Manfred Huber
Orcid: 0009-0007-0294-9147
According to our database1,
Manfred Huber
authored at least 112 papers
between 1994 and 2024.
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Bibliography
2024
Fairness for Deep Learning Predictions Using Bias Parity Score Based Loss Function Regularization.
Int. J. Artif. Intell. Tools, May, 2024
Consistency Based Weakly Self-Supervised Learning for Human Activity Recognition with Wearables.
CoRR, 2024
2023
Comparison of the Strengths and Weaknesses of Machine Learning Algorithms and Feature Selection on KEGG Database Microbial Gene Pathway Annotation and Its Effects on Reconstructed Network Topology.
J. Comput. Biol., July, 2023
ExtPerFC: An Efficient 2D and 3D Perception Hardware-Software Framework for Mobile Cobot.
CoRR, 2023
Clinically Relevant Latent Space Embedding of Cancer Histopathology Slides Through Variational Autoencoder based Image Compression.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
Multiplanar Self-Calibration for Mobile Cobot 3D Object Manipulation Using 2D Detectors and Depth Estimation.
IROS, 2023
Learning Policies for Neural Network Architecture Optimization Using Reinforcement Learning.
Proceedings of the Thirty-Sixth International Florida Artificial Intelligence Research Society Conference, 2023
Proceedings of the Thirty-Sixth International Florida Artificial Intelligence Research Society Conference, 2023
Capturing Preferences of New Users in Generative Tasks with Minimal Interactions Collaborative Filtering Using Siamese Networks and Soft Clustering.
Proceedings of the Thirty-Sixth International Florida Artificial Intelligence Research Society Conference, 2023
Recognition of Object Presence and Material Type in a Water Container Using High Frequency Ultrasound.
Proceedings of the Thirty-Sixth International Florida Artificial Intelligence Research Society Conference, 2023
Increasing Fairness in Predictions Using Bias Parity Score Based Loss Function Regularization.
Proceedings of the Thirty-Sixth International Florida Artificial Intelligence Research Society Conference, 2023
PerFC: An Efficient 2D and 3D Perception Software-Hardware Framework for Mobile Cobot.
Proceedings of the Thirty-Sixth International Florida Artificial Intelligence Research Society Conference, 2023
A SSIM Guided cGAN Architecture For Clinically Driven Generative Image Synthesis of Multiplexed Spatial Proteomics Channels.
Proceedings of the IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, 2023
2022
Multim. Tools Appl., 2022
Generalized Reinforcement Learning: Experience Particles, Action Operator, Reinforcement Field, Memory Association, and Decision Concepts.
CoRR, 2022
A SSIM Guided cGAN Architecture For Clinically Driven Generative Image Synthesis of Multiplexed Spatial Proteomics Channels.
CoRR, 2022
Learning Hierarchical Traversability Representations for Efficient Multi-Resolution Path Planning<sup>*</sup>.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2022
Person Identification And Tinetti Score Prediction Using Balance Parameters : A Machine Learning Approach To Determine Fall Risk.
Proceedings of the PETRA '22: The 15th International Conference on PErvasive Technologies Related to Assistive Environments, Corfu, Greece, 29 June 2022, 2022
Proceedings of the Advances in Visual Computing - 17th International Symposium, 2022
2021
A Deep Reinforcement Learning Approach to Learning Tree Edit Policies on Binary Trees.
Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021
Personalized Learning Path Generation in E-Learning Systems using Reinforcement Learning and Generative Adversarial Networks.
Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021
An Automatic Calibration Technique for Force Sensors in a Dynamic Smart Floor Environment.
Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021
Proceedings of the IEEE International Conference on Robotics and Automation, 2021
2020
Weakly Supervised Multi-Task Representation Learning for Human Activity Analysis Using Wearables.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2020
Evolutionary Feature Scaling in K-Nearest Neighbors Based on Label Dispersion Minimization.
Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020
Reducing race-based bias and increasing recidivism prediction accuracy by using past criminal history details.
Proceedings of the PETRA '20: The 13th PErvasive Technologies Related to Assistive Environments Conference, Corfu, Greece, June 30, 2020
Object detection and sensory feedback techniques in building smart cane for the visually impaired: an overview.
