Landscape aware algorithm selection for feature selection by Mostert, Werner

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Comparison of growth curve models for assessing height in a South African birth cohort by Niehaus, Jacqui

“…Methods for variable importance in classification problems using tree-based methods were explored. …”
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A detailed characterization of soils under different fynbos-climate-geology combinations in the South-Western Cape by Fry, M. St. L

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The new administrative landscape- implications of managerialism for administrative law by De Villiers, David Pieter

“…But the scheme of classification which has been adopted is in truth simplistic and misleading.…”
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A taxonomic revision of Southern African Cassinoideae (Celastraceae)

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Diagnosis and prognosis of rolling element bearings at low speeds and varying load conditions using higher order statistics and artificial intelligence

“…In classifying faults in rolling element bearings (REBs) at low speeds and under varying load conditions, support vector machines for regression and genetic algorithm (SVMGA) which is a supervised machine learning algorithm can be used for its classification or regression problems. Using a technique called the kernel, transforms the data and finds an optimal boundary between the possible outputs. …”
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Development of new methods for nonintrusive induction motor energy efficiency estimation by Aminu, Muhammad

“…The method uses a modified inverse Г-model equivalent circuit with series core loss arrangement to mitigate the inherent problems of higher computational burden and parameter redundancy associated with the conventional equivalent circuit method. …”
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Taxonomic studies on the genus Crassula L by Tolken, H R

“…Problems in determining the original basic number and the high percentage of polyploidy with various rainfall conditions are evaluated. …”
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Implementation and Performance Evaluation of an NGN prototype using WiMax as an Access Technology by Malila, Bessie

“…Numerous proposals for solving the end-to-end QoS problem in IP networks have adopted policy-based management, use of signalling protocols for communicating applications QoS requirements across different Network Elements and QoS provisioning in Network Elements. …”
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The treatment of uncertainty in construction price modelling by Strez, Henryk Andrzej Leon

“…As a possible solution to the problem of uncertainty, an expert system environment, utilising a three-dimensional classification of uncertainty, has been proposed. …”
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Digital Forensics in Second Life

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Label-dependent splitting for multi-label data by Muller, Annegret

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Tebelelonyaki_i_o ya nonwanekakanywa ya Sepedi

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Exploring the relationship between multimodal magnetic resonance neuroimaging and cognitive outcomes in children: applying machine learning algorithms to brain MRI features to pred... by Khobo, Isaac

“…PLMs, SVMs/SVR, and DTEs performed poorly for the regression problem; the predic-tive models led to small training and fitting errors but high generalised CV errors. …”
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Precision feeding of feedlot cattle based on phenotypic production profiles that predict performance

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Feasibility of converting existing residential buildings to net zero-energy buildings in Egypt by Albadry, Somaya

“…The research suggests the nZEB (net zero-energy buildings) methodology as a possible solution for the problem and provides a guideline to be used among the rest of existing building types. …”
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On becoming citizens of the 'non-existent': Violence, document-production and Syrian war-time migration in Abkhazia by Abaza, Jihad

“…The idea is that these categories, often considered “problem categories,” stem from and float around the concept of the “state.” …”
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Vector acoustic miss distance indication by Thomson, R G W

“…Of these, acoustic means appeared to offer a cheap and simple solution to the measurement problem. The author then explored the principles and potential of Acoustic Miss Distance indication and arrived at the conclusion that such a system, based on measurements of the period of the shockwave accompanying a supers6nic shell, would be feasible. …”
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