ACM Computing Surveys
SCIE-ISI SCOPUS (1969-2023)
0360-0300
1557-7341
Mỹ
Cơ quản chủ quản: ASSOC COMPUTING MACHINERY , Association for Computing Machinery (ACM)
Lĩnh vực:
Theoretical Computer ScienceComputer Science (miscellaneous)
Các bài báo tiêu biểu
Data clusteringClustering is the unsupervised classification of patterns (observations, data items, or feature vectors) into groups (clusters). The clustering problem has been addressed in many contexts and by researchers in many disciplines; this reflects its broad appeal and usefulness as one of the steps in exploratory data analysis. However, clustering is a difficult problem combinatorially, and diff... ...
Tập 31 Số 3 - Trang 264-323 - 1999
Anomaly detectionAnomaly detection is an important problem that has been researched within diverse research areas and application domains. Many anomaly detection techniques have been specifically developed for certain application domains, while others are more generic. This survey tries to provide a structured and comprehensive overview of the research on anomaly detection. We have grouped existing techniq... ...
Tập 41 Số 3 - Trang 1-58 - 2009
Machine learning in automated text categorizationThe automated categorization (or classification) of texts into predefined categories has witnessed a booming interest in the last 10 years, due to the increased availability of documents in digital form and the ensuing need to organize them. In the research community the dominant approach to this problem is based on machine learning techniques: a general inductive process automatically bui... ...
Tập 34 Số 1 - Trang 1-47 - 2002
Voronoi diagrams—a survey of a fundamental geometric data structure
Tập 23 Số 3 - Trang 345-405 - 1991
A survey of image registration techniquesRegistration is a fundamental task in image processing used to match two or more pictures taken, for example, at different times, from different sensors, or from different viewpoints. Virtually all large systems which evaluate images require the registration of images, or a closely related operation, as an intermediate step. Specific examples of systems where image registration is a signif... ...
Tập 24 Số 4 - Trang 325-376 - 1992
The interdisciplinary study of coordination
This survey characterizes an emerging research area, sometimes called
coordination theory
, that focuses on the interdisciplinary study of coordination. Research in this area uses and extends ideas about coordination from disciplines such as computer science, organization theory, operations research, economics, linguistics, an... ...
Tập 26 Số 1 - Trang 87-119 - 1994
A survey on concept drift adaptationConcept drift primarily refers to an online supervised learning scenario when the relation between the input data and the target variable changes over time. Assuming a general knowledge of supervised learning in this article, we characterize adaptive learning processes; categorize existing strategies for handling concept drift; overview the most representative, distinct, and popular techni... ...
Tập 46 Số 4 - Trang 1-37 - 2014
What every computer scientist should know about floating-point arithmeticFloating-point arithmetic is considered as esoteric subject by many people. This is rather surprising, because floating-point is ubiquitous in computer systems: Almost every language has a floating-point datatype; computers from PCs to supercomputers have floating-point accelerators; most compilers will be called upon to compile floating-point algorithms from time to time; and virtually ev... ...
Tập 23 Số 1 - Trang 5-48 - 1991
Feature SelectionFeature selection, as a data preprocessing strategy, has been proven to be effective and efficient in preparing data (especially high-dimensional data) for various data-mining and machine-learning problems. The objectives of feature selection include building simpler and more comprehensible models, improving data-mining performance, and preparing clean, understandable data. The recent prol... ...
Tập 50 Số 6 - Trang 1-45 - 2018