Tom Gedeon

Orcid: 0000-0001-8356-4909

Affiliations:
  • Australian National University, Research School of Computer Science, Canberra, Australia
  • Murdoch University, School of Information Technology, WA, Australia
  • University of New South Wales, School of Computer Science and Engineering, NSW, Sydney, Australia


According to our database1, Tom Gedeon authored at least 338 papers between 1986 and 2024.

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

Timeline

Legend:

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Bibliography

2024
Fusing Higher-Order Features in Graph Neural Networks for Skeleton-Based Action Recognition.
IEEE Trans. Neural Networks Learn. Syst., April, 2024

Attribute Descent: Simulating Object-Centric Datasets on the Content Level and Beyond.
IEEE Trans. Pattern Anal. Mach. Intell., April, 2024

A Deep Learning Approach to Diabetes Diagnosis.
CoRR, 2024

An Empirical Study Into What Matters for Calibrating Vision-Language Models.
CoRR, 2024

Meet JEANIE: a Similarity Measure for 3D Skeleton Sequences via Temporal-Viewpoint Alignment.
CoRR, 2024

Taylor Videos for Action Recognition.
CoRR, 2024

C3-PO: A Convolutional Neural Network for COVID Onset Prediction from Cough Sounds.
Proceedings of the MultiMedia Modeling - 30th International Conference, 2024

Thesis Proposal: Detecting Empathy Using Multimodal Language Model.
Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024

LLM-GEm: Large Language Model-Guided Prediction of People's Empathy Levels towards Newspaper Article.
Proceedings of the Findings of the Association for Computational Linguistics: EACL 2024, 2024

2023
<i>Glitch in the matrix</i>: A large scale benchmark for content driven audio-visual forgery detection and localization.
Comput. Vis. Image Underst., November, 2023

Interpretation of Depression Detection Models via Feature Selection Methods.
IEEE Trans. Affect. Comput., 2023

Optimizing Camera Configurations for Multi-View Pedestrian Detection.
CoRR, 2023

Empathy Detection Using Machine Learning on Text, Audiovisual, Audio or Physiological Signals.
CoRR, 2023

Adaptive Multi-head Contrastive Learning.
CoRR, 2023

Training with Product Digital Twins for AutoRetail Checkout.
CoRR, 2023

Pavlok-Nudge: A Feedback Mechanism for Atomic Behaviour Modification with Snoring Usecase.
CoRR, 2023

Emolysis: A Multimodal Open-Source Group Emotion Analysis and Visualization Toolkit.
CoRR, 2023

"Glitch in the Matrix!": A Large Scale Benchmark for Content Driven Audio-Visual Forgery Detection and Localization.
CoRR, 2023

Large-scale Training Data Search for Object Re-identification.
CoRR, 2023

Curtin OCAI at WASSA 2023 Empathy, Emotion and Personality Shared Task: Demographic-Aware Prediction Using Multiple Transformers.
Proceedings of the 13th Workshop on Computational Approaches to Subjectivity, 2023

Personality Perception Using Scenario Based Stimulation and Physiological Signals.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023

A Closer Look at the Robustness of Contrastive Language-Image Pre-Training (CLIP).
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

EfficienTransNet: An Automated Chest X-ray Report Generation Paradigm.
Proceedings of the 1st International Workshop on Multimodal and Responsible Affective Computing, 2023

Advancing Multi-actor Graph Convolutions for Skeleton-Based Action Recognition.
Proceedings of the Intelligent Technologies for Interactive Entertainment, 2023

GraphITTI: Attributed Graph-based Dominance Ranking in Social Interaction Videos.
Proceedings of the International Conference on Multimodal Interaction, 2023

EmotiW 2023: Emotion Recognition in the Wild Challenge.
Proceedings of the 25th International Conference on Multimodal Interaction, 2023

Using Virtual Reality to Overcome Legacy Bias in Remote Gesture Elicitation Studies.
Proceedings of the Human-Computer Interaction, 2023

Transformers Are All You Need to Generate Automatic Report from Chest X-ray Images.
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2023

MaskTheFER: Mask-Aware Facial Expression Recognition using Convolutional Neural Network.
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2023

Large-scale Training Data Search for Object Re-identification.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

A Bag-of-Prototypes Representation for Dataset-Level Applications.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
An Agile New Research Framework for Hybrid Human-AI Teaming: Trust, Transparency, and Transferability.
ACM Trans. Interact. Intell. Syst., 2022

Automatic Prediction of Group Cohesiveness in Images.
IEEE Trans. Affect. Comput., 2022

Disentangling Noise from Images: A Flow-Based Image Denoising Neural Network.
Sensors, 2022

Brain Melody Interaction: Understanding Effects of Music on Cerebral Hemodynamic Responses.
Multimodal Technol. Interact., 2022

AMF: Adaptable Weighting Fusion with Multiple Fine-tuning for Image Classification.
CoRR, 2022

Strengthening Skeletal Action Recognizers via Leveraging Temporal Patterns.
CoRR, 2022

Deep transfer learning for image classification: a survey.
CoRR, 2022

ANUBIS: Skeleton Action Recognition Dataset, Review, and Benchmark.
CoRR, 2022

Attribute Descent: Simulating Object-Centric Datasets on the Content Level and Beyond.
CoRR, 2022

Resolving Anomalies in the Behaviour of a Modularity-Inducing Problem Domain with Distributional Fitness Evaluation.
Artif. Life, 2022

S2FGAN: Semantically Aware Interactive Sketch-to-Face Translation.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

Convergence of HCI & AI.
Proceedings of the 20th Jubilee International Symposium on Intelligent Systems and Informatics, 2022

Strengthening Skeletal Action Recognizers via Leveraging Temporal Patterns.
Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

