Manfred Huber

ORCID

Publication Activity (10 Years)

Years Active: 1993-2023
Publications (10 Years): 50

Top Venues

Publications

Taoran Sheng, Manfred Huber
Weakly Supervised Multi-Task Representation Learning for Human Activity Analysis Using Wearables. CoRR (2023)
Mohammad Sadegh Nasr, Amir Hajighasemi, Paul Koomey, Parisa Boodaghi Malidarreh, Michael Robben, Jillur Rahman Saurav, Helen H. Shang, Manfred Huber, Jacob M. Luber
Clinically Relevant Latent Space Embedding of Cancer Histopathology Slides through Variational Autoencoder Based Image Compression. CoRR (2023)
Taoran Sheng, Manfred Huber
Siamese Networks for Weakly Supervised Human Activity Recognition. CoRR (2023)
Tuan Dang, Khang Nguyen, Manfred Huber
Multiplanar Self-Calibration for Mobile Cobot 3D Object Manipulation Using 2D Detectors and Depth Estimation. IROS (2023)
Bhanu Jain, Manfred Huber, Ramez Elmasri
Increasing Fairness in Predictions Using Bias Parity Score Based Loss Function Regularization. FLAIRS (2023)
Helen H. Shang, Mohammad Sadegh Nasr, Jai Prakash Veerla, Parisa Boodaghi Malidarreh, Jillur Rahman Saurav, Amir Hajighasemi, Manfred Huber, Chace Moleta, Jitin Makker, Jacob M. Luber
Histopathology Slide Indexing and Search: Are We There Yet? CoRR (2023)
Tuan Dang, Khang Nguyen, Manfred Huber
ExtPerFC: An Efficient 2D and 3D Perception Hardware-Software Framework for Mobile Cobot. CoRR (2023)
Tuan Dang, Khang Nguyen, Manfred Huber
PerFC: An Efficient 2D and 3D Perception Software-Hardware Framework for Mobile Cobot. FLAIRS (2023)
Subharag Sarkar, Manfred Huber
Capturing Preferences of New Users in Generative Tasks with Minimal Interactions Collaborative Filtering Using Siamese Networks and Soft Clustering. FLAIRS (2023)
Mehul Vishal Sadh, Manfred Huber
Recognition of Object Presence and Material Type in a Water Container Using High Frequency Ultrasound. FLAIRS (2023)
Michael Robben, Mohammad Sadegh Nasr, Avishek Das, Jai Prakash Veerla, Manfred Huber, Justyn Jaworski, Jon Weidanz, Jacob M. Luber
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. 30 (7) (2023)
Mohammad Sadegh Nasr, Amir Hajighasemi, Paul Koomey, Parisa Boodaghi Malidarreh, Michael Robben, Jillur Rahman Saurav, Helen H. Shang, Manfred Huber, Jacob M. Luber
Clinically Relevant Latent Space Embedding of Cancer Histopathology Slides Through Variational Autoencoder based Image Compression. ISBI (2023)
Jillur Rahman Saurav, Mohammad Sadegh Nasr, Helen H. Shang, Paul Koomey, Michael Robben, Manfred Huber, Jon Weidanz, Bríd Ryan, Eytan Ruppin, Peng Jiang, Jacob M. Luber
A SSIM Guided cGAN Architecture For Clinically Driven Generative Image Synthesis of Multiplexed Spatial Proteomics Channels. CIBCB (2023)
Taoran Sheng, Manfred Huber
Unsupervised Embedding Learning for Human Activity Recognition Using Wearable Sensor Data. CoRR (2023)
Raghav Vadhera, Manfred Huber
Learning Policies for Neural Network Architecture Optimization Using Reinforcement Learning. FLAIRS (2023)
Bhaskar Trivedi, Manfred Huber
Learning Sensor Based Risk Map Augmentation for Risk Aware UAS Operation. FLAIRS (2023)
Cameron Dignan, Eliud Perez, Ishfaq Ahmad, Manfred Huber, Addison Clark
An AI-based Approach for Improved Sign Language Recognition using Multiple Videos. Multim. Tools Appl. 81 (24) (2022)
Jillur Rahman Saurav, Mohammad Sadegh Nasr, Paul Koomey, Michael Robben, Manfred Huber, Jon Weidanz, Bríd Ryan, Eytan Ruppin, Peng Jiang, Jacob M. Luber
A SSIM Guided cGAN Architecture For Clinically Driven Generative Image Synthesis of Multiplexed Spatial Proteomics Channels. CoRR (2022)
Reza Etemadi Idgahi, Manfred Huber
. SMC (2022)
Farnaz Farahanipad, Mohammad Sadegh Nasr, Mohammad Rezaei, Farhad Kamangar, Vassilis Athitsos, Manfred Huber
2D Fingertip Localization on Depth Videos Using Paired Video-to-Video Translation. ISVC (2) (2022)
