Browsing by Author "Deng, Jeremiah D."
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Analysis of the macroeconomic development of European and Asia-Pacific countries with the use of connectionist models
Kasabov, Nikola; Akpinar, H; Rizzi, L; Deng, Jeremiah D.The paper applies novel techniques for on-line, adaptive learning of macroeconomic data and a consecutive analysis and prediction. The evolving connectionist system paradigm (ECOS) is used in its two versions—unsupervised ... -
Automatic sapstain detection in processed timber through image feature analysis
Deng, Jeremiah D.Sapstain is considered a defect that must be removed from processed wood. So far, research in automatic wood inspection systems has been mostly limited to dealing with knots. In this paper, we extract a number of colour ... -
Modelling semantic context for novelty detection in wildlife scenes
Yong, Suet-Peng; Deng, Jeremiah D.; Purvis, Martin K.Novelty detection is an important functionality that has found many applications in information retrieval and processing. In this paper we propose a novel framework that deals with novelty detection for multiple-scene image ... -
Software effort estimation: Harmonizing algorithms and domain knowledge in an integrated data mining approach
Purvis, Martin; Deng, Jeremiah D.; Purvis, Maryam A.Software development effort estimation is important for quality management in the software development industry, yet its automation still remains a challenging issue. Applying machine learning algorithms alone often can ...