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Home > Advances in Knowledge Discovery and Data Mining: 23rd Pacific-Asia Conference, PAKDD 2019, Macau, China, April 14-17, 2019, Proceedings, Part I > Investigating Neighborhood Generation Methods for Explanations of Obscure Image Classifiers
Advances in Knowledge Discovery and Data Mining: 23rd Pacific-Asia Conference, PAKDD 2019, Macau, China, April 14-17, 2019, Proceedings, Part I |
Qiang Yang; Zhi-Hua Zhou; Zhiguo Gong; Min-Ling Zhang; Sheng-Jun Huang
Springer International Publishing
Advances in Knowledge Discovery and Data Mining: 23rd Pacific-Asia Conference, PAKDD 2019, Macau, China, April 14-17, 2019, Proceedings, Part I
Investigating Neighborhood Generation Methods for Explanations of Obscure Image Classifiers
Authors

Riccardo Guidotti; Anna Monreale; Leonardo Cariaggi

ARI Id

1665177296900_5172932

Access

Not Available Free

Pages

55-68

DOI

10.1007/978-3-030-16148-4_5

Chapter URL

https://rd.springer.com/chapter/10.1007/978-3-030-16148-4_5

Table of Contents of Book
Showing 1 to 20 of 55 entries
Chapters/HeadingsAuthor(s)PagesInfo
Front Matter
i-xl
Front Matter
1-1
Multitask Learning for Sparse Failure Prediction
Simon Luo; Victor W. Chu; Zhidong Li; Yang Wang; Jianlong Zhou; Fang Chen et al.
3-14
Cost Sensitive Learning in the Presence of Symmetric Label Noise
Sandhya Tripathi; Nandyala Hemachandra
15-28
Semantic Explanations in Ensemble Learning
Md. Zahidul Islam; Jixue Liu; Lin Liu; Jiuyong Li; Wei Kang
29-41
Latent Gaussian-Multinomial Generative Model for Annotated Data
Shuoran Jiang; Yarui Chen; Zhifei Qin; Jucheng Yang; Tingting Zhao; Chuanlei Zhang
42-54
Investigating Neighborhood Generation Methods for Explanations of Obscure Image Classifiers
Riccardo Guidotti; Anna Monreale; Leonardo Cariaggi
55-68
On Calibration of Nested Dichotomies
Tim Leathart; Eibe Frank; Bernhard Pfahringer; Geoffrey Holmes
69-80
Ensembles of Nested Dichotomies with Multiple Subset Evaluation
Tim Leathart; Eibe Frank; Bernhard Pfahringer; Geoffrey Holmes
81-93
Front Matter
95-95
Topic-Level Bursty Study for Bursty Topic Detection in Microblogs
Yakun Wang; Zhongbao Zhang; Sen Su; Muhammad Azam Zia
97-109
Adaptively Transfer Category-Classifier for Handwritten Chinese Character Recognition
Yongchun Zhu; Fuzhen Zhuang; Jingyuan Yang; Xi Yang; Qing He
110-122
Syntax-Aware Representation for Aspect Term Extraction
Jingyuan Zhang; Guangluan Xu; Xinyi Wang; Xian Sun; Tinglei Huang
123-134
Short Text Similarity Measurement Based on Coupled Semantic Relation and Strong Classification Features
Huifang Ma; Wen Liu; Zhixin Li; Xianghong Lin
135-147
A Novel Hybrid Sequential Model for Review-Based Rating Prediction
Yuanquan Lu; Wei Zhang; Pan Lu; Jianyong Wang
148-159
Integrating Topic Model and Heterogeneous Information Network for Aspect Mining with Rating Bias
Yugang Ji; Chuan Shi; Fuzhen Zhuang; Philip S. Yu
160-171
Dependency-Aware Attention Model for Emotion Analysis for Online News
Xue Zhao; Ying Zhang; Xiaojie Yuan
172-184
Multi-task Learning for Target-Dependent Sentiment Classification
Divam Gupta; Kushagra Singh; Soumen Chakrabarti; Tanmoy Chakraborty
185-197
SC-NER: A Sequence-to-Sequence Model with Sentence Classification for Named Entity Recognition
Yu Wang; Yun Li; Ziye Zhu; Bin Xia; Zheng Liu
198-209
BAB-QA: A New Neural Model for Emotion Detection in Multi-party Dialogue
Zilong Wang; Zhaohong Wan; Xiaojun Wan
210-221
Chapters/HeadingsAuthor(s)PagesInfo
Showing 1 to 20 of 55 entries
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