How to Synthesize a Large-Scale and Trainable Micro-Expression Dataset?
Proceedings of the Computer Vision - ECCV 2022, 2022

Search Interfaces for Biomedical Searching: How do Gaze, User Perception, Search Behaviour and Search Performance Relate?
Proceedings of the CHIIR '22: ACM SIGIR Conference on Human Information Interaction and Retrieval, Regensburg, Germany, March 14, 2022

Evaluating Human Impressions of an Initiative-taking Robot.
Proceedings of the CHI '22: CHI Conference on Human Factors in Computing Systems, New Orleans, LA, USA, 29 April 2022, 2022

2021
Predicting Visual Search Task Success from Eye Gaze Data as a Basis for User-Adaptive Information Visualization Systems.
ACM Trans. Interact. Intell. Syst., 2021

Towards Effective Music Therapy for Mental Health Care Using Machine Learning Tools: Human Affective Reasoning and Music Genres.
J. Artif. Intell. Soft Comput. Res., 2021

Action Units That Constitute Trainable Micro-expressions (and A Large-scale Synthetic Dataset).
CoRR, 2021

Feature Selection on Thermal-stress Dataset.
CoRR, 2021

Non-binary deep transfer learning for imageclassification.
CoRR, 2021

Informative Class Activation Maps.
CoRR, 2021

Neural Network Classifier as Mutual Information Evaluator.
CoRR, 2021

Position-Sensing Graph Neural Networks: Proactively Learning Nodes Relative Positions.
CoRR, 2021

Leveraging Third-Order Features in Skeleton-Based Action Recognition.
CoRR, 2021

Towards Self-Guided Remote User Studies - Feasibility of Gesture Elicitation using Immersive Virtual Reality.
Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021

Detecting Lies: Finding the Degree of Falsehood from Observers' Physiological Responses.
Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021

Exploring Biases and Prejudice of Facial Synthesis via Semantic Latent Space.
Proceedings of the International Joint Conference on Neural Networks, 2021

EEG Feature Significance Analysis.
Proceedings of the Neural Information Processing - 28th International Conference, 2021

A Lightweight Multi-scale Feature Fusion Network for Real-Time Semantic Segmentation.
Proceedings of the Neural Information Processing - 28th International Conference, 2021

Examining Transfer Learning with Neural Network and Bidirectional Neural Network on Thermal Imaging for Deception Recognition.
Proceedings of the Neural Information Processing - 28th International Conference, 2021

Rethinking Binary Hyperparameters for Deep Transfer Learning.
Proceedings of the Neural Information Processing - 28th International Conference, 2021

Skeletons on the Stairs: Are They Deceptive?
Proceedings of the Neural Information Processing - 28th International Conference, 2021

Invertible Denoising Network: A Light Solution for Real Noise Removal.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Can Binaural Beats Increase Your Focus? Exploring the Effects of Music in Participants' Conscious and Brain Activity Responses.
Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021

2020
Using Temporal Features of Observers' Physiological Measures to Distinguish Between Genuine and Fake Smiles.
IEEE Trans. Affect. Comput., 2020

Identifying the Optimal Features in Multimodal Deception Detection.
Multimodal Technol. Interact., 2020

Information-preserving feature filter for short-term EEG signals.
Neurocomputing, 2020

Emotion Recognition Through Observer's Physiological Signals.
CoRR, 2020

Improving Effectiveness and Efficiency in Wagner's Modularity-Evolving Artificial Gene Regulatory Networks.
Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020

Deceit Detection: Identification of Presenter's Subjective Doubt Using Affective Observation Neural Network Analysis.
Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

Are paired or single stimuli better to recognize genuine and posed smiles from observers' galvanic skin response?
Proceedings of the OzCHI '20: 32nd Australian Conference on Human-Computer-Interaction, 2020

Brain Melody Informatics: Analysing Effects of Music on Brainwave Patterns.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Exploring the Correlation Between Random Convolutional Architectures and the Trained Equivalent.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

MultiTune: Adaptive Integration of Multiple Fine-Tuning Models for Image Classification.
Proceedings of the Neural Information Processing - 27th International Conference, 2020

Pairwise-GAN: Pose-Based View Synthesis Through Pair-Wise Training.
Proceedings of the Neural Information Processing - 27th International Conference, 2020

Disguising Personal Identity Information in EEG Signals.
Proceedings of the Neural Information Processing - 27th International Conference, 2020

Are Deep Neural Architectures Losing Information? Invertibility is Indispensable.
Proceedings of the Neural Information Processing - 27th International Conference, 2020

A Genetic Feature Selection Based Two-Stream Neural Network for Anger Veracity Recognition.
Proceedings of the Neural Information Processing - 27th International Conference, 2020

A Token-Wise CNN-Based Method for Sentence Compression.
Proceedings of the Neural Information Processing - 27th International Conference, 2020

Identifying Real and Posed Smiles from Observers' Galvanic Skin Response and Blood Volume Pulse.
Proceedings of the Neural Information Processing - 27th International Conference, 2020

EmotiW 2020: Driver Gaze, Group Emotion, Student Engagement and Physiological Signal based Challenges.
Proceedings of the ICMI '20: International Conference on Multimodal Interaction, 2020

User Engagement with Driving Simulators: An Analysis of Physiological Signals.
Proceedings of the HCI International 2020 - Late Breaking Papers: Digital Human Modeling and Ergonomics, Mobility and Intelligent Environments, 2020

Simulating Content Consistent Vehicle Datasets with Attribute Descent.
Proceedings of the Computer Vision - ECCV 2020, 2020

Observers' Pupillary Responses in Recognising Real and Posed Smiles: A Preliminary Study.
Proceedings of the Australasian Conference on Information Systems, 2020