Varsha Rani Chawan, Manfred Huber, Nicholas Brent Burns, Kathryn Daniel
Person Identification And Tinetti Score Prediction Using Balance Parameters : A Machine Learning Approach To Determine Fall Risk. PETRA (2022)
Po-Hsiang Chiu, Manfred Huber
Generalized Reinforcement Learning: Experience Particles, Action Operator, Reinforcement Field, Memory Association, and Decision Concepts. CoRR (2022)
Christopher Collander, William J. Beksi, Manfred Huber
Learning the Next Best View for 3D Point Clouds via Topological Features. CoRR (2021)
Nicholas Brent Burns, Kathryn Daniel, Manfred Huber, Gergely V. Záruba
An Automatic Calibration Technique for Force Sensors in a Dynamic Smart Floor Environment. SMC (2021)
Subharag Sarkar, Manfred Huber
Personalized Learning Path Generation in E-Learning Systems using Reinforcement Learning and Generative Adversarial Networks. SMC (2021)
Christopher Collander, William J. Beksi, Manfred Huber
Learning the Next Best View for 3D Point Clouds via Topological Features. ICRA (2021)
Shirin Shirvani, Manfred Huber
A Deep Reinforcement Learning Approach to Learning Tree Edit Policies on Binary Trees. SMC (2021)
Bhanu Jain, Manfred Huber, Ramez Elmasri
Increasing Fairness in Predictions Using Bias Parity Score Based Loss Function Regularization. CoRR (2021)
Taoran Sheng, Manfred Huber
Weakly Supervised Multi-Task Representation Learning for Human Activity Analysis Using Wearables. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 4 (2) (2020)
Suryoday Basak, Manfred Huber
Evolutionary Feature Scaling in K-Nearest Neighbors Based on Label Dispersion Minimization. SMC (2020)
Taoran Sheng, Manfred Huber
Unsupervised Embedding Learning for Human Activity Recognition Using Wearable Sensor Data. FLAIRS Conference (2020)
Bhanu Jain, Manfred Huber, Ramez A. Elmasri, Leonidas Fegaras
Reducing race-based bias and increasing recidivism prediction accuracy by using past criminal history details. PETRA (2020)
Cameron Dignan, Eliud Perez, Ishfaq Ahmad, Manfred Huber, Addison Clark
Improving Sign Language Recognition by Combining Hardware and Software Techniques. ICDIS (2020)
Summer Asad, Brittany Mooney, Ishfaq Ahmad, Manfred Huber, Addison Clark
Object detection and sensory feedback techniques in building smart cane for the visually impaired: an overview. PETRA (2020)
Zainab Alibhai, Taylor Burreson, Matthew Stiller, Ishfaq Ahmad, Manfred Huber, Addison Clark
A Human-Computer Interface For Smart Wheelchair Control Using Forearm EMG Signals. ICDIS (2020)
Tanner Amundsen, Matthew Rossman, Ishfaq Ahmad, Manfred Huber, Addison Clark
Gait analysis and visualization in a fall risk assessment system. PETRA (2020)
Uluhan C. Kaya, Atilla Dogan, Manfred Huber
A Utility-Based Path Planning for Safe UAS Operations with a Task-Level Decision-Making Capability. SMC (2019)
Taoran Sheng, Manfred Huber
Siamese Networks for Weakly Supervised Human Activity Recognition. SMC (2019)
Bhanu Jain, Manfred Huber, Leonidas Fegaras, Ramez A. Elmasri
Singular race models: addressing bias and accuracy in predicting prisoner recidivism. PETRA (2019)
Shirin Shirvani, Manfred Huber
Generative NNI Transformation Strategies in Binary Trees Using Reinforcement Learning. FLAIRS Conference (2019)
Sourabh Bose, Manfred Huber
MDP Autoencoder. SMC (2019)
Brian Cook, Manfred Huber
Balanced k-Nearest Neighbors. FLAIRS Conference (2019)
Ankit Khare, Manfred Huber
Show, Infer and Tell: Contextual Inference for Creative Captioning. BMVC (2019)
Sourabh Bose, Manfred Huber
Training neural networks with policy gradient. IJCNN (2017)
Manfred Huber, Gergely V. Záruba, Nicholas Brent Burns, Kathryn Daniel
SmartCare: An introduction. PerCom Workshops (2017)
Danielle M. Clement, Manfred Huber
Temporal and agent abstractions in multiagent reinforcement learning. SMC (2016)
Sourabh Bose, Manfred Huber
