Manfred Huber

Orcid: 0009-0007-0294-9147

According to our database1, Manfred Huber authored at least 110 papers between 1994 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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On csauthors.net:

Bibliography

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

Histopathology Slide Indexing and Search: Are We There Yet?
CoRR, 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

Learning Sensor Based Risk Map Augmentation for Risk Aware UAS Operation.
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
An AI-based Approach for Improved Sign Language Recognition using Multiple Videos.
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

2D Fingertip Localization on Depth Videos Using Paired Video-to-Video Translation.
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

Learning the Next Best View for 3D Point Clouds via Topological Features.
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

Gait analysis and visualization in a fall risk assessment system.
Proceedings of the PETRA '20: The 13th PErvasive Technologies Related to Assistive Environments Conference, Corfu, Greece, June 30, 2020

Improving Sign Language Recognition by Combining Hardware and Software Techniques.
Proceedings of the 3rd International Conference on Data Intelligence and Security, 2020

A Human-Computer Interface For Smart Wheelchair Control Using Forearm EMG Signals.
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
Siamese Networks for Weakly Supervised Human Activity Recognition.
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

MDP Autoencoder.
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

Balanced k-Nearest Neighbors.
Proceedings of the Thirty-Second International Florida Artificial Intelligence Research Society Conference, 2019

Show, Infer and Tell: Contextual Inference for Creative Captioning.
Proceedings of the 30th British Machine Vision Conference 2019, 2019

2017
SmartCare: An introduction.
Proceedings of the 2017 IEEE International Conference on Pervasive Computing and Communications Workshops, 2017

Training neural networks with policy gradient.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

2016
Dynamic heuristic planner selection.
Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016

Temporal and agent abstractions in multiagent reinforcement learning.
Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016

Incremental learning of neural network classifiers using reinforcement learning.
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

Semi-Unsupervised Clustering Using Reinforcement Learning.
Proceedings of the Twenty-Ninth International Florida Artificial Intelligence Research Society Conference, 2016

2015
A multimodal adaptive session manager for physical rehabilitation exercising.
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

Using Multi-Agent Options to Reduce Learning Time in Reinforcement Learning.
Proceedings of the Twenty-Eighth International Florida Artificial Intelligence Research Society Conference, 2015

2014
Efficient, Swarm-Based Path Finding in unknown graphs using Reinforcement Learning.
Control. Intell. Syst., 2014

2013
Data Modeling Using Channel-Remapped Generalized Features.
Proceedings of the IEEE International Conference on Systems, 2013

Deep Belief Network for Modeling Hierarchical Reinforcement Learning Policies.
Proceedings of the IEEE International Conference on Systems, 2013

ICA Analysis of Face Color for Health Applications.
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
Inverse reinforcement learning for decentralized non-cooperative multiagent systems.
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

Improving tractability of POMDPs by separation of decision and perceptual processes.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2012

A Game Theoretic Framework for Communication in Fully Observable Multiagent Systems.
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

Social Influence Modeling for Utility Functions in Model Predictive Control.
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

Building Bayesian Network based expert systems from rules.
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

Generalized reinforcement learning with concept-driven abstract actions.
Proceedings of the IEEE International Conference on Systems, 2011

Reinforcement field.
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
Pseudo-Hierarchical Ant-Based Clustering.
Proceedings of the IEEE International Conference on Systems, 2010

Optimizing trajectories of mobile beacons to localize sensor networks.
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

A Temporal Potential Function Approach For Path Planning in Dynamic Environments.
Proceedings of the IEEE International Conference on Systems, 2009

Encoding user motion preferences in harmonic function path planning.
Proceedings of the 2009 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2009

Reactive grasping using optical proximity sensors.
Proceedings of the 2009 IEEE International Conference on Robotics and Automation, 2009

Clustering Similar Actions in Sequential Decision Processes.
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
An approach for behavior discovery using clustering of dynamics.
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
Indoor location tracking using RSSI readings from a single Wi-Fi access point.
Wirel. Networks, 2007

A particle filter approach for multi-target tracking.
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

Complexity and Error Propagation of Localization Using Interferometric Ranging.
Proceedings of IEEE International Conference on Communications, 2007

2006
Particle Filter Based Object Tracking in a Stereo Vision System.
Proceedings of the 2006 IEEE International Conference on Robotics and Automation, 2006

Learning Personalized Query Modifications.
Proceedings of the Nineteenth International Florida Artificial Intelligence Research Society Conference, 2006

2005
Learning Task-Specific Sensing, Control and Memory Policies.
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

Learning Macros with an Enhanced LZ78 Algorithm.
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

Developing Task Specific Sensing Strategies Using Reinforcement Learning.
Proceedings of the Seventeenth International Florida Artificial Intelligence Research Society Conference, 2004

State Space Reduction For Hierarchical Reinforcement Learning.
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

Learning from Reinforcement and Advice Using Composite Reward Functions.
Proceedings of the Sixteenth International Florida Artificial Intelligence Research Society Conference, 2003

Cost-Based Policy Mapping for Imitation.
Proceedings of the Sixteenth International Florida Artificial Intelligence Research Society Conference, 2003

Subgoal Discovery for Hierarchical Reinforcement Learning Using Learned Policies.
Proceedings of the Sixteenth International Florida Artificial Intelligence Research Society Conference, 2003

2002
Robust finger gaits from closed-loop controllers.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, Lausanne, Switzerland, September 30, 2002

2000
A Hybrid Architecture for Hierarchical Reinforcement Learning.
Proceedings of the 2000 IEEE International Conference on Robotics and Automation, 2000

1997
A feedback control structure for on-line learning tasks.
Robotics Auton. Syst., 1997

Pan-European optical networking using wavelength division multiplexing.
IEEE Commun. Mag., 1997

Learning to Coordinate Controllers - Reinforcement Learning on a Control Basis.
Proceedings of the Fifteenth International Joint Conference on Artificial Intelligence, 1997

Prior structure for online learning.
Proceedings of the Proceedings 1997 IEEE International Symposium on Computational Intelligence in Robotics and Automation CIRA'97, 1997

1996
A control basis for multilegged walking.
Proceedings of the 1996 IEEE International Conference on Robotics and Automation, 1996

1995
Distributed Control Representation for Manipulation Tasks.
IEEE Expert, 1995

VHDL-based communication and synchronization synthesis.
Proceedings of the Proceedings EURO-DAC'95, 1995

1994
2-D contact detection and localization using proprioceptive information.
IEEE Trans. Robotics Autom., 1994


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