Proceedings of the PETRA '20: The 13th PErvasive Technologies Related to Assistive Environments Conference, Corfu, Greece, June 30, 2020
Proceedings of the PETRA '20: The 13th PErvasive Technologies Related to Assistive Environments Conference, Corfu, Greece, June 30, 2020
Proceedings of the 3rd International Conference on Data Intelligence and Security, 2020
Proceedings of the 3rd International Conference on Data Intelligence and Security, 2020
Unsupervised Embedding Learning for Human Activity Recognition Using Wearable Sensor Data.
Proceedings of the Thirty-Third International Florida Artificial Intelligence Research Society Conference, 2020
2019
Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019
A Utility-Based Path Planning for Safe UAS Operations with a Task-Level Decision-Making Capability.
Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019
Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019
Singular race models: addressing bias and accuracy in predicting prisoner recidivism.
Proceedings of the 12th ACM International Conference on PErvasive Technologies Related to Assistive Environments, 2019
Generative NNI Transformation Strategies in Binary Trees Using Reinforcement Learning.
Proceedings of the Thirty-Second International Florida Artificial Intelligence Research Society Conference, 2019
Proceedings of the Thirty-Second International Florida Artificial Intelligence Research Society Conference, 2019
Proceedings of the 30th British Machine Vision Conference 2019, 2019
2017
Proceedings of the 2017 IEEE International Conference on Pervasive Computing and Communications Workshops, 2017
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
2016
Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016
Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016
Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016
PESTO: Data integration for visualization and device control in the SmartCare project.
Proceedings of the 2016 IEEE International Conference on Pervasive Computing and Communication Workshops, 2016
Proceedings of the Twenty-Ninth International Florida Artificial Intelligence Research Society Conference, 2016
2015
Proceedings of the 8th ACM International Conference on PErvasive Technologies Related to Assistive Environments, 2015
A Flexible, Plugin-Based Smarthome Simulation Framework with Application to Navigational Intention Prediction.
Proceedings of the Twenty-Eighth International Florida Artificial Intelligence Research Society Conference, 2015
Proceedings of the Twenty-Eighth International Florida Artificial Intelligence Research Society Conference, 2015
2014
Control. Intell. Syst., 2014
2013
Proceedings of the IEEE International Conference on Systems, 2013
Proceedings of the IEEE International Conference on Systems, 2013
Proceedings of the Twenty-Sixth International Florida Artificial Intelligence Research Society Conference, 2013
Learning Policies in Partially Observable MDPs with Abstract Actions Using Value Iteration.
Proceedings of the Twenty-Sixth International Florida Artificial Intelligence Research Society Conference, 2013
2012
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2012
Symbol generation and feature selection for reinforcement learning agents using affordances and U-Trees.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2012
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2012
Proceedings of the 11th International Conference on Machine Learning and Applications, 2012
A Sampling-Based Approach to Reducing the Complexity of Continuous State Space POMDPs by Decomposition Into Coupled Perceptual and Decision Processes.
Proceedings of the 11th International Conference on Machine Learning and Applications, 2012
Symbol Generation and Grounding for Reinforcement Learning Agents Using Affordances and Dictionary Compression.
Proceedings of the Twenty-Fifth International Florida Artificial Intelligence Research Society Conference, 2012
Proceedings of the Twenty-Fifth International Florida Artificial Intelligence Research Society Conference, 2012
2011
Design and evaluation of haptic effects for use in a computer desktop for the physically disabled.
Univers. Access Inf. Soc., 2011
Proceedings of the IEEE International Conference on Systems, 2011
Autonomous identification, categorization and generalization of policies based on task type.
Proceedings of the IEEE International Conference on Systems, 2011
Proceedings of the IEEE International Conference on Systems, 2011
Proceedings of the IEEE International Conference on Systems, 2011
Use of RSSI and time-of-flight wireless signal characteristics for location tracking.
Proceedings of the PETRA 2011, 2011
2010
Proceedings of the IEEE International Conference on Systems, 2010
Proceedings of the 3rd International Conference on Pervasive Technologies Related to Assistive Environments, 2010
Identification of static and dynamic muscle activation patterns for intuitive human/computer interfaces.
Proceedings of the 3rd International Conference on Pervasive Technologies Related to Assistive Environments, 2010
Pseudo-hierarchical ant-based clustering using a heterogeneous agent hierarchy and automatic boundary formation.
Proceedings of the Genetic and Evolutionary Computation Conference, 2010
2009
Learning to Generalize and Reuse Skills Using Approximate Partial Policy Homomorphisms.
