Synthesis Lectures on Artificial Intelligence and Machine Learning

3.2(top 10%)

impact factor

382(top 50%)

papers

7.6K(top 20%)

citations

40(top 20%)

h-index

3.3(top 10%)

extended IF

470

all documents

8.1K

doc citations

87(top 10%)

g-index

Top Articles

#	Title	Journal	Year	Citations
1	Introduction to Semi-Supervised Learning	Synthesis Lectures on Artificial Intelligence and Machine Learning	2009	930
2	Active Learning	Synthesis Lectures on Artificial Intelligence and Machine Learning	2012	690
3	Introduction to Semi-Supervised Learning	Synthesis Lectures on Artificial Intelligence and Machine Learning	2009	510
4	Algorithms for Reinforcement Learning	Synthesis Lectures on Artificial Intelligence and Machine Learning	2010	404
5	Markov Logic: An Interface Layer for Artificial Intelligence	Synthesis Lectures on Artificial Intelligence and Machine Learning	2009	393
6	Active Learning	Synthesis Lectures on Artificial Intelligence and Machine Learning	2012	339
7	Learning with Support Vector Machines	Synthesis Lectures on Artificial Intelligence and Machine Learning	2011	250
8	Federated Learning	Synthesis Lectures on Artificial Intelligence and Machine Learning	2019	232
9	Graph Representation Learning	Synthesis Lectures on Artificial Intelligence and Machine Learning	2020	223
10	Algorithms for Reinforcement Learning	Synthesis Lectures on Artificial Intelligence and Machine Learning	2010	200
11	Essentials of Game Theory: A Concise Multidisciplinary Introduction	Synthesis Lectures on Artificial Intelligence and Machine Learning	2008	170
12	Answer Set Solving in Practice	Synthesis Lectures on Artificial Intelligence and Machine Learning	2012	158
13	Lifelong Machine Learning	Synthesis Lectures on Artificial Intelligence and Machine Learning	2018	149
14	Lifelong Machine Learning	Synthesis Lectures on Artificial Intelligence and Machine Learning	2016	144
15	Computational Aspects of Cooperative Game Theory	Synthesis Lectures on Artificial Intelligence and Machine Learning	2011	137
16	Graph Representation Learning	Synthesis Lectures on Artificial Intelligence and Machine Learning	2020	135
17	Lifelong Machine Learning, Second Edition	Synthesis Lectures on Artificial Intelligence and Machine Learning	2018	129
18	Federated Learning	Synthesis Lectures on Artificial Intelligence and Machine Learning	2020	125
19	Essentials of Game Theory	Synthesis Lectures on Artificial Intelligence and Machine Learning	2008	120
20	Statistical Relational Artificial Intelligence: Logic, Probability, and Computation	Synthesis Lectures on Artificial Intelligence and Machine Learning	2016	119
21	Data Integration: The Relational Logic Approach	Synthesis Lectures on Artificial Intelligence and Machine Learning	2010	116
22	Markov Logic	Synthesis Lectures on Artificial Intelligence and Machine Learning	2009	111
23	A Concise Introduction to Models and Methods for Automated Planning	Synthesis Lectures on Artificial Intelligence and Machine Learning	2013	101
24	Human Computation	Synthesis Lectures on Artificial Intelligence and Machine Learning	2011	96
25	General Game Playing	Synthesis Lectures on Artificial Intelligence and Machine Learning	2014	91
26	Robot Learning from Human Teachers	Synthesis Lectures on Artificial Intelligence and Machine Learning	2014	90
27	A Concise Introduction to Multiagent Systems and Distributed Artificial Intelligence	Synthesis Lectures on Artificial Intelligence and Machine Learning	2007	82
28	Visual Object Recognition	Synthesis Lectures on Artificial Intelligence and Machine Learning	2011	75
29	Adversarial Machine Learning	Synthesis Lectures on Artificial Intelligence and Machine Learning	2018	75
30	Metric Learning	Synthesis Lectures on Artificial Intelligence and Machine Learning	2015	69
31	Learning with Support Vector Machines	Synthesis Lectures on Artificial Intelligence and Machine Learning	2011	68
32	Computational Aspects of Cooperative Game Theory	Synthesis Lectures on Artificial Intelligence and Machine Learning	2012	66
33	Statistical Relational Artificial Intelligence	Synthesis Lectures on Artificial Intelligence and Machine Learning	2016	65
34	Graph-Based Semi-Supervised Learning	Synthesis Lectures on Artificial Intelligence and Machine Learning	2014	60
35	Planning with Markov Decision Processes: An AI Perspective	Synthesis Lectures on Artificial Intelligence and Machine Learning	2012	53
36	Representations and Techniques for 3D Object Recognition and Scene Interpretation	Synthesis Lectures on Artificial Intelligence and Machine Learning	2011	51
37	Strategic Voting	Synthesis Lectures on Artificial Intelligence and Machine Learning	2018	50
38	Introduction to Logic Programming	Synthesis Lectures on Artificial Intelligence and Machine Learning	2020	48
39	A Concise Introduction to Models and Methods for Automated Planning	Synthesis Lectures on Artificial Intelligence and Machine Learning	2013	46
40	Answer Set Solving in Practice	Synthesis Lectures on Artificial Intelligence and Machine Learning	2013	45
41	Action Programming Languages	Synthesis Lectures on Artificial Intelligence and Machine Learning	2008	43
42	Planning with Markov Decision Processes	Synthesis Lectures on Artificial Intelligence and Machine Learning	2012	43
43	Robot Learning from Human Teachers	Synthesis Lectures on Artificial Intelligence and Machine Learning	2014	39
44	A Short Introduction to Preferences	Synthesis Lectures on Artificial Intelligence and Machine Learning	2011	38
45	Human Computation	Synthesis Lectures on Artificial Intelligence and Machine Learning	2011	38
46	General Game Playing	Synthesis Lectures on Artificial Intelligence and Machine Learning	2014	36
47	Introduction to Intelligent Systems in Traffic and Transportation	Synthesis Lectures on Artificial Intelligence and Machine Learning	2013	35
48	Multi-Objective Decision Making	Synthesis Lectures on Artificial Intelligence and Machine Learning	2017	35
49	An Introduction to the Planning Domain Definition Language	Synthesis Lectures on Artificial Intelligence and Machine Learning	2019	35
50	Judgment Aggregation: A Primer	Synthesis Lectures on Artificial Intelligence and Machine Learning	2014	35

Scientometrics

Overviews

Citing Bodies

Synthesis Lectures on Artificial Intelligence and Machine Learning

Top Articles