Incremental learning of neural network classifiers using reinforcement learning. SMC (2016)
Brian Cook, Manfred Huber
Dynamic heuristic planner selection. SMC (2016)
Sourabh Bose, Manfred Huber
Semi-Unsupervised Clustering Using Reinforcement Learning. FLAIRS Conference (2016)
Nicholas Brent Burns, Peter Sassaman, Kathryn Daniel, Manfred Huber, Gergely V. Záruba
PESTO: Data integration for visualization and device control in the SmartCare project. PerCom Workshops (2016)
Danielle M. Clement, Manfred Huber
Using Multi-Agent Options to Reduce Learning Time in Reinforcement Learning. FLAIRS Conference (2015)
John H. C. Staton, Manfred Huber
A Flexible, Plugin-Based Smarthome Simulation Framework with Application to Navigational Intention Prediction. FLAIRS Conference (2015)
Konstantinos Tsiakas, Manfred Huber, Fillia Makedon
A multimodal adaptive session manager for physical rehabilitation exercising. PETRA (2015)
Muhammad Aurangzeb, Frank L. Lewis, Manfred Huber
Efficient, Swarm-Based Path Finding in unknown graphs using Reinforcement Learning. Control. Intell. Syst. 42 (3) (2014)
Muhammad Aurangzeb, Frank L. Lewis, Manfred Huber
Efficient, swarm-based path finding in unknown graphs using reinforcement learning. ICCA (2013)
Roger Su, Timothy Michael Dockins, Manfred Huber
ICA Analysis of Face Color for Health Applications. FLAIRS Conference (2013)
Predrag Djurdjevic, Manfred Huber
Deep Belief Network for Modeling Hierarchical Reinforcement Learning Policies. SMC (2013)
Houtan Rahmanian, Manfred Huber
Data Modeling Using Channel-Remapped Generalized Features. SMC (2013)
Hamed Janzadeh, Manfred Huber
Learning Policies in Partially Observable MDPs with Abstract Actions Using Value Iteration. FLAIRS Conference (2013)
Marcus Carlos Oladell, Manfred Huber
Symbol Generation and Grounding for Reinforcement Learning Agents Using Affordances and Dictionary Compression. FLAIRS Conference (2012)
Marcus Carlos Oladell, Manfred Huber
Symbol generation and feature selection for reinforcement learning agents using affordances and U-Trees. SMC (2012)
Rasool Fakoor, Manfred Huber
A Sampling-Based Approach to Reducing the Complexity of Continuous State Space POMDPs by Decomposition Into Coupled Perceptual and Decision Processes. ICMLA (1) (2012)
Tummalapalli Sudhamsh Reddy, Gergely V. Záruba, Manfred Huber
A Game Theoretic Framework for Communication in Fully Observable Multiagent Systems. ICMLA (1) (2012)
Rasool Fakoor, Manfred Huber
Improving tractability of POMDPs by separation of decision and perceptual processes. SMC (2012)
Timothy Michael Dockins, Manfred Huber
Social Influence Modeling for Utility Functions in Model Predictive Control. FLAIRS Conference (2012)
Tummalapalli Sudhamsh Reddy, Vamsikrishna Gopikrishna, Gergely V. Záruba, Manfred Huber
Inverse reinforcement learning for decentralized non-cooperative multiagent systems. SMC (2012)
Srividhya Rajendran, Manfred Huber
Autonomous identification, categorization and generalization of policies based on task type. SMC (2011)
Joshua J. Davies, Farhad Kamangar, Gergely V. Záruba, Manfred Huber, Vassilis Athitsos
Use of RSSI and time-of-flight wireless signal characteristics for location tracking. PETRA (2011)
Po-Hsiang Chiu, Manfred Huber
Generalized reinforcement learning with concept-driven abstract actions. SMC (2011)
Saravanan Thirumuruganathan, Manfred Huber
Building Bayesian Network based expert systems from rules. SMC (2011)
Brian Holbert, Manfred Huber
Design and evaluation of haptic effects for use in a computer desktop for the physically disabled. Univers. Access Inf. Soc. 10 (2) (2011)
Po-Hsiang Chiu, Manfred Huber
Reinforcement field. SMC (2011)
Fred Clark Jr., Dan Nguyen, Gutemberg Guerra-Filho, Manfred Huber
Identification of static and dynamic muscle activation patterns for intuitive human/computer interfaces. PETRA (2010)
