Results 31 to 40 of about 109,549 (291)

Improving modular classification rule induction with G-Prism using dynamic rule term boundaries [PDF]

, 2017
Modular classification rule induction for predictive analytics is an alternative and expressive approach to rule induction as opposed to decision tree based classifiers.
Almutairi, Manal, Bramer, Max, Stahl, Frederic   +2 more
core   +1 more source

Architectures for evolving fuzzy rule-based classifiers [PDF]

2007 IEEE International Conference on Systems, Man and Cybernetics, 2007
In this paper the recently introduced evolving fuzzy classifier method called eClass is studied in respect to its architecture and evolution of the fuzzy rule-base. The proposed classifier has an open/evolving structure and can start 'from scratch', learning and adapting to the new data samples. Alternatively, if an initial fuzzy rule-based classifier,
Angelov, Plamen, Zhou, Xiaowei, Filev, Dimitar, Lughofer, Edwin   +3 more
openaire   +1 more source

Improving an Association Rule Based Classifier [PDF]

, 2000
Existing classification algorithms in machine learning mainly use heuristic search to find a subset of regularities in data for classification. In the past few years, extensive research was done in the database community on learning rules using exhaustive search under the name of association rule mining.
Bing Liu, Yiming Ma, Ching Kian Wong
openaire   +1 more source

Coverage-Based Classification Using Association Rule Mining

Applied Sciences, 2020
Building accurate and compact classifiers in real-world applications is one of the crucial tasks in data mining nowadays. In this paper, we propose a new method that can reduce the number of class association rules produced by classical class association
Jamolbek Mattiev, Branko Kavsek
doaj   +1 more source

A Study of Different Classifier Combination Approaches for Handwritten Indic Script Recognition

Journal of Imaging, 2018
Script identification is an essential step in document image processing especially when the environment is multi-script/multilingual. Till date researchers have developed several methods for the said problem.
Anirban Mukhopadhyay, Pawan Kumar Singh, Ram Sarkar, Mita Nasipuri   +3 more
doaj   +1 more source

A Logical Foundation for Environment Classifiers [PDF]

, 2010
Taha and Nielsen have developed a multi-stage calculus {\lambda}{\alpha} with a sound type system using the notion of environment classifiers. They are special identifiers, with which code fragments and variable declarations are annotated, and their ...
Atsushi Igarashi, Pierre-Louis Curien, Takeshi Tsukada   +2 more
core   +2 more sources

Finding a short and accurate decision rule in disjunctive normal form by exhaustive search [PDF]

, 2010
Greedy approaches suffer from a restricted search space which could lead to suboptimal classifiers in terms of performance and classifier size. This study discusses exhaustive search as an alternative to greedy search for learning short and accurate ...
A. Zoghbi, G. E. Andrews, G. I. Webb, I. H. Witten, J. A. Kors, J. Demšar, J. R. Quinlan, J. R. Quinlan, Jan A. Kors, N. Lavrač, P. Clark, Peter R. Rijnbeek, R. Galen, R. Holte, S. Viaene, S. Weiss, T. Dietterich, T. Mitchell, U. Fayyad, U. Rückert   +19 more
core   +2 more sources

Reducing the Complexity of Genetic Fuzzy Classifiers in Highly-Dimensional Classification Problems [PDF]

International Journal of Computational Intelligence Systems, 2012
This paper introduces the Fast Iterative Rule-based Linguistic Classifier (FaIRLiC), a Genetic Fuzzy Rule-Based Classification System (GFRBCS) which targets at reducing the structural complexity of the resulting rule base, as well as its learning ...
DimitrisG. Stavrakoudis, GeorgiaN. Galidaki, IoannisZ. Gitas, JohnB. Theocharis   +3 more
doaj   +1 more source

A Recognition Method of Aggressive Driving Behavior Based on Ensemble Learning

Sensors, 2022
Aggressive driving behavior (ADB) is one of the main causes of traffic accidents. The accurate recognition of ADB is the premise to timely and effectively conduct warning or intervention to the driver. There are some disadvantages, such as high miss rate
Hanqing Wang, Xiaoyuan Wang, Junyan Han, Hui Xiang, Hao Li, Yang Zhang, Shangqing Li   +6 more
doaj   +1 more source

Clinical Insights Into Hypercalcemia of Malignancy in Childhood

Pediatric Blood &Cancer, EarlyView.
ABSTRACT Hypercalcemia of malignancy (HCM) is a rare but life‐threatening metabolic emergency in children that occurs in less than 1% of pediatric cancer cases, with a reported incidence ranging from 0.4% to 1.0% across different studies. While it is observed in 10%–20% of adult malignancies, pediatric HCM remains relatively uncommon.
Hüseyin Anıl Korkmaz
wiley   +1 more source