Full metadata record
| DC Field | Value | Language |
|---|---|---|
| dc.contributor.advisor | 최지환 | - |
| dc.contributor.author | Jaemyeong Eo | - |
| dc.date.accessioned | 2022-07-07T02:29:24Z | - |
| dc.date.available | 2022-07-07T02:29:24Z | - |
| dc.date.issued | 2021 | - |
| dc.identifier.uri | http://dgist.dcollection.net/common/orgView/200000368542 | en_US |
| dc.identifier.uri | http://hdl.handle.net/20.500.11750/16732 | - |
| dc.description.statementofresponsibility | N | - |
| dc.description.tableofcontents | Abstract i List of contents ii I. INTRODUCTION 1.1 Machine Learning Model Interpretability 1 1.2 Curriculum Learning 2 1.3 Contributions and Overview of Thesis 2 II. BATCH-WISE POST-HOC ANALYSIS FOR IMAGE CLASSIFICATION 2.1 Dataset 3 2.2 Neural Network Model and Experiment Environment 3 2.3 Experiment Design 4 2.4 Result Analysis 4 III. CONCLUSION AND FUTURE WORK 3.1 Concluding remarks 9 3.2 Future work 9 IV. Appendix 4.1 Python code 10 References 13 요약문 14 |
- |
| dc.format.extent | 14 | - |
| dc.language | eng | - |
| dc.publisher | DGIST | - |
| dc.subject | Deep Learning, Convolutional Neural Network, Curriculum Learning, Model Interpretability, 심층신경망, 설명 가능한 모델, 커리큘럼 학습 | - |
| dc.title | Post-hoc Analysis of Trained Classification Models for Interpretability | - |
| dc.title.alternative | 설명 가능한 심층신경망 모델학습 방법론 분석 | - |
| dc.type | Thesis | - |
| dc.identifier.doi | 10.22677/thesis.200000368542 | - |
| dc.description.degree | Master | - |
| dc.contributor.department | Information and Communication Engineering | - |
| dc.contributor.coadvisor | Sunghoon Im | - |
| dc.date.awarded | 2021/02 | - |
| dc.publisher.location | Daegu | - |
| dc.description.database | dCollection | - |
| dc.citation | XT.IM 어73 202102 | - |
| dc.contributor.alternativeDepartment | 정보통신융합전공 | - |
| dc.embargo.liftdate | 2026-02-28 | - |
| dc.contributor.affiliatedAuthor | Jaemyeong Eo | - |
| dc.contributor.affiliatedAuthor | Jihwan Choi | - |
| dc.contributor.affiliatedAuthor | Sunghoon Im | - |
| dc.contributor.alternativeName | 어재명 | - |
| dc.contributor.alternativeName | Jihwan Choi | - |
| dc.contributor.alternativeName | 임성훈 | - |
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