A glance at structural classifiers and their applications
Publish place: The Second National Conference on New Approaches in Computer and Electrical Engineering
Publish Year: 1395
نوع سند: مقاله کنفرانسی
زبان: English
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شناسه ملی سند علمی:
BPJ02_188
تاریخ نمایه سازی: 11 آبان 1395
Abstract:
Machine learning is an important field in computer science which explores the study and construction of algorithms that can learn from and make predictions on data. Such algorithms build a model from example inputs and make data-driven predictions or decisions. Knowledge engineers built hundreds of expert systems which enjoy these kind of AI algorithms and are used in industry. this paper briefly explains and surveys the application of some famous machine learning algorithms such as decision tree, AdaBoost decision trees, neural Networks and k-Nearest Neighbors in real life and industry applications like educational systems, making credit decisions, bankruptcy,etc.
Keywords:
Machine learning , decision tree , AdaBoost decision trees , neural Networks and k-Nearest neighbors
Authors
Neda Hajiakhoond Bidoki
Department of Computer Engineering, Sharif University of Technology,
Masoud Baghbahari Baghdadabad
Department of Electrical Engineering, Sharif University of Technology,