23 citations
- The University of SydneyAU3 papers
- The Open UniversityGB2 papers
- Université de MontréalCA2 papers
- Allegheny Intermediate UnitUS1 paper
- American Museum of Natural HistoryUS1 paper
- Amherst CollegeUS1 paper
- Australian Centre for Robotic VisionAU1 paper
- Backyard Brains (United States)US1 paper
- California Institute of TechnologyUS1 paper
- Community Science and Data CenterUS1 paper
- Glenn Research CenterUS1 paper
- Hunter CollegeUS1 paper
7 papers
New Cold Subdwarf Discoveries from Backyard Worlds and a Metallicity Classification System for T Subdwarfs
Adam J. Burgasser, Adam C. Schneider, Aaron M. Meisner +36
We report the results of a spectroscopic survey of candidate T subdwarfs identified by the Backyard Worlds: Planet 9 program. Near-infrared spectra of 31 sources with red co…
Thirteen New M Dwarf + T Dwarf Pairs Identified with WISE/NEOWISE
Federico Marocco, J. Davy Kirkpatrick, Adam C. Schneider +31
We present the discovery of 13 new widely separated T dwarf companions to M dwarf primaries, identified using WISE/NEOWISE data by the CatWISE and Backyard Worlds: Planet 9 project…
Unsupervised ore/waste classification on open-cut mine faces using close-range hyperspectral data
Lloyd Windrim, Arman Melkumyan, Richard J. Murphy +2
The remote mapping of minerals and discrimination of ore and waste on surfaces are important tasks for geological applications such as those in mining. Such tasks have become possi…
Automation and AI Technology in Surface Mining With a Brief Introduction to Open-Pit Operations in the Pilbara
Raymond Leung, Andrew J Hill, Arman Melkumyan
This survey article provides a synopsis on some of the engineering problems, technological innovations, robotic development and automation efforts encountered in the mining industr…
A Machine Learning Approach for Material Type Logging and Chemical Assaying from Autonomous Measure-While-Drilling (MWD) Data
Rami N Khushaba, Arman Melkumyan, Andrew J Hill
Understanding the structure and mineralogical composition of a region is an essential step in mining, both during exploration (before mining) and in the mining process. During expl…
Optimization of distributions differences for classification
Mohammad Reza Bonyadi, Quang M. Tieng, David C. Reutens
In this paper we introduce a new classification algorithm called Optimization of Distributions Differences (ODD). The algorithm aims to find a transformation from the feature space…