RealSmileNet: A Deep End-to-End Network for Spontaneous and Posed Smile Recognition.
Proceedings of the Computer Vision - ACCV 2020 - 15th Asian Conference on Computer Vision, Kyoto, Japan, November 30, 2020

2019
Health Informatics: Applications of Mobile and Wireless Technologies.
Wirel. Commun. Mob. Comput., 2019

The effects of perceived chronic pressure and time constraint on information search behaviors and experience.
Inf. Process. Manag., 2019

Observers' physiological measures in response to videos can be used to detect genuine smiles.
Int. J. Hum. Comput. Stud., 2019

Measuring Observers' EDA Responses to Emotional Videos.
Proceedings of the OZCHI'19: 31st Australian Conference on Human-Computer-Interaction, 2019

Anomalies in the Behaviour of a Modularity Inducing Problem Domain.
Proceedings of the 2019 Conference on Artificial Life, 2019

Your Eyes Say You're Lying: An Eye Movement Pattern Analysis for Face Familiarity and Deceptive Cognition.
Proceedings of the International Joint Conference on Neural Networks, 2019

Improved Techniques for Building EEG Feature Filters.
Proceedings of the International Joint Conference on Neural Networks, 2019

Melodious Micro-frissons: Detecting Music Genres From Skin Response.
Proceedings of the International Joint Conference on Neural Networks, 2019

Generalized Alignment for Multimodal Physiological Signal Learning.
Proceedings of the International Joint Conference on Neural Networks, 2019

Predicting Group Cohesiveness in Images.
Proceedings of the International Joint Conference on Neural Networks, 2019

An Analysis of the Interaction Between Transfer Learning Protocols in Deep Neural Networks.
Proceedings of the Neural Information Processing - 26th International Conference, 2019

Improving Student Forum Responsiveness: Detecting Duplicate Questions in Educational Forums.
Proceedings of the Neural Information Processing - 26th International Conference, 2019

Spotting Visual Keywords from Temporal Sliding Windows.
Proceedings of the International Conference on Multimodal Interaction, 2019

A Neural Micro-Expression Recognizer.
Proceedings of the 14th IEEE International Conference on Automatic Face & Gesture Recognition, 2019

Measuring User Responses to Driving Simulators: A Galvanic Skin Response Based Study.
Proceedings of the 2019 IEEE International Conference on Artificial Intelligence and Virtual Reality, 2019

2018
Why don't the modules dominate - Investigating the Structure of a Well-Known Modularity-Inducing Problem Domain.
CoRR, 2018

EPUTION at SemEval-2018 Task 2: Emoji Prediction with User Adaption.
Proceedings of The 12th International Workshop on Semantic Evaluation, 2018

Understanding two graphical visualizations from observer's pupillary responses and neural network.
Proceedings of the 30th Australian Conference on Computer-Human Interaction, 2018

Detecting the Doubt Effect and Subjective Beliefs Using Neural Networks and Observers' Pupillary Responses.
Proceedings of the Neural Information Processing - 25th International Conference, 2018

A Feature Filter for EEG Using Cycle-GAN Structure.
Proceedings of the Neural Information Processing - 25th International Conference, 2018

Deep Feature Learning and Visualization for EEG Recording Using Autoencoders.
Proceedings of the Neural Information Processing - 25th International Conference, 2018

Neural Causality Detection for Multi-dimensional Point Processes.
Proceedings of the Neural Information Processing - 25th International Conference, 2018

Artificial Neural Networks Can Distinguish Genuine and Acted Anger by Synthesizing Pupillary Dilation Signals from Different Participants.
Proceedings of the Neural Information Processing - 25th International Conference, 2018

Neural Networks Assist Crowd Predictions in Discerning the Veracity of Emotional Expressions.
Proceedings of the Neural Information Processing - 25th International Conference, 2018

An Independent Approach to Training Classifiers on Physiological Data: An Example Using Smiles.
Proceedings of the Neural Information Processing - 25th International Conference, 2018

EmotiW 2018: Audio-Video, Student Engagement and Group-Level Affect Prediction.
Proceedings of the 2018 on International Conference on Multimodal Interaction, 2018

Why don't the modules dominate?
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018

Managing Knowledge Provenance using Blockchain.
Proceedings of the 9th IEEE International Conference on Cognitive Infocommunications, 2018

Investigating differences in two visualisations from observer's fixations and saccades.
Proceedings of the Australasian Computer Science Week Multiconference, 2018

2017
Tutorials in eLearning - How Presentation Affects Outcomes.
IEEE Trans. Emerg. Top. Comput., 2017

Classifying posed and real smiles from observers' peripheral physiology.
Proceedings of the 11th EAI International Conference on Pervasive Computing Technologies for Healthcare, 2017

Discriminating real and posed smiles: human and avatar smiles.
Proceedings of the 29th Australian Conference on Computer-Human Interaction, 2017

Evaluating crowdsourced relevance assessments using self-reported traits and task speed.
Proceedings of the 29th Australian Conference on Computer-Human Interaction, 2017

Are you really angry?: detecting emotion veracity as a proposed tool for interaction.
Proceedings of the 29th Australian Conference on Computer-Human Interaction, 2017

Effect of Parameter Tuning at Distinguishing Between Real and Posed Smiles from Observers' Physiological Features.
Proceedings of the Neural Information Processing - 24th International Conference, 2017

From individual to group-level emotion recognition: EmotiW 5.0.
Proceedings of the 19th ACM International Conference on Multimodal Interaction, 2017

What Snippet Size is Needed in Mobile Web Search?
Proceedings of the 2017 Conference on Conference Human Information Interaction and Retrieval, 2017

Phlebotomists Do It Better: Exploring Soft Interaction In The Medical Domain.
Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems, 2017

