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ARC Training Centre for Transforming Maintenance through Data Science
Publications
Page Information
Title:
Publications
Author:
John Hille
Mar 29, 2021
Last Changed by:
John Hille
Oct 17, 2022
Tiny Link:
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https://www.maintenance.org.au/x/GQcHAg
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ARC Training Centre for Transforming Maintenance through Data Science
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Page:
A deep dive into worker psychological well-being in the construction industry: A systematic review and conceptual framework
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An exact cutting plane method for solving p-dispersion-sum problems
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An exact cutting plane method for the Euclidean Max-Sum Diversity Problem
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An ontology for reasoning over engineering textual data stored inFMEA spreadsheet tables
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A Note on the Finite Convergence of Alternating Projections
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A Novel Approach to Time Series Complexity via Reservoir Computing
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Approximate dynamic programming for an energy-efficient parallel machine scheduling problem
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Automatic semantic knowledge extraction from electronic forms
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A Whole-of-Organisation Approach for Reliability Analytics
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Bayer digestion maintenance optimisation with lazy constraints and Benders decomposition
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Branch-and-price for clash-free periodic supply vessel planning problem with split delivery and variable service time
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Building a data-driven future for construction team? Capabilities matter
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Building employability capabilities in data science students: An interdisciplinary, industry-focused approach
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Cleaning and visualization of unstructured text in safety records
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Connectivity of cubical polytopes, Journal of Combinatorial Theory
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Constrained Markov Order Surrogates
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Cutting plane algorithms for nonlinear binary optimization
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CylE: Cylinder Embeddings for Multi-hop Reasoning over Knowledge Graphs
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Data-Driven Approach for Labelling Process Plant Event Data
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Data-driven reliability analysis of Boeing 787 Dreamliner - ScienceDirect
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Deforestation-induced surface warming is influenced by the fragmentation and spatial extent of forest loss in Maritime Southeast Asia
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Detecting Asset Cascading Failures Using Complex Network Analysis
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Developing and evaluating predictive conveyor belt wear models
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Digitalization and reasoning over engineering textual data stored in spreadsheet tables
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DRAT: Data risk assessment Tool for University-Industry collaborations
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E2EET: from pipeline to end-to-end entity typing via transformer-based embeddings
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Embedding data science innovations in organizations: a new workflow approach
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Evaluating the Accuracy of Bluetooth-Based Travel Time on Arterial Roads: A Case Study of Perth, Western Australia
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Extremal Principle: Nonlinear Characterizations of Non-Intersection Properties
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Fast automatic detection of geological boundaries from multivariate log data using recurrence
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Fast automatic detection of geological boundaries from multivariate log data using recurrence.
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Framework for Validation of Permanently Installed MEMS-Based Acquisition Devices Using Soft Sensor Models
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Geometric and Metric Characterizations of Transversality Properties
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Grading your models: Assessing dynamics learning of models using persistent homology
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How Do Non-Work Individual Factors Affect Worker Well-Being in the Construction Industry? A Systematic Review and Meta- Analysis.
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Informative Bayesian Survival Analysis to Handle Heavy Censoring in Lifetime Data
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Interpretable Survival Models for Predictive Maintenance
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LexiClean: An annotation tool for rapid multi-task lexical normalisation
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Long-term maintenance optimization for integrated mining operations
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Maintenance in an Industry 4.0 and COVID world - the case for Remote Operations
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Managing Disputes for a Sustainable Construction: A Perspective of Settlement Facilitating Elements in Negotiations
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Managing streamed sensor data for mobile equipment prognostics.
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Minimizing equipment shutdowns in oil and gas campaign maintenance
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Modelling failure risks in load sharing systems with heterogeneous components
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MWO2KG and Echidna: Constructing and exploring knowledge graphs from maintenance data
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Nurturing Collaboration? A Skill Set for University-Industry Collaboration Champions
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Objective Domain Boundaries Detection in New Caledonian Nickel Laterite from Spectra Using Quadrant Scan
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On detecting dynamical regime change using a transformation cost metric between persistent homology diagrams.
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On using the modularity of recurrence network communities to detect change-point behaviour
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Optimal Thresholding of Predictors in Mineral Prospectivity Analysis
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Parameter extraction with reservoir computing: Nonlinear time series analysis and application to industrial maintenance
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Pipeline for machine reading of unstructured maintenance work order records
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Prevention-focused leadership and well-being during the pandemic: The mediating role clarity and workload
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Quadrant scan for multi-scale transition detection
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Quantifying the generalization capacity of Markov models for melody prediction
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QuickGraph: A Rapid Annotation Tool for Knowledge Graph Extraction from Technical Text
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Reconstruction of Complex Dynamical Systems from Time Series using Reservoir Computing
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Recurrence-based reconstruction of dynamic pricing attractors
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RelOps-A Whole-of-Organisation Approach for Reliability Analytics
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Reservoir time series analysis: Using the response of complex dynamical systems as a universal indicator of change
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Rethinking maintenance terminology for an industry 4.0 future
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Safety behaviours and job satisfaction during the pandemic: The mediating roles of uncertainty and managerial commitment
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SConE: Simplified cone embeddings with symbolic operators for complex logical queries
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Selecting embedding delays: An overview of embedding techniques and a new method using persistent homology
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Semi-automated Estimation of Reliability Measures from MaintenanceWork Order Records
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Sensing system for low cost condition monitoring of remote assets
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Sensitization to immune checkpoint blockade through activation of a STAT1/NK axis in the tumor microenvironment
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Seq2KG: An End-to-End Neural Model for Domain Agnostic Knowledge Graph (not Text Graph) Construction from Text
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Single-Projection Procedure for Infinite Dimensional Convex Optimization Problems
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Some new characterizations of intrinsic transversality in Hilbert spaces
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Stillbirth risk prediction using machine learning for a large cohort of births from Western Australia, 1980–2015
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Technical Language Processing: Unlocking Maintenance Knowledge
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Template Libraries for Industrial Asset Maintenance: A methodology for scalable and maintainable ontologies
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The Impact of Changes in Resolution on the Persistent Homology of Images
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The linkedness of cubical polytopes: The cube
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Unpacking human systems in data science innovations: Key innovator perspectives
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Using Context-Free Grammar to Generate Synthetic Technical Short Texts
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Using job characteristics to inform interface design for industrial maintenance procedures
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Variable Selection for Conveyor-Belt Mean Wear Rate Prediction
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Oct 17, 2022 15:20
John Hille
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Jul 05, 2022 07:53
Admin
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Jul 05, 2022 07:49
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Mar 29, 2021 04:00
John Hille
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