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Encyclopedia of Machine Learning

Overview of attention for book
Cover of 'Encyclopedia of Machine Learning'

Table of Contents

  1. Altmetric Badge
    Book Overview
  2. Altmetric Badge
    Chapter 1 Abduction
  3. Altmetric Badge
    Chapter 2 Absolute Error Loss
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    Chapter 3 Accuracy
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    Chapter 4 ACO
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    Chapter 5 Actions
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    Chapter 6 Active Learning
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    Chapter 7 Active Learning Theory
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    Chapter 8 Adaboost
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    Chapter 9 Adaptive Control Processes
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    Chapter 10 Adaptive Real-Time Dynamic Programming
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    Chapter 11 Adaptive Resonance Theory
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    Chapter 12 Adaptive System
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    Chapter 13 Agent
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    Chapter 14 Agent-Based Computational Models
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    Chapter 15 Agent-Based Modeling and Simulation
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    Chapter 16 Agent-Based Simulation Models
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    Chapter 17 AIS
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    Chapter 18 Algorithm Evaluation
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    Chapter 19 Analogical Reasoning
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    Chapter 20 Analysis of Text
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    Chapter 21 Analytical Learning
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    Chapter 22 Ant Colony Optimization
  24. Altmetric Badge
    Chapter 23 Anytime Algorithm
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    Chapter 24 AODE
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    Chapter 25 Apprenticeship Learning
  27. Altmetric Badge
    Chapter 26 Approximate Dynamic Programming
  28. Altmetric Badge
    Chapter 27 Apriori Algorithm
  29. Altmetric Badge
    Chapter 28 Area Under Curve
  30. Altmetric Badge
    Chapter 29 AQ
  31. Altmetric Badge
    Chapter 30 ARL
  32. Altmetric Badge
    Chapter 31 Encyclopedia of Machine Learning
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    Chapter 32 ARTDP
  34. Altmetric Badge
    Chapter 33 Artificial Immune Systems
  35. Altmetric Badge
    Chapter 34 Encyclopedia of Machine Learning
  36. Altmetric Badge
    Chapter 35 Artificial Neural Networks
  37. Altmetric Badge
    Chapter 36 Artificial Societies
  38. Altmetric Badge
    Chapter 37 Assertion
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    Chapter 38 Association Rule
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    Chapter 39 Associative Bandit Problem
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    Chapter 40 Associative Reinforcement Learning
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    Chapter 41 Attribute
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    Chapter 42 Attribute Selection
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    Chapter 43 Attribute-Value Learning
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    Chapter 44 AUC
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    Chapter 45 Autonomous Helicopter Flight Using Reinforcement Learning
  47. Altmetric Badge
    Chapter 46 Average-Cost Neuro-Dynamic Programming
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    Chapter 47 Average-Cost Optimization
  49. Altmetric Badge
    Chapter 48 Averaged One-Dependence Estimators
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    Chapter 49 Average-Reward Reinforcement Learning
  51. Altmetric Badge
    Chapter 50 Backprop
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    Chapter 51 Backpropagation
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    Chapter 52 Bagging
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    Chapter 53 Bake-Off
  55. Altmetric Badge
    Chapter 54 Bandit Problem with Side Information
  56. Altmetric Badge
    Chapter 55 Bandit Problem with Side Observations
  57. Altmetric Badge
    Chapter 56 Basic Lemma