Detection of universal cross-cultural depression indicators from the physiological signals of observers.
Proceedings of the Seventh International Conference on Affective Computing and Intelligent Interaction Workshops and Demos, 2017

2016
Emotion recognition in the wild.
J. Multimodal User Interfaces, 2016

Understanding eye movements on mobile devices for better presentation of search results.
J. Assoc. Inf. Sci. Technol., 2016

Risk and Ambiguity in Information Seeking: Eye Gaze Patterns Reveal Contextual Behaviour in Dealing with Uncertainty.
CoRR, 2016

Using the Change Manager Model for the Hippocampal System to Predict Connectivity and Neurophysiological Parameters in the Perirhinal Cortex.
Comput. Intell. Neurosci., 2016

Automatic clustering of eye gaze data for machine learning.
Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016

Mitigating distractions during online reading: An explorative study.
Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016

Thermal super-pixels for bimodal stress recognition.
Proceedings of the Sixth International Conference on Image Processing Theory, 2016

EmotiW 2016: video and group-level emotion recognition challenges.
Proceedings of the 18th ACM International Conference on Multimodal Interaction, 2016

Emotion recognition in the wild challenge 2016.
Proceedings of the 18th ACM International Conference on Multimodal Interaction, 2016

Pagination versus Scrolling in Mobile Web Search.
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

Observer's Galvanic Skin Response for Discriminating Real from Fake Smiles.
Proceedings of the Australasian Conference on Information Systems, 2016

2015
Automatic Group Happiness Intensity Analysis.
IEEE Trans. Affect. Comput., 2015

Eye-tracking analysis of user behavior and performance in web search on large and small screens.
J. Assoc. Inf. Sci. Technol., 2015

Modeling observer stress: A computational approach.
Intell. Decis. Technol., 2015

Evaluation of e-Readers: A Preliminary Analysis.
Aust. J. Intell. Inf. Process. Syst., 2015

Comparing eye gaze tracking to reported perceptions of manipulated and unmanipulated digital images.
Aust. J. Intell. Inf. Process. Syst., 2015

Extreme Learning Machines with Simple Cascades.
Proceedings of the SIMULTECH 2015 - Proceedings of the 5th International Conference on Simulation and Modeling Methodologies, Technologies and Applications, Colmar, Alsace, France, 21, 2015

Adapting a Soft 2.5D Actuated Shape Display for Rebound Tenderness Simulation and Training.
Proceedings of the Annual Meeting of the Australian Special Interest Group for Computer Human Interaction, 2015

Domain Exploration of ICT Use in Consumer-to-Producer Feedback Loops within the Fair Trade System.
Proceedings of the Annual Meeting of the Australian Special Interest Group for Computer Human Interaction, 2015

Touchless Gestural Interaction with Wizard-of-Oz: Analysing User Behaviour.
Proceedings of the Annual Meeting of the Australian Special Interest Group for Computer Human Interaction, 2015

Visual Distractions Effects on Reading in Digital Environments: A Comparison of First and Second English Language Readers.
Proceedings of the Annual Meeting of the Australian Special Interest Group for Computer Human Interaction, 2015

Video and Image based Emotion Recognition Challenges in the Wild: EmotiW 2015.
Proceedings of the 2015 ACM on International Conference on Multimodal Interaction, Seattle, WA, USA, November 09, 2015

Fighting the Symmetries: The Structure of Cryptographic Boolean Function Spaces.
Proceedings of the Genetic and Evolutionary Computation Conference, 2015

Conservation of relative fuzziness: Retrospective and triangular extension.
Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015

Accuracy and awareness of image veracity in human perceptions of manipulated and unmanipulated images.
Proceedings of the 37th Annual Meeting of the Cognitive Science Society, 2015

Factors affecting identification of tasks using eye gaze.
Proceedings of the 6th IEEE International Conference on Cognitive Infocommunications, 2015

Gender disparity and the creepy hill in face replacement videos.
Proceedings of the 6th IEEE International Conference on Cognitive Infocommunications, 2015

Effects of text difficulty and readers on predicting reading comprehension from eye movements.
Proceedings of the 6th IEEE International Conference on Cognitive Infocommunications, 2015

Classifying document categories based on physiological measures of analyst responses.
Proceedings of the 6th IEEE International Conference on Cognitive Infocommunications, 2015

2014
Neuroscience and a Nomological Network for the Understanding and Assessment of Emotions in Information Systems Research.
J. Manag. Inf. Syst., 2014

Modeling observer stress for typical real environments.
Expert Syst. Appl., 2014

Thermal spatio-temporal data for stress recognition.
EURASIP J. Image Video Process., 2014

Modeling a stress signal.
Appl. Soft Comput., 2014

Predicting reading comprehension scores from eye movements using artificial neural networks and fuzzy output error.
Artif. Intell. Res., 2014

Effect of presentation on reading behaviour.
Proceedings of the 26th Australian Computer-Human Interaction Conference on Designing Futures, 2014

Identifying Optimal Attributes in 3D Interface DevicesSite.
Proceedings of the XV International Conference on Human Computer Interaction, 2014

Framework for Dynamic Text Presentation in eLearning.
Proceedings of the 6th International Conference on Intelligent Human Computer Interaction, 2014

What are You Reading Most: Attention in eLearning.
Proceedings of the 6th International Conference on Intelligent Human Computer Interaction, 2014

Fuzzy Signature Neural Networks for Classification: Optimising the Structure.
Proceedings of the Neural Information Processing - 21st International Conference, 2014

Fuzzy Output Error as the Performance Function for Training Artificial Neural Networks to Predict Reading Comprehension from Eye Gaze.
Proceedings of the Neural Information Processing - 21st International Conference, 2014

