دانلود کتاب Computational Methods for the Innovative Design of Electrical Devices

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Cover......Page 1
Front Matter......Page 2
Training......Page 4
Prediction......Page 5
Other Baselines: Frequency and Recency......Page 7
Study Description......Page 8
Usage and Predictions......Page 10
Motivation......Page 11
Sampling from Seen and Unseen Recipients......Page 13
Discussion and Related Work......Page 14
Inter-Annotator Agreement......Page 19
Conclusions and Related Work......Page 20
Evidence for Sequential Correlation of Email Acts......Page 24
Speech Act Theory......Page 26
Collective Classification Algorithm......Page 27
Email Acts and Other Applications......Page 29
Segmentation......Page 30
Logging......Page 6
A Taxonomy of Email Acts......Page 16
Models......Page 3
Overview......Page 12
Adoption......Page 9
Introduction......Page 15
Corpus......Page 18
Classifying Email into Acts......Page 21
Collective Classification of Email Acts......Page 22
Predicting Acts from Surrounding Acts......Page 25
Experiments......Page 28
Discussion......Page 33
Preprocessing and N-Gram Features......Page 34
Experiments......Page 38
Speech Act Theory......Page 40
Dialog Act Tagging......Page 41
Email Acts and Other Applications......Page 43
Segmentation......Page 44
Introduction......Page 45
The Enron Dataset......Page 46
Leak Criteria......Page 48
Baselines: Using Textual Content......Page 50
Reranking with Social Network Information......Page 52
Finding Real Email Leaks......Page 55
Sampling from Seen and Unseen Recipients......Page 57
Leak Prediction Results......Page 58
Discussion and Related Work......Page 60
Evidence of Message Addressing Problems......Page 62
Data Preprocessing and Task Definition......Page 63
Models......Page 64
Expert Search Model 1......Page 65
Expert Search Model 2......Page 66
TFIDF Classifier......Page 67
Other Baselines: Frequency and Recency......Page 68
Initial Results......Page 69
Rank Aggregation......Page 71
Email Auto-completion......Page 73
Discussion and Related Work......Page 75
Introduction......Page 78
Algorithms......Page 79
Training......Page 81
Prediction......Page 82
Logging......Page 83
Study Description......Page 85
Adoption......Page 86
Usage and Predictions......Page 87
Baseline Comparison......Page 93
Discussion......Page 96
Conclusions and Related Work......Page 97
Conclusions......Page 99
Back Matter......Page 101