Jeremy B. Brown, Manfred Huber
Pseudo-Hierarchical Ant-Based Clustering. SMC (2010)
Jeremy B. Brown, Manfred Huber
Pseudo-hierarchical ant-based clustering using a heterogeneous agent hierarchy and automatic boundary formation. GECCO (2010)
Awais Iqbal, Lanjiang Zhou, Manfred Huber, Gergely V. Záruba
Optimizing trajectories of mobile beacons to localize sensor networks. PETRA (2010)
Giles D'Silva, Manfred Huber
Encoding user motion preferences in harmonic function path planning. IROS (2009)
Po-Hsiang Chiu, Manfred Huber
Clustering Similar Actions in Sequential Decision Processes. ICMLA (2009)
Srividhya Rajendran, Manfred Huber
Generalizing and Categorizing Skills in Reinforcement Learning Agents Using Partial Policy Homomorphisms. FLAIRS Conference (2009)
Vamsikrishna Gopikrishna, Manfred Huber
A Temporal Potential Function Approach For Path Planning in Dynamic Environments. SMC (2009)
Kaijen Hsiao, Paul Nangeroni, Manfred Huber, Ashutosh Saxena, Andrew Y. Ng
Reactive grasping using optical proximity sensors. ICRA (2009)
Srividhya Rajendran, Manfred Huber
Learning to Generalize and Reuse Skills Using Approximate Partial Policy Homomorphisms. SMC (2009)
Ashokkumaar P. Loganathan, Manfred Huber
An approach for behavior discovery using clustering of dynamics. SMC (2008)
Predrag Djurdjevic, Manfred Huber
Learning task decomposition and exploration shaping for reinforcement learning agents. SMC (2008)
Brian Holbert, Manfred Huber
Design and evaluation of haptic effects for use in a computer desktop for the physically disabled. PETRA (2008)
Mehran Asadi, Manfred Huber
Automatic Formation of Abstract State Space Representations for Reinforcement Learning Agents Agents with Hierarchical Skill Sets. Security and Management (2008)
Rui Huang, Gergely V. Záruba, Manfred Huber
Complexity and Error Propagation of Localization Using Interferometric Ranging. ICC (2007)
Mehran Asadi, Manfred Huber
Effective Control Knowledge Transfer through Learning Skill and Representation Hierarchies. IJCAI (2007)
Hwang Ryol Ryu, Manfred Huber
A particle filter approach for multi-target tracking. IROS (2007)
Gergely V. Záruba, Manfred Huber, Farhad Kamangar, Imrich Chlamtac
Indoor location tracking using RSSI readings from a single Wi-Fi access point. Wirel. Networks 13 (2) (2007)
Anup S. Sabbi, Manfred Huber
Particle Filter Based Object Tracking in a Stereo Vision System. ICRA (2006)
Erika E. Torres-Verdín, Manfred Huber
Learning Personalized Query Modifications. FLAIRS Conference (2006)
Charles J. Hannon, Manfred Huber, Lisa J. Burnell
Research to classroom: experiences from a multi-institutional course in smart home technologies. SIGCSE (2005)
Gergely V. Záruba, Farhad Ahani Kamangar, Manfred Huber, David Levine
CONNECT: a personal remote messaging and monitoring system to aid people with disabilities. IEEE Commun. Mag. 43 (9) (2005)
Vinay Seshadri, Gergely V. Záruba, Manfred Huber
A Bayesian Sampling Approach to In-Door Localization of Wireless Devices Using Received Signal Strength Indication. PerCom (2005)
Mehran Asadi, Manfred Huber
Autonomous Subgoal Discovery and Hierarchical Abstraction for Reinforcement Learning Using Monte Carlo Method. AAAI (2005)
Forrest Elliott, Manfred Huber
Learning Macros with an Enhanced LZ78 Algorithm. FLAIRS Conference (2005)
Mehran Asadi, Manfred Huber
Reinforcement Learning Acceleration through Autonomous Subgoal Discovery. MLMTA (2005)
Srividhya Rajendran, Manfred Huber
Learning Task-Specific Sensing, Control and Memory Policies. Int. J. Artif. Intell. Tools 14 (1-2) (2005)
Mehran Asadi, Manfred Huber
Action Dependent State Space Abstraction for Hierarchical Learning Systems. Artificial Intelligence and Applications (2005)

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Publication Activity (10 Years)

Top Topics

Top Venues

Manfred Huber