Emotion Recognition In The Wild Challenge 2014: Baseline, Data and Protocol.
Proceedings of the 16th International Conference on Multimodal Interaction, 2014

Face to Face or Facebook: 21st Century University Education: A Survey.
Proceedings of the Service Science and Knowledge Innovation, 2014

2013
Evolutionary algorithms using cluster patterns for timetabling.
Intell. Decis. Technol., 2013

User created tangible controls using ForceForm: a dynamically deformable interactive surface.
Proceedings of the 26th Annual ACM Symposium on User Interface Software and Technology, 2013

ForceForm: a dynamically deformable interactive surface.
Proceedings of the ACM International Conference on Interactive Tabletops and Surfaces, 2013

MobileHelper: remote guiding using smart mobile devices, hand gestures and augmented reality.
Proceedings of the SIGGRAPH Asia 2013 Symposium on Mobile Graphics and Interactive Applications, 2013

Modeling stress recognition in typical virtual environments.
Proceedings of the 7th International Conference on Pervasive Computing Technologies for Healthcare and Workshops, 2013

Computational Models of Stress in Reading Using Physiological and Physical Sensor Data.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2013

The effect of subject familiarity on comprehension and eye movements during reading.
Proceedings of the Augmentation, Application, Innovation, Collaboration, OzCHI '13, Adelaide, Australia - November 25, 2013

Optimal Time Segments for Stress Detection.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2013

Wands Are Magic: A Comparison of Devices Used in 3D Pointing Interfaces.
Proceedings of the Human-Computer Interaction - INTERACT 2013, 2013

Classification of Physiological Sensor Signals Using Artificial Neural Networks.
Proceedings of the Neural Information Processing - 20th International Conference, 2013

Distance Metrics for Time-Series Data with Concentric Multi-Sphere Self Organizing Maps.
Proceedings of the Neural Information Processing - 20th International Conference, 2013

Using ForceForm, a dynamically deformable interactive surface, for palpation simulation in medical scenarios.
Proceedings of the second international workshop on Smart material interfaces: another step to a material future, 2013

Emotion recognition in the wild challenge 2013.
Proceedings of the 2013 International Conference on Multimodal Interaction, 2013

Emotion recognition in the wild challenge (EmotiW) challenge and workshop summary.
Proceedings of the 2013 International Conference on Multimodal Interaction, 2013

A comparative study of different classifiers for detecting depression from spontaneous speech.
Proceedings of the IEEE International Conference on Acoustics, 2013

Hybrid Genetic Algorithms for Stress Recognition in Reading.
Proceedings of the Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics, 2013

Extending the index finger is worse than sitting: Posture and minimal objects in 3D pointing interfaces.
Proceedings of the IEEE 4th International Conference on Cognitive Infocommunications, 2013

Measuring reading comprehension using eye movements.
Proceedings of the IEEE 4th International Conference on Cognitive Infocommunications, 2013

Online feature selection for Brain Computer Interfaces.
Proceedings of the 2013 IEEE Symposium on Computational Intelligence, 2013

Modeling Stress Using Thermal Facial Patterns: A Spatio-temporal Approach.
Proceedings of the 2013 Humaine Association Conference on Affective Computing and Intelligent Interaction, 2013

2012
Complex Structured Decision Making Model: A hierarchical frame work for complex structured data.
Inf. Sci., 2012

Collecting Large, Richly Annotated Facial-Expression Databases from Movies.
IEEE Multim., 2012

Objective measures, sensors and computational techniques for stress recognition and classification: A survey.
Comput. Methods Programs Biomed., 2012

WiiFitChair: A Chair-based Interface for Hands-free Remote Camera Control.
Aust. J. Intell. Inf. Process. Syst., 2012

Fuzzy Output Error.
Aust. J. Intell. Inf. Process. Syst., 2012

Using magnetic forces to convey state information: an exploration of a haptic technology.
Proceedings of the 24th Australian Computer-Human Interaction Conference, OzCHI '12, Melbourne, VIC, Australia - November 26, 2012

Modeling the Mental Differentiation Task with EEG.
Proceedings of the Neural Information Processing - 19th International Conference, 2012

Artificial Neural Network Classification Models for Stress in Reading.
Proceedings of the Neural Information Processing - 19th International Conference, 2012

Evaluation of Response Models to a Series of Commands in a Telerobotics Supervisory Control System.
Proceedings of the Intelligent Robotics and Applications - 5th International Conference, 2012

Do Users Benefit from Controlled Vocabularies in Search Interfaces?
Proceedings of the 2nd European Workshop on Human-Computer Interaction and Information Retrieval, 2012

Asynchronous Brain Computer Interface using Hidden Semi-Markov Models.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Recursive channel selection techniques for brain computer interfaces.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Developing a Situated Virtual Reality Simulation for Telerobotic Control and Training.
Proceedings of the E-Learning and Games for Training, Education, Health and Sports, 2012

Hand Grip Strength on a Large PDA: Holding While Reading Is Different from a Functional Task.
Proceedings of the Sixth International Conference on Complex, 2012

Comparing User Performance on an iPad to a 17-inch BackPad.
Proceedings of the Sixth International Conference on Complex, 2012

Comparing scanning behaviour in web search on small and large screens.
Proceedings of the Seventeenth Australasian Document Computing Symposium, 2012

2011
WRAO and OWA learning using Levenberg-Marquardt and genetic algorithms.
Memetic Comput., 2011

"Moving to the centre": A gaze-driven remote camera control for teleoperation.
Interact. Comput., 2011

Exploration Mixed Reality Environment for Teleoperation Interface: An Option to Provide Effective Information.
Aust. J. Intell. Inf. Process. Syst., 2011