Proceedings of the IEEE International Conference on Systems, 2009
Proceedings of the IEEE International Conference on Systems, 2009
Proceedings of the 2009 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2009
Proceedings of the 2009 IEEE International Conference on Robotics and Automation, 2009
Proceedings of the International Conference on Machine Learning and Applications, 2009
Generalizing and Categorizing Skills in Reinforcement Learning Agents Using Partial Policy Homomorphisms.
Proceedings of the Twenty-Second International Florida Artificial Intelligence Research Society Conference, 2009
2008
Proceedings of the IEEE International Conference on Systems, 2008
Learning task decomposition and exploration shaping for reinforcement learning agents.
Proceedings of the IEEE International Conference on Systems, 2008
Automatic Formation of Abstract State Space Representations for Reinforcement Learning Agents Agents with Hierarchical Skill Sets.
Proceedings of the 2008 International Conference on Security & Management, 2008
2007
Wirel. Networks, 2007
Proceedings of the 2007 IEEE/RSJ International Conference on Intelligent Robots and Systems, October 29, 2007
Effective Control Knowledge Transfer through Learning Skill and Representation Hierarchies.
Proceedings of the IJCAI 2007, 2007
Proceedings of IEEE International Conference on Communications, 2007
2006
Proceedings of the 2006 IEEE International Conference on Robotics and Automation, 2006
Proceedings of the Nineteenth International Florida Artificial Intelligence Research Society Conference, 2006
2005
Int. J. Artif. Intell. Tools, 2005
CONNECT: a personal remote messaging and monitoring system to aid people with disabilities.
IEEE Commun. Mag., 2005
Research to classroom: experiences from a multi-institutional course in smart home technologies.
Proceedings of the 36th SIGCSE Technical Symposium on Computer Science Education, 2005
A Bayesian Sampling Approach to In-Door Localization of Wireless Devices Using Received Signal Strength Indication.
Proceedings of the 3rd IEEE International Conference on Pervasive Computing and Communications (PerCom 2005), 2005
Reinforcement Learning Acceleration through Autonomous Subgoal Discovery.
Proceedings of The 2005 International Conference on Machine Learning, 2005
Proceedings of the Eighteenth International Florida Artificial Intelligence Research Society Conference, 2005
Action Dependent State Space Abstraction for Hierarchical Learning Systems.
Proceedings of the IASTED International Conference on Artificial Intelligence and Applications, 2005
Autonomous Subgoal Discovery and Hierarchical Abstraction for Reinforcement Learning Using Monte Carlo Method.
Proceedings of the Proceedings, 2005
2004
Enhancing computer science education with a wireless intelligent simulation environment.
J. Comput. High. Educ., 2004
Monte Carlo sampling based in-home location tracking with minimal RF infrastructure requirements.
Proceedings of the Global Telecommunications Conference, 2004. GLOBECOM '04, Dallas, Texas, USA, 29 November, 2004
Proceedings of the Seventeenth International Florida Artificial Intelligence Research Society Conference, 2004
Proceedings of the Seventeenth International Florida Artificial Intelligence Research Society Conference, 2004
2003
User-guided reinforcement learning of robot assistive tasks for an intelligent environment.
Proceedings of the 2003 IEEE/RSJ International Conference on Intelligent Robots and Systems, Las Vegas, Nevada, USA, October 27, 2003
Proceedings of the Sixteenth International Florida Artificial Intelligence Research Society Conference, 2003
Proceedings of the Sixteenth International Florida Artificial Intelligence Research Society Conference, 2003
Proceedings of the Sixteenth International Florida Artificial Intelligence Research Society Conference, 2003
2002
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, Lausanne, Switzerland, September 30, 2002
2000
Proceedings of the 2000 IEEE International Conference on Robotics and Automation, 2000
1997
IEEE Commun. Mag., 1997
Proceedings of the Fifteenth International Joint Conference on Artificial Intelligence, 1997
Proceedings of the Proceedings 1997 IEEE International Symposium on Computational Intelligence in Robotics and Automation CIRA'97, 1997
1996
Proceedings of the 1996 IEEE International Conference on Robotics and Automation, 1996
1995
Proceedings of the Proceedings EURO-DAC'95, 1995
1994
IEEE Trans. Robotics Autom., 1994