  58. Altmetric Badge
    Chapter 57 Basket Analysis
  59. Altmetric Badge
    Chapter 58 Batch Learning
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    Chapter 59 Baum-Welch Algorithm
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    Chapter 60 Bayes Adaptive Markov Decision Processes
  62. Altmetric Badge
    Chapter 61 Bayes Net
  63. Altmetric Badge
    Chapter 62 Bayes Rule
  64. Altmetric Badge
    Chapter 63 Bayesian Methods
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    Chapter 64 Bayesian Model Averaging
  66. Altmetric Badge
    Chapter 65 Bayesian Network
  67. Altmetric Badge
    Chapter 66 Bayesian Nonparametric Models
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    Chapter 67 Bayesian Reinforcement Learning
  69. Altmetric Badge
    Chapter 68 Encyclopedia of Machine Learning
  70. Altmetric Badge
    Chapter 69 Encyclopedia of Machine Learning
  71. Altmetric Badge
    Chapter 70 Belief State Markov Decision Processes
  72. Altmetric Badge
    Chapter 71 Bellman Equation
  73. Altmetric Badge
    Chapter 72 Bias
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    Chapter 73 Bias Specification Language
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    Chapter 74 Bias Variance Decomposition
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    Chapter 75 Bias-Variance Trade-offs: Novel Applications
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    Chapter 76 Bias-Variance Trade-offs
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    Chapter 77 Bias-Variance-Covariance Decomposition
  79. Altmetric Badge
    Chapter 78 Bilingual Lexicon Extraction
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    Chapter 79 Binning
  81. Altmetric Badge
    Chapter 80 Biological Learning: Synaptic Plasticity, Hebb Rule and Spike TimingDependent Plasticity
  82. Altmetric Badge
    Chapter 81 Biomedical Informatics
  83. Altmetric Badge
    Chapter 82 Blog Mining
  84. Altmetric Badge
    Chapter 83 Boltzmann Machines
  85. Altmetric Badge
    Chapter 84 Boosting
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    Chapter 85 Bottom Clause
  87. Altmetric Badge
    Chapter 86 Bounded Differences Inequality
  88. Altmetric Badge
    Chapter 87 BP
  89. Altmetric Badge
    Chapter 88 Breakeven Point
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    Chapter 89 C4.5
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    Chapter 90 Cannot-Link Constraint
  92. Altmetric Badge
    Chapter 91 Candidate-Elimination Algorithm
  93. Altmetric Badge
    Chapter 92 Cascade-Correlation
  94. Altmetric Badge
    Chapter 93 CART
  95. Altmetric Badge
    Chapter 94 Cascor
  96. Altmetric Badge
    Chapter 95 Case
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    Chapter 96 Case-Based Learning
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    Chapter 97 Case-Based Reasoning
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    Chapter 98 Categorical Attribute
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    Chapter 99 Categorical Data Clustering
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    Chapter 100 Categorization
  102. Altmetric Badge
    Chapter 101 Category
  103. Altmetric Badge
    Chapter 102 Causal Discovery
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    Chapter 103 Causality
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    Chapter 104 CBR
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    Chapter 105 CC
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    Chapter 106 Certainty Equivalence Principle
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    Chapter 107 Characteristic
  109. Altmetric Badge
    Chapter 108 City Block Distance
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    Chapter 109 Class
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    Chapter 110 Class Imbalance Problem
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    Chapter 111 Classification
  113. Altmetric Badge
    Chapter 112 Classification Algorithms
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    Chapter 113 Classification Learning
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    Chapter 114 Classification Tree
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    Chapter 115 Classifier Systems
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    Chapter 116 Clause
  118. Altmetric Badge
    Chapter 117 Clause Learning
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    Chapter 118 Click-Through Rate (CTR)