Comparison between two mixed reality environments as a teleoperation interface.
Proceedings of the IEEE International Conference on Robotics and Automation, 2011

Reading Your Mind: EEG during Reading Task.
Proceedings of the Neural Information Processing - 18th International Conference, 2011

Stress Classification for Gender Bias in Reading.
Proceedings of the Neural Information Processing - 18th International Conference, 2011

Document Classification on Relevance: A Study on Eye Gaze Patterns for Reading.
Proceedings of the Neural Information Processing - 18th International Conference, 2011

Static facial expression analysis in tough conditions: Data, evaluation protocol and benchmark.
Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011

Performance enhancement of Hierarchical Document Signature: A comprehensive study.
Proceedings of the FUZZ-IEEE 2011, 2011

Emotion recognition using PHOG and LPQ features.
Proceedings of the Ninth IEEE International Conference on Automatic Face and Gesture Recognition (FG 2011), 2011

Multi-disciplinary Modality Classification for Medical Images.
Proceedings of the CLEF 2011 Labs and Workshop, 2011

Exploring camera viewpoint control models for a multi-tasking setting in teleoperation.
Proceedings of the International Conference on Human Factors in Computing Systems, 2011

Architectures of Complex Learning Systems.
Proceedings of the Biologically Inspired Cognitive Architectures 2011, 2011

2010
Fuzzy methods and eye gaze for cooperative robot communication.
Int. J. Intell. Inf. Database Syst., 2010

Capture of Evidence for Summarization: An Application of Enhanced Subjective Logic.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2010

Head or gaze?: controlling remote camera for hands-busy tasks in teleoperation: a comparison.
Proceedings of the 22nd Australasian Computer-Human Interaction Conference, 2010

An Enhanced Framework of Subjective Logic for Semantic Document Analysis.
Proceedings of the Modeling Decisions for Artificial Intelligence, 2010

Estimation of Possibility-Probability Distributions.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Methods, 2010

Gaze Pattern and Reading Comprehension.
Proceedings of the Neural Information Processing. Models and Applications, 2010

Brain Computer Interfaces: A Recurrent Neural Network Approach.
Proceedings of the Neural Information Processing. Models and Applications, 2010

Enhancement of Subjective Logic for Semantic Document Analysis Using Hierarchical Document Signature.
Proceedings of the Neural Information Processing. Theory and Algorithms, 2010

Polymorphic fuzzy signatures.
Proceedings of the FUZZ-IEEE 2010, 2010

Semantic Hierarchical Document Signature for determining sentence similarity.
Proceedings of the FUZZ-IEEE 2010, 2010

Improvements in Sugeno-Yasukawa modelling algorithm.
Proceedings of the FUZZ-IEEE 2010, 2010

Natural interaction enhanced remote camera control for teleoperation.
Proceedings of the 28th International Conference on Human Factors in Computing Systems, 2010

2009
Implications of resource limitations for a conscious machine.
Neurocomputing, 2009

Web Search Engines A Basis For Term Evaluation.
Aust. J. Intell. Inf. Process. Syst., 2009

Keyboard before Head Tracking Depresses User Success in Remote Camera Control.
Proceedings of the Human-Computer Interaction, 2009

Hierarchical document signature: A specialized application of fuzzy signature for document computing.
Proceedings of the FUZZ-IEEE 2009, 2009

Finding input sub-spaces for Polymorphic Fuzzy Signatures.
Proceedings of the FUZZ-IEEE 2009, 2009

Motion control and communication of cooperating intelligent robots by fuzzy signatures.
Proceedings of the FUZZ-IEEE 2009, 2009

Robot Cooperation without Explicit Communication by Fuzzy Signatures and Decision Trees.
Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference, 2009

Learning based automatic face annotation for arbitrary poses and expressions from frontal images only.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

Learning-based Face Synthesis for Pose-Robust Recognition from Single Image.
Proceedings of the British Machine Vision Conference, 2009

2008
Pattern Trees Induction: A New Machine Learning Method.
IEEE Trans. Fuzzy Syst., 2008

Eye Gaze Assistance for a Game-Like Interactive Task.
Int. J. Comput. Games Technol., 2008

Fuzzy Logic for Cooperative Robot Communication.
Proceedings of the Agent and Multi-Agent Systems: Technologies and Applications, 2008

A Term Association Inference Model for Single Documents: A Stepping Stone for Investigation through Information Extraction.
Proceedings of the Intelligence and Security Informatics, 2008

A Hybrid Fuzzy Approach for Human Eye Gaze Pattern Recognition.
Proceedings of the Advances in Neuro-Information Processing, 15th International Conference, 2008

Generalisation Performance vs. Architecture Variations in Constructive Cascade Networks.
Proceedings of the Advances in Neuro-Information Processing, 15th International Conference, 2008

A comparison: Fuzzy signatures and Choquet Integral.
Proceedings of the FUZZ-IEEE 2008, 2008

A Modified Version of Sugeno-Yasukawa Modeler.
Proceedings of the Advances in Computer Science and Engineering, 2008

2007
Editorial.
J. Adv. Comput. Intell. Intell. Informatics, 2007

Optimal Size Fuzzy Models.
J. Adv. Comput. Intell. Intell. Informatics, 2007

Fuzzy Signature and Cognitive Modelling for Complex Decision Model.
Proceedings of the Theoretical Advances and Applications of Fuzzy Logic and Soft Computing, 2007

Weighted Pattern Trees: A Case Study with Customer Satisfaction Dataset.
Proceedings of the Foundations of Fuzzy Logic and Soft Computing, 2007

Neural Network for Modeling Esthetic Selection.
Proceedings of the Neural Information Processing, 14th International Conference, 2007

