifying view. SoCPaR Mohamed Farouk Abdel Hady, Friedhelm Schwenker, Günther Palm
2009	—	`ch.`	Classifier Fusion Applied to Facial Expression Recognition: An Experimental Comparison. Human Centered Robot Systems, Cognition, Interaction, Technology Martin Schels, Christian Thiel, Friedhelm Schwenker, Günther Palm
2009	—	`conf`	Decision Templates Based RBF Network for Tree-Structured Multiple Classifier Fusion. MCS Mohamed Farouk Abdel Hady, Friedhelm Schwenker
2009	B	`conf`	Echo State networks and Neural network Ensembles to predict Sunspots activity. ESANN Friedhelm Schwenker, Amr Labib
2009	—	`ch.`	Multimodal Laughter Detection in Natural Discourses. Human Centered Robot Systems, Cognition, Interaction, Technology Stefan Scherer, Friedhelm Schwenker, Nick Campbell, Günther Palm
2009	B	`conf`	Multimodal real-time conversation analysis using a novel process engine. ACII Stefan Scherer, Volker Fritzsch, Friedhelm Schwenker
2009	—	`conf`	Semi-supervised Learning for Regression with Co-training by Committee. ICANN (1) Mohamed Farouk Abdel Hady, Friedhelm Schwenker, Günther Palm
2009	—	`conf`	The GMM-SVM Supervector Approach for the Recognition of the Emotional Status from Speech. ICANN (1) Friedhelm Schwenker, Stefan Scherer, Yasmine M. Magdi, Günther Palm
2008	—	`ed.`	Artificial Neural Networks in Pattern Recognition, Third IAPR Workshop, ANNPR 2008, Paris, France, July 2-4, 2008, Proceedings ANNPR Lionel Prevost, Simone Marinai, Friedhelm Schwenker
2008	J	`jnl`	Co-Training by Committee: A Generalized Framework for Semi-Supervised Learning with Committees. Int. J. Softw. Informatics Mohamed Farouk Abdel Hady, Friedhelm Schwenker
2008	—	`conf`	Co-training by Committee: A New Semi-supervised Learning Framework. ICDM Workshops Mohamed Farouk Abdel Hady, Friedhelm Schwenker
2008	—	`conf`	Comparison of Neural Classification Algorithms Applied to Land Cover Mapping. WIRN Christian Thiel, Ferdinando Giacco, Friedhelm Schwenker, Günther Palm
2008	B	`conf`	Detecting zebra crossings utilizing AdaBoost. ESANN Ludwig Lausser, Friedhelm Schwenker, Günther Palm
2008	—	`ch.`	Emotion Recognition from Speech Using Multi-Classifier Systems and RBF-Ensembles. Speech, Audio, Image and Biomedical Signal Processing using Neural Networks Stefan Scherer, Friedhelm Schwenker, Günther Palm
2008	B	`conf`	Emotion Recognition from Speech: Stress Experiment. LREC Stefan Scherer, Hansjörg Hofmann, Malte Lampmann, Martin Pfeil, Steffen Rhinow, Friedhelm Schwenker, Günther Palm
2008	—	`conf`	Experiments with Supervised Fuzzy LVQ. ANNPR Christian Thiel, Britta Sonntag, Friedhelm Schwenker
2008	B	`conf`	Learning to play Tetris applying reinforcement learning methods. ESANN Alexander Groß, Jan Friedland, Friedhelm Schwenker
2008	B	`conf`	Multi-View Forests of Tree-Structured Radial Basis Function Networks Based on Dempster-Shafer Evidence Theory. ESANN Mohamed Farouk Abdel Hady, Günther Palm, Friedhelm Schwenker
2008	—	`conf`	Neural Approximation of Monte Carlo Policy Evaluation Deployed in Connect Four. ANNPR Stefan Faußer, Friedhelm Schwenker
2008	—	`conf`	Real-Time Emotion Recognition Using Echo State Networks. PIT Stefan Scherer, Mohamed Oubbati, Friedhelm Schwenker, Günther Palm
2008	—	`conf`	Real-Time Emotion Recognition from Speech Using Echo State Networks. ANNPR Stefan Scherer, Mohamed Oubbati, Friedhelm Schwenker, Günther Palm
2008	—	`conf`	Semi-supervised Learning of Tree-Structured RBF Networks Using Co-training. ICANN (1) Mohamed Farouk Abdel Hady, Friedhelm Schwenker, Günther Palm
2007	—	`conf`	Fuzzy-Input Fuzzy-Output One-Against-All Support Vector Machines. KES (3) Christian Thiel, Stefan Scherer, Friedhelm Schwenker
2006	—	`conf`	A Study of the Robustness of KNN Classifiers Trained Using Soft Labels. ANNPR Neamat El Gayar, Friedhelm Schwenker, Günther Palm
2006	—	`ed.`	Artificial Neural Networks in Pattern Recognition, Second IAPR Workshop, ANNPR 2006, Ulm, Germany, August 31-September 2, 2006, Proceedings ANNPR Friedhelm Schwenker, Simone Marinai
2006	—	`conf`	Hierarchical Neural Networks Utilising Dempster-Shafer Evidence Theory. ANNPR Rebecca Fay, Friedhelm Schwenker, Christian Thiel, Günther Palm
2006	—	`conf`	On the Effects of Constraints in Semi-supervised Hierarchical Clustering. ANNPR Hans A. Kestler, Johann M. Kraus, Günther Palm, Friedhelm Schwenker
2006	—	`conf`	Orientation Histograms for Face Recognition. ANNPR Friedhelm Schwenker, Andreas Sachs, Günther Palm, Hans A. Kestler
2006	B	`conf`	Wizard-of-Oz Data Collection for Perception and Interaction in Multi-User Environments. LREC Petra-Maria Strauß, Holger Hoffmann, Wolfgang Minker, Heiko Neumann, Günther Palm, Stefan Scherer, Friedhelm Schwenker, Harald C. Traue, Welf Walter, Ulrich Weidenbacher