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    Chapter 119 Clonal Selection
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    Chapter 120 Closest Point
  122. Altmetric Badge
    Chapter 121 Cluster Editing
  123. Altmetric Badge
    Chapter 122 Cluster Ensembles
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    Chapter 123 Cluster Optimization
  125. Altmetric Badge
    Chapter 124 Clustering
  126. Altmetric Badge
    Chapter 125 Clustering Aggregation
  127. Altmetric Badge
    Chapter 126 Clustering Ensembles
  128. Altmetric Badge
    Chapter 127 Clustering from Data Streams
  129. Altmetric Badge
    Chapter 128 Clustering of Nonnumerical Data
  130. Altmetric Badge
    Chapter 129 Clustering with Advice
  131. Altmetric Badge
    Chapter 130 Clustering with Constraints
  132. Altmetric Badge
    Chapter 131 Clustering with Qualitative Information
  133. Altmetric Badge
    Chapter 132 Clustering with Side Information
  134. Altmetric Badge
    Chapter 133 CN2
  135. Altmetric Badge
    Chapter 134 Co-Training
  136. Altmetric Badge
    Chapter 135 Encyclopedia of Machine Learning
  137. Altmetric Badge
    Chapter 136 Coevolutionary Computation
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    Chapter 137 Coevolutionary Learning
  139. Altmetric Badge
    Chapter 138 Collaborative Filtering
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    Chapter 139 Collection
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    Chapter 140 Collective Classification
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    Chapter 141 Commercial Email Filtering
  143. Altmetric Badge
    Chapter 142 Committee Machines
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    Chapter 143 Community Detection
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    Chapter 144 Comparable Corpus
  146. Altmetric Badge
    Chapter 145 Competitive Coevolution
  147. Altmetric Badge
    Chapter 146 Competitive Learning
  148. Altmetric Badge
    Chapter 147 Complex Adaptive System
  149. Altmetric Badge
    Chapter 148 Complexity in Adaptive Systems
  150. Altmetric Badge
    Chapter 149 Complexity of Inductive Inference
  151. Altmetric Badge
    Chapter 150 Compositional Coevolution
  152. Altmetric Badge
    Chapter 151 Computational Complexity of Learning
  153. Altmetric Badge
    Chapter 152 Computational Discovery of Quantitative Laws
  154. Altmetric Badge
    Chapter 153 Encyclopedia of Machine Learning
  155. Altmetric Badge
    Chapter 154 Encyclopedia of Machine Learning
  156. Altmetric Badge
    Chapter 155 Conditional Random Field
  157. Altmetric Badge
    Chapter 156 Confirmation Theory
  158. Altmetric Badge
    Chapter 157 Confusion Matrix
  159. Altmetric Badge
    Chapter 158 Conjunctive Normal Form
  160. Altmetric Badge
    Chapter 159 Connection Strength
  161. Altmetric Badge
    Chapter 160 Connections Between Inductive Inference and Machine Learning
  162. Altmetric Badge
    Chapter 161 Connectivity
  163. Altmetric Badge
    Chapter 162 Consensus Clustering
  164. Altmetric Badge
    Chapter 163 Constrained Clustering
  165. Altmetric Badge
    Chapter 164 Constraint-Based Mining
  166. Altmetric Badge
    Chapter 165 Constructive Induction
  167. Altmetric Badge
    Chapter 166 Content Match
  168. Altmetric Badge
    Chapter 167 Content-Based Filtering
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    Chapter 168 Content-Based Recommending
  170. Altmetric Badge
    Chapter 169 Context-Sensitive Learning
  171. Altmetric Badge
    Chapter 170 Contextual Advertising
  172. Altmetric Badge
    Chapter 171 Continual Learning
  173. Altmetric Badge
    Chapter 172 Continuous Attribute
  174. Altmetric Badge
    Chapter 173 Contrast Set Mining
  175. Altmetric Badge
    Chapter 174 Cooperative Coevolution
  176. Altmetric Badge
    Chapter 175 Co-Reference Resolution
  177. Altmetric Badge
    Chapter 176 Correlation Clustering
  178. Altmetric Badge
    Chapter 177 Correlation-Based Learning
  179. Altmetric Badge
    Chapter 178 Cost
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    Chapter 179 Cost Function
  181. Altmetric Badge
    Chapter 180 Cost-Sensitive Classification
  182. Altmetric Badge
    Chapter 181 Cost-Sensitive Learning
  183. Altmetric Badge
    Chapter 182 Cost-to-Go Function Approximation
  184. Altmetric Badge
    Chapter 183 Covariance Matrix
  185. Altmetric Badge
    Chapter 184 Covering Algorithm
  186. Altmetric Badge
    Chapter 185 Encyclopedia of Machine Learning
  187. Altmetric Badge