2006
Uncertainty in Mineral Prospectivity Prediction.
Proceedings of the Neural Information Processing, 13th International Conference, 2006

Learning Generalized Weighted Relevance Aggregation Operators Using Levenberg-Marquardt Method.
Proceedings of the 6th International Conference on Hybrid Intelligent Systems (HIS 2006), 2006

Is That Possible? (Or is it Probable?).
Proceedings of the 6th International Conference on Hybrid Intelligent Systems (HIS 2006), 2006

Efficient Fuzzy Cognitive Modeling for Unstructured Information.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2006

Pattern Trees.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2006

Separated Antecedent and Consequent Learning for Takagi-Sugeno Fuzzy Systems.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2006

Generalised Weighted Relevance Aggregation Operators for Hierarchical Fuzzy Signatures.
Proceedings of the 2006 International Conference on Computational Intelligence for Modelling Control and Automation (CIMCA 2006), International Conference on Intelligent Agents, Web Technologies and Internet Commerce (IAWTIC 2006), 29 November, 2006

2005
Fuzzy rule interpolation for multidimensional input spaces with applications: a case study.
IEEE Trans. Fuzzy Syst., 2005

Fuzzy Signature for Complex Decision Model.
Aust. J. Intell. Inf. Process. Syst., 2005

Extending the Recommendation Architecture for Text Mining.
Aust. J. Intell. Inf. Process. Syst., 2005

Automatic generating detail-on-demand hypervideo using MPEG-7 and SMIL.
Proceedings of the 13th ACM International Conference on Multimedia, 2005

Fuzzy Pseudo-Thesaurus Based Clustering of a Folkloristic Corpus.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2005

Reservoir Characterization Using Support Vector Machines.
Proceedings of the 2005 International Conference on Computational Intelligence for Modelling Control and Automation (CIMCA 2005), 2005

2004
A generalized concept for fuzzy rule interpolation.
IEEE Trans. Fuzzy Syst., 2004

Managing Interference Between Prior and Later Learning.
Proceedings of the Neural Information Processing, 11th International Conference, 2004

Intelligent data mining and personalisation for customer relationship management.
Proceedings of the 8th International Conference on Control, 2004

Construction of fuzzy signature from data: an example of SARS pre-clinical diagnosis system.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2004

Learning complex combinations of operations in a hybrid architecture.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2004

2003
Fuzzy rule interpolation for multidimensional input spaces in determining d50c of hydrocyclones.
IEEE Trans. Instrum. Meas., 2003

Spatial Interpolation Using Fuzzy Reasoning.
Trans. GIS, 2003

Rainfall prediction model using soft computing technique.
Soft Comput., 2003

A survey on universal approximation and its limits in soft computing techniques.
Int. J. Approx. Reason., 2003

Sparse Fuzzy System Generation By Cluster Estimation: A Projection Based Approach.
Aust. J. Intell. Inf. Process. Syst., 2003

Hierarchical fuzzy classifier for bioinformatics data.
Proceedings of the Seventh International Symposium on Signal Processing and Its Applications, 2003

Sparse fuzzy systems generation and fuzzy rule interpolation: a practical approach.
Proceedings of the 12th IEEE International Conference on Fuzzy Systems, 2003

2002
Confidence bounds of petrophysical predictions from conventional neural networks.
IEEE Trans. Geosci. Remote. Sens., 2002

Improvements and critique on Sugeno's and Yasukawa's qualitative modeling.
IEEE Trans. Fuzzy Syst., 2002

Stability of interpolative fuzzy KH controllers.
Fuzzy Sets Syst., 2002

Fuzzy tolerance relations and relational maps applied to information retrieval.
Fuzzy Sets Syst., 2002

A hybrid approach for solving the cluster validity problem.
Proceedings of the 14th International Conference on Digital Signal Processing, 2002

Subspace clustering for hierarchical fuzzy system construction.
Proceedings of the 2002 IEEE International Conference on Fuzzy Systems, 2002

Intelligent Well Log Data Analysis: A Comparison Study.
Proceedings of the FSDK'02, 2002

Document Classification with Recommendation Architecture: Extensions for Feature Intensity Recognition and Column Labeling.
Proceedings of the ADCS 2002, 2002

2001
Application of the Recommendation Architecture to Telecommunications Network Management.
Int. J. Neural Syst., 2001

Histogram-Based Fuzzy Clustering and its Comparison to Fuzzy C-Means Clustering in One-Dimensional Data.
Proceedings of the Hybrid Information Systems, 2001

Improvement of the Cluster Searching Algorithm in Sugeno and Yasukawa's Qualitative Modeling Approach.
Proceedings of the Computational Intelligence, 2001

Constructing Heirarchical Fuzzy Rule Bases for Classification.
Proceedings of the 10th IEEE International Conference on Fuzzy Systems, 2001

A Histogram-based Rule Extraction Technique for Fuzzy Systems.
Proceedings of the 10th IEEE International Conference on Fuzzy Systems, 2001

2000
Reading patterns and formats of academic articles on the Web.
ACM SIGCHI Bull., 2000

Managing heterogeneous information systems through discovery and retrieval of generic concepts.
J. Am. Soc. Inf. Sci., 2000

Fuzzy Rule Interpolation by the Conservation of Relative Fuzziness.
J. Adv. Comput. Intell. Intell. Informatics, 2000

A Methodology for Developing Adaptive Fuzzy Cognitive Maps for Decision Support.
J. Adv. Comput. Intell. Intell. Informatics, 2000

Indexing Visual Features Using a Hybrid Neural Network.
J. Adv. Comput. Intell. Intell. Informatics, 2000

Editorial: Multimedia Information Compression Technologies.
J. Adv. Comput. Intell. Intell. Informatics, 2000