2005	—	`conf`	Comparison of Multiclass SVM Decomposition Schemes for Visual Object Recognition. DAGM-Symposium Laine Kahsay, Friedhelm Schwenker, Günther Palm
2005	C	`conf`	Incremental learning in hierarchical neural networks for object recognition. ICINCO Rebecca Fay, Friedhelm Schwenker, Günther Palm
2005	—	`conf`	Using Dempster-Shafer Theory in MCF Systems to Reject Samples. Multiple Classifier Systems Christian Thiel, Friedhelm Schwenker, Günther Palm
2004	B	`conf`	Classification of Bioacoustic Time Series by Training a Decision Fusion mapping. ESANN Friedhelm Schwenker
2004	J	`jnl`	Classification of bioacoustic time series based on the combination of global and local decisions. Pattern Recognit. Christian Dietrich, Günther Palm, Klaus Riede, Friedhelm Schwenker
2003	J	`jnl`	Decision templates for the classification of bioacoustic time series. Inf. Fusion Christian Dietrich, Günther Palm, Friedhelm Schwenker
2003	—	`conf`	Multiple Classifier Systems for the Recognition of Orthoptera Songs. DAGM-Symposium Christian Dietrich, Friedhelm Schwenker, Günther Palm
2003	J	`jnl`	Radial basis function neural networks and temporal fusion for the classification of bioacoustic time series. Neurocomputing Friedhelm Schwenker, Christian Dietrich, Hans A. Kestler, Klaus Riede, Günther Palm
2002	—	`conf`	Decision templates for the classification of bioacoustic time series. NNSP Christian Dietrich, Friedhelm Schwenker, Günther Palm
2002	C	`conf`	Hierarchical Object Classification for Autonomous Mobile Robots. ICANN Steffen Simon, Friedhelm Schwenker, Hans A. Kestler, Gerhard K. Kraetzschmar, Günther Palm
2001	—	`conf`	3D object recognition for autonomous mobile robots utilizing support vector classifiers. CIRA Friedhelm Schwenker, Hans A. Kestler, Steffen Simon, Günther Palm
2001	—	`conf`	Classification of Time Series Utilizing Temporal and Decision Fusion. Multiple Classifier Systems Christian Dietrich, Friedhelm Schwenker, Günther Palm
2001	C	`conf`	Fusion Architectures for the Classification of Time Series. ICANN Christian Dietrich, Friedhelm Schwenker, Günther Palm
2001	—	`conf`	Solving Multi-class Pattern Recognition Problems with Tree-Structured Support Vector Machines. DAGM-Symposium Friedhelm Schwenker
2001	J	`jnl`	Three learning phases for radial-basis-function networks. Neural Networks Friedhelm Schwenker, Hans A. Kestler, Günther Palm
2001	—	`conf`	Tree-Structured Support Vector Machines for Multi-class Pattern Recognition. Multiple Classifier Systems Friedhelm Schwenker, Günther Palm
2000	—	`ch.`	An Algorithm for Adaptive Clustering and Visualisation of Highdimensional Data Sets. Computational Intelligence in Data Mining Friedhelm Schwenker, Hans A. Kestler, Günther Palm
2000	J	`jnl`	Concurrent Object Identification and Localization for a Mobile Robot. Künstliche Intell. Hans A. Kestler, Stefan Sablatnög, Steffen Simon, Stefan Enderle, Axel Baune, Gerhard K. Kraetzschmar, Friedhelm Schwenker, Günther Palm
2000	B	`conf`	Hierarchical support vector machines for multi-class pattern recognition. KES Friedhelm Schwenker
2000	B	`conf`	Radial-basis-function networks: learning and applications. KES Friedhelm Schwenker, Hans A. Kestler, Günther Palm
1999	—	`conf`	A Hierarchical Neural Object Classifier for Subsymbolic-Symbolic Coupling. DAGM-Symposium Hans A. Kestler, Steffen Simon, Axel Baune, Markus Hagenbuchner, Friedhelm Schwenker, Günther Palm
1999	Misc	`conf`	Object Classification Using Simple, Colour Based Visual Attention and a Hierarchical Neural Network for Neuro-symbolic Integration. KI Hans A. Kestler, Steffen Simon, Axel Baune, Friedhelm Schwenker, Günther Palm
1999	—	`conf`	Object classification with simple visual attention and a hierarchical neural network for subsymbolic-symbolic coupling. CIRA Steffen Simon, Hans A. Kestler, Axel Baune, Friedhelm Schwenker, Günther Palm
1999	—	`conf`	Schritthaltende Objektklassifikation für einen autonomen mobilen Roboter. AMS Axel Baune, Steffen Simon, Hans A. Kestler, Friedhelm Schwenker, Günther Palm
1998	—	`conf`	Ein hierarchischer neuronaler Klassifikator für die Erkennung von Einzelzeichen in mathematischen Formeltexten. DAGM-Symposium Friedhelm Schwenker, Steffen Simon, Günther Palm
1996	J	`jnl`	Iterative retrieval of sparsely coded associative memory patterns. Neural Networks Friedhelm Schwenker, Friedrich T. Sommer, Günther Palm
1995	—	`conf`	Klassifikation hochverstärkter EKG Signale durch RBF-Netzwerke. DAGM-Symposium Friedhelm Schwenker, Hans A. Kestler, M. Höher, Günther Palm
1995	—	`conf`	Methoden zur Clusteranalyse und Visualisierung hochdimensionaler Datenmengen. DAGM-Symposium Friedhelm Schwenker, Günther Palm