    Chapter 186 Cross-Language Document Categorization
  188. Altmetric Badge
    Chapter 187 Cross-Language Information Retrieval
  189. Altmetric Badge
    Chapter 188 Cross-Language Question Answering
  190. Altmetric Badge
    Chapter 189 Cross-Lingual Text Mining
  191. Altmetric Badge
    Chapter 190 Cross-Validation
  192. Altmetric Badge
    Chapter 191 Cumulative Learning
  193. Altmetric Badge
    Chapter 192 Curse of Dimensionality
  194. Altmetric Badge
    Chapter 193 Data Mining On Text
  195. Altmetric Badge
    Chapter 194 Data Preparation
  196. Altmetric Badge
    Chapter 195 Data Preprocessing
  197. Altmetric Badge
    Chapter 196 Data Set
  198. Altmetric Badge
    Chapter 197 DBN
  199. Altmetric Badge
    Chapter 198 Decision Epoch
  200. Altmetric Badge
    Chapter 199 Decision List
  201. Altmetric Badge
    Chapter 200 Decision Lists and Decision Trees
  202. Altmetric Badge
    Chapter 201 Decision Rule
  203. Altmetric Badge
    Chapter 202 Decision Stump
  204. Altmetric Badge
    Chapter 203 Decision Threshold
  205. Altmetric Badge
    Chapter 204 Decision Tree
  206. Altmetric Badge
    Chapter 205 Decision Trees For Regression
  207. Altmetric Badge
    Chapter 206 Deductive Learning
  208. Altmetric Badge
    Chapter 207 Deduplication
  209. Altmetric Badge
    Chapter 208 Deep Belief Nets
  210. Altmetric Badge
    Chapter 209 Deep Belief Networks
  211. Altmetric Badge
    Chapter 210 Encyclopedia of Machine Learning
  212. Altmetric Badge
    Chapter 211 Density-Based Clustering
  213. Altmetric Badge
    Chapter 212 Dependency Directed Backtracking
  214. Altmetric Badge
    Chapter 213 Detail
  215. Altmetric Badge
    Chapter 214 Deterministic Decision Rule
  216. Altmetric Badge
    Chapter 215 Digraphs
  217. Altmetric Badge
    Chapter 216 Dimensionality Reduction
  218. Altmetric Badge
    Chapter 217 Dimensionality Reduction on Text via Feature Selection
  219. Altmetric Badge
    Chapter 218 Directed Graphs
  220. Altmetric Badge
    Chapter 219 Dirichlet Process
  221. Altmetric Badge
    Chapter 220 Discrete Attribute
  222. Altmetric Badge
    Chapter 221 Discretization
  223. Altmetric Badge
    Chapter 222 Discriminative Learning
  224. Altmetric Badge
    Chapter 223 Disjunctive Normal Form
  225. Altmetric Badge
    Chapter 224 Distance
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    Chapter 225 Distance Functions
  227. Altmetric Badge
    Chapter 226 Distance Measures
  228. Altmetric Badge
    Chapter 227 Distance Metrics
  229. Altmetric Badge
    Chapter 228 Distribution-Free Learning
  230. Altmetric Badge
    Chapter 229 Divide-and-Conquer Learning
  231. Altmetric Badge
    Chapter 230 Document Classification
  232. Altmetric Badge
    Chapter 231 Document Clustering
  233. Altmetric Badge
    Chapter 232 Dual Control
  234. Altmetric Badge
    Chapter 233 Duplicate Detection
  235. Altmetric Badge
    Chapter 234 Dynamic Bayesian Network
  236. Altmetric Badge
    Chapter 235 Dynamic Decision Networks
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    Chapter 236 Dynamic Memory Model
  238. Altmetric Badge
    Chapter 237 Dynamic Programming
  239. Altmetric Badge
    Chapter 238 Dynamic Programming For Relational Domains
  240. Altmetric Badge
    Chapter 239 Dynamic Systems
  241. Altmetric Badge
    Chapter 240 EBL
  242. Altmetric Badge
    Chapter 241 Echo State Network
  243. Altmetric Badge
    Chapter 242 ECOC
  244. Altmetric Badge
    Chapter 282 Encyclopedia of Machine Learning
  245. Altmetric Badge
    Chapter 327 Encyclopedia of Machine Learning
  246. Altmetric Badge
    Chapter 334 Encyclopedia of Machine Learning
  247. Altmetric Badge
    Chapter 353 Encyclopedia of Machine Learning
  248. Altmetric Badge
    Chapter 363 Encyclopedia of Machine Learning
  249. Altmetric Badge
    Chapter 388 Encyclopedia of Machine Learning
  250. Altmetric Badge
    Chapter 488 Locally Weighted Regression for Control
  251. Altmetric Badge
    Chapter 511 Encyclopedia of Machine Learning
  252. Altmetric Badge
    Chapter 594 Encyclopedia of Machine Learning
  253. Altmetric Badge
    Chapter 630 Particle Swarm Optimization
  254. Altmetric Badge
    Chapter 678 Encyclopedia of Machine Learning
  255. Altmetric Badge
    Chapter 885 1-Norm Distance
  256. Altmetric Badge
    Chapter 886 Bootstrap Sampling
  257. Altmetric Badge
    Chapter 892 Average-Payoff Reinforcement Learning
Overall attention for this book and its chapters
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About this Attention Score