Academic Articles on the Web: Reading Patterns and Formats.
Int. J. Hum. Comput. Interact., 2000

Fuzzy Hydrocyclone Modelling for Particle Separation Using Fuzzy Rule Interpolation.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2000

On a stable and always applicable interpolation method.
Proceedings of the Ninth IEEE International Conference on Fuzzy Systems, 2000

α-cut interpolation technique in the space of regular conclusion.
Proceedings of the Ninth IEEE International Conference on Fuzzy Systems, 2000

1999
Exploring constructive cascade networks.
IEEE Trans. Neural Networks, 1999

Reducing the Dimensions of Texture Features for Image Retrieval Using Multi-layer Neural Networks.
Pattern Anal. Appl., 1999

A Pattern Adaptive Technique to Handle Data Quality Variation.
Neural Process. Lett., 1999

Extended Nonlinear Hebbian Learning for Developing Sparse-Distributed Representation.
Proceedings of the Foundations and Tools for Neural Modeling, 1999

A Constructive Cascade Network with Adaptive Regularisation.
Proceedings of the Engineering Applications of Bio-Inspired Artificial Neural Networks, 1999

A New Approach to Indexing in High-Dimensional Space.
Proceedings of the Database Systems 99, 1999

1998
Simulated annealing and weight decay in adaptive learning: the SARPROP algorithm.
IEEE Trans. Neural Networks, 1998

Improved Fuzzy and Neural Network Algorithms for Word Frequency Prediction in Document Filtering.
J. Adv. Comput. Intell. Intell. Informatics, 1998

Increased generalization through selective decay in a constructive cascade network.
Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, 1998

Hierarchical co-occurence relations.
Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, 1998

Stochastic bidirectional training.
Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, 1998

Fuzzy rule base interpolation based on semantic revision.
Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, 1998

Intelligent information retrieval using fuzzy approach.
Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, 1998

Specialised neural network for learning synonyms and related concepts in large document collections.
Proceedings of the Knowledge-Based Intelligent Electronic Systems, 1998

Constructing Higher Order Neurons of Increasing Complexity in Cascade Networks.
Proceedings of the Tasks and Methods in Applied Artificial Intelligence, 1998

Adaptive Regularization in a Constructive Cascade Network.
Proceedings of the Fifth International Conference on Neural Information Processing, 1998

1997
Data Mining of Inputs: Analysing Magnitude and Functional Measures.
Int. J. Neural Syst., 1997

A Neural-Fuzzy Technique for Interpolating Spatial Data via the Use of Learning Curve.
Proceedings of the Biological and Artificial Computation: From Neuroscience to Technology, 1997

A Cascade Network Algorithm Employing Progressive RPROP.
Proceedings of the Biological and Artificial Computation: From Neuroscience to Technology, 1997

Extending CasPer: A Regression Survey.
Proceedings of the Progress in Connectionist-Based Information Systems: Proceedings of the 1997 International Conference on Neural Information Processing and Intelligent Information Systems, 1997

Genetic Algorithms Applied to University Exam Scheduling.
Proceedings of the Progress in Connectionist-Based Information Systems: Proceedings of the 1997 International Conference on Neural Information Processing and Intelligent Information Systems, 1997

Word-Concept Clusters in a Legal Document Collection.
Proceedings of the Computational Intelligence, 1997

Extending and Benchmarking the CasPer Algorithm.
Proceedings of the Advanced Topics in Artificial Intelligence, 1997

1996
The Cyclic Towers of Hanoi: An Iterative Solution Produced by Transformation.
Comput. J., 1996

Indicators of input contributions: analysing the weight matrix.
Proceedings of the Australian New Zealand Conference on Intelligent Information Systems, 1996

Separation of basic competency acquisition from advanced material in teaching and assessment in an undergraduate computing subject.
Proceedings of the ACM SIGCSE 1st Australasian Conference on Computer Science Education, 1996

1995
An improved technique in porosity prediction: a neural network approach.
IEEE Trans. Geosci. Remote. Sens., 1995

Abstracting Uncertain Knowledge: Case for Neural Nets Application.
Intell. Autom. Soft Comput., 1995

Bidirectional Neural Networks Reduce Generalization Error.
Proceedings of the From Natural to Artificial Neural Computation, 1995

Balancing Bias and Variance: Network Topology and Pattern Set Reduction Techniques.
Proceedings of the From Natural to Artificial Neural Computation, 1995

Significance measures and data dependency in classification methods.
Proceedings of International Conference on Neural Networks (ICNN'95), Perth, WA, Australia, November 27, 1995

Bidirectional neural networks and class prototypes.
Proceedings of International Conference on Neural Networks (ICNN'95), Perth, WA, Australia, November 27, 1995

Comparison of extracted rules from multiple networks.
Proceedings of International Conference on Neural Networks (ICNN'95), Perth, WA, Australia, November 27, 1995

Decrypting Neural Network Data: A Gis Case Study.
Proceedings of the Artificial Neural Nets and Genetic Algorithms, 1995

Concept Clustering for Cooperation in Heterogeneous Information Systems.
Proceedings of the Database Applications Semantics, Proceedings of the Sixth IFIP TC-2 Working Conference on Data Semantics (DS-6), Stone Mountain, Atlanta, Georgia, USA, May 30, 1995

Indicators of hidden neuron functionality: the weight matrix versus neuron behaviour.
Proceedings of the 2nd New Zealand Two-Stream International Conference on Artificial Neural Networks and Expert Systems (ANNES '95), 1995

1993
Bimodal Distribution Removal.
Proceedings of the New Trends in Neural Computation, 1993

1992
The Reve's Puzzle: An Iterative Solution Produced by Transformation.
Comput. J., 1992

1986
The Reve's Puzzle.
Comput. J., 1986


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