Search Results - "Chalup, Stephan K."

Evolutionary Wavelet Neural Network ensembles for breast cancer and Parkinson's disease prediction by Khan, Maryam Mahsal, Mendes, Alexandre, Chalup, Stephan K

“…Wavelet Neural Networks are a combination of neural networks and wavelets and have been mostly used in the area of time-series prediction and control…”
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Using machine learning to assist decision making in the assessment of mental health patients presenting to emergency departments by Higgins, Oliver, Wilson, Rhonda L., Chalup, Stephan K.

“…The objective of this study was to assess the predictability of admissions to a MH inpatient ward using ML models, based on routine data collected during…”
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Artificial intelligence (AI) and machine learning (ML) based decision support systems in mental health: An integrative review by Higgins, Oliver, Short, Brooke L., Chalup, Stephan K., Wilson, Rhonda L.

“…An integrative review investigating the incorporation of artificial intelligence (AI) and machine learning (ML) based decision support systems in mental health…”
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A study on validating non-linear dimensionality reduction using persistent homology by Paul, Rahul, Chalup, Stephan K.

“…•A method for quality assessment of manifold learning that evaluates global topology.•A test suite of eight manifolds of increasing topological and geometrical…”
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Machine Learning Model Reveals Determinators for Admission to Acute Mental Health Wards From Emergency Department Presentations by Higgins, Oliver, Chalup, Stephan K., Wilson, Rhonda L.

“…ABSTRACT This research addresses the critical issue of identifying factors contributing to admissions to acute mental health (MH) wards for individuals…”
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Artificial Intelligence in nursing: trustworthy or reliable? by Higgins, Oliver, Chalup, Stephan K, Wilson, Rhonda L

“…Background: Trustworthiness in Artificial Intelligence (AI) innovation is a priority for governments, researchers and clinicians; however, clinicians have…”
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Sociodemographic Factors and Presentation Features of Individuals Seeking Mental Health Care in Emergency Departments: A Retrospective Cohort Study by Higgins, Oliver, Sheather-Reid, Rachel B, Chalup, Stephan K, Wilson, Rhonda L

“…Emergency Department (ED) presentations for Mental Health (MH) help-seeking have been rising rapidly, with EDs as the main entry point for most individuals in…”
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Interpretations of Innovation: The Role of Technology in Explanation Seeking Related to Psychosis by Higgins, Oliver, Short, Brooke L., Chalup, Stephan K., Wilson, Rhonda L.

“…Background. The prominence of technology in modern life cannot be understated. However, for some people, these innovations or their related plausible…”
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Disproportionate mental health presentations to emergency departments in a coastal regional community in Australia of first nation people by Higgins, Oliver, Sheather‐Reid, Rachel B., Chalup, Stephan K., Wilson, Rhonda L.

“…Emergency department (ED) presentations for mental health (MH) help‐seeking have been rising rapidly in recent years. This research aims to identify the…”
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Performance of evolutionary wavelet neural networks in acrobot control tasks by Khan, Maryam Mahsal, Mendes, Alexandre, Chalup, Stephan K.

“…Wavelet neural networks (WNN) combine the strength of artificial neural networks and the multiresolution ability of wavelets. Determining the structure and,…”
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GDTW-P-SVMs: Variable-length time series analysis using support vector machines by Jalalian, Arash, Chalup, Stephan K.

“…We describe a new technique for sequential data analysis, called GDTW-P-SVMs. It is a maximum margin method for the construction of classifiers with…”
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Incremental training of first order recurrent neural networks to predict a context-sensitive language by Chalup, Stephan K., Blair, Alan D.

“…In recent years it has been shown that first order recurrent neural networks trained by gradient-descent can learn not only regular but also simple…”
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Wayfinding: a method for the empirical evaluation of structural saliency using 3D Isovists by Bhatia, Shashank, Chalup, Stephan K., Ostwald, Michael J.

“…The presence of locations that possess distinct spatial-cognitive features (salient landmarks) is a fundamental necessity for supporting navigation. Embedding…”
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NUClear: A Loosely Coupled Software Architecture for Humanoid Robot Systems by Houliston, Trent, Fountain, Jake, Lin, Yuqing, Mendes, Alexandre, Metcalfe, Mitchell, Walker, Josiah, Chalup, Stephan K.

“…This paper discusses the design and interface of NUClear, a new hybrid message-passing architecture for embodied humanoid robotics. NUClear is modular, low…”
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Affective Visual Perception Using Machine Pareidolia of Facial Expressions by Hong, Kenny, Chalup, Stephan K., King, Robert A. R.

“…This article presents a computer vision approach that can detect and classify abstract face-like patterns, including subliminal faces within a scene. This can…”
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Architectural evaluation of simulated pedestrian spatial behaviour by Jalalian, Arash, Chalup, Stephan K., Ostwald, Michael J.

“…The purpose of the software system described in this article is to support architects and urban designers to better assess the impact of pedestrian behaviour…”
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Variations of the two-spiral task by Chalup, Stephan K., Wiklendt, Lukasz

“…The two-spiral task is a well-known benchmark for binary classification. The data consist of points on two intertwined spirals which cannot be linearly…”
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Erratum to: A multi-agent cooperative reinforcement learning model using a hierarchy of consultants, tutors and workers by Abed-alguni, Bilal H., Chalup, Stephan K., Henskens, Frans A., Paul, David J.

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Machine Learning With AIBO Robots in the Four-Legged League of RoboCup by Chalup, S.K., Murch, C.L., Quinlan, M.J.

“…Robot learning is a growing area of research at the intersection of robotics and machine learning. The main contributions of this paper include a review of how…”
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A Computational Approach to Fractal Analysis of a Cityscape's Skyline by Chalup, Stephan K., Henderson, Naomi, Ostwald, Michael J., Wiklendt, Lukasz

“…This study proposes a semi-automated approach for cityscape analysis which is based on calculating the fractal dimension of a cityscape's skyline. A software…”
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