  • In the top 5% of all research outputs scored by Altmetric
  • High Attention Score compared to outputs of the same age (93rd percentile)
  • High Attention Score compared to outputs of the same age and source (96th percentile)

Mentioned by

blogs
2 blogs
twitter
14 tweeters
patent
1 patent
facebook
1 Facebook page
wikipedia
4 Wikipedia pages
q&a
1 Q&A thread

Citations

dimensions_citation
344 Dimensions

Readers on

mendeley
767 Mendeley
You are seeing a free-to-access but limited selection of the activity Altmetric has collected about this research output. Click here to find out more.
Title
Encyclopedia of Machine Learning
Published by
ADS, January 2010
DOI 10.1007/978-0-387-30164-8
ISBNs
978-0-387-30768-8, 978-0-387-30164-8
Editors

Claude Sammut, Geoffrey I. Webb

Twitter Demographics

The data shown below were collected from the profiles of 14 tweeters who shared this research output. Click here to find out more about how the information was compiled.

Mendeley readers

The data shown below were compiled from readership statistics for 767 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
United Kingdom 8 1%
United States 8 1%
France 4 <1%
Brazil 3 <1%
Malaysia 2 <1%
Spain 2 <1%
Turkey 2 <1%
Egypt 2 <1%
Germany 2 <1%
Other 11 1%
Unknown 723 94%

Demographic breakdown

Readers by professional status Count As %
Student > Master 193 25%
Student > Ph. D. Student 177 23%
Student > Bachelor 97 13%
Researcher 72 9%
Student > Doctoral Student 41 5%
Other 99 13%
Unknown 88 11%
Readers by discipline Count As %
Computer Science 304 40%
Engineering 152 20%
Mathematics 30 4%
Agricultural and Biological Sciences 27 4%
Physics and Astronomy 17 2%
Other 116 15%
Unknown 121 16%

Attention Score in Context

This research output has an Altmetric Attention Score of 30. This is our high-level measure of the quality and quantity of online attention that it has received. This Attention Score, as well as the ranking and number of research outputs shown below, was calculated when the research output was last mentioned on 17 November 2020.
All research outputs
#746,318
of 16,292,680 outputs
Outputs from ADS
#370
of 30,255 outputs
Outputs of similar age
#18,564
of 267,475 outputs
Outputs of similar age from ADS
#8
of 250 outputs
Altmetric has tracked 16,292,680 research outputs across all sources so far. Compared to these this one has done particularly well and is in the 95th percentile: it's in the top 5% of all research outputs ever tracked by Altmetric.
So far Altmetric has tracked 30,255 research outputs from this source. They receive a mean Attention Score of 4.4. This one has done particularly well, scoring higher than 98% of its peers.
Older research outputs will score higher simply because they've had more time to accumulate mentions. To account for age we can compare this Altmetric Attention Score to the 267,475 tracked outputs that were published within six weeks on either side of this one in any source. This one has done particularly well, scoring higher than 93% of its contemporaries.
We're also able to compare this research output to 250 others from the same source and published within six weeks on either side of this one. This one has done particularly well, scoring higher than 96% of its contemporaries.