首页>外文会议>Third IFIP TC 5, TC 12, WG 8.4, WG 8.9, WG 12.9 International Cross-Domain Conference for Machine Learning and Knowledge Extraction

Third IFIP TC 5, TC 12, WG 8.4, WG 8.9, WG 12.9 International Cross-Domain Conference for Machine Learning and Knowledge Extraction

召开年：2019
召开地：Canterbury(GB)
出版时间：-

会议文集：-

会议论文

热门论文

全部论文

全选（0）

1.Package and Classify Wireless Product Features to Their Sales Items and Categories Automatically

机译：自动将无线产品功能打包并分类到其销售项目和类别
- 作者：Haitao Tang;Pauliina Eraluuli
- 会议名称：《Third IFIP TC 5, TC 12, WG 8.4, WG 8.9, WG 12.9 International Cross-Domain Conference for Machine Learning and Knowledge Extraction》 | 2019年
- Natural Language Processing;
- NLP;
- Machine Learning;
- ML;
- Process automation;
- ML based decision making;
- LTE;
- 5G;
- Business Digitalization;
- Pricing;
2.Temporal Diagnosis of Discrete-Event Systems with Dual Knowledge Compilation

机译：具有双重知识编辑的离散事件系统的时间诊断
- 作者：Nicola Bertoglio;Gianfranco Lamperti;Marina Zanella
- 会议名称：《Third IFIP TC 5, TC 12, WG 8.4, WG 8.9, WG 12.9 International Cross-Domain Conference for Machine Learning and Knowledge Extraction》 | 2019年
- Diagnosis;
- Discrete-event systems;
- Automata;
- Temporal dictionary;
- Scenarios;
- Temporal explanation;
- Preprocessing;
- Knowledge compilation;
- Symptom patterns;
- Abduction;
3.A Case for Guided Machine Learning

机译：指导机器学习的案例
- 作者：Florian Westphal;Niklas Lavesson;Hakan Grahn
- 会议名称：《Third IFIP TC 5, TC 12, WG 8.4, WG 8.9, WG 12.9 International Cross-Domain Conference for Machine Learning and Knowledge Extraction》 | 2019年
- Guided machine learning;
- Interactive machine learning;
- Human-in-the-loop;
- Definition;
4.Using Ontologies to Express Prior Knowledge for Genetic Programming

机译：使用本体表达遗传编程的先验知识
- 作者：Stefan Prieschl;Dominic Girardi;Gabriel Kronberger
- 会议名称：《Third IFIP TC 5, TC 12, WG 8.4, WG 8.9, WG 12.9 International Cross-Domain Conference for Machine Learning and Knowledge Extraction》 | 2019年
- Supervised learning;
- Ontologies;
- Domain knowledge;
- Genetic programming;
- Symbolic regression;
5.Real Time Hand Movement Trajectory Tracking for Enhancing Dementia Screening in Ageing Deaf Signers of British Sign Language

机译：实时手部运动轨迹跟踪，以增强衰老的英国手语聋人签名者的筛查
- 作者：Xing Liang;Epaminondas Kapetanios;Bencie Well;Anastassia Angelopoulou
- 会议名称：《Third IFIP TC 5, TC 12, WG 8.4, WG 8.9, WG 12.9 International Cross-Domain Conference for Machine Learning and Knowledge Extraction》 | 2019年
- Segmentation;
- Hand tracking;
- OpenPose;
- Sign language;
- Dementia;
- Time-series data analytics;
6.Commonsense Reasoning Using Theorem Proving and Machine Learning

机译：使用定理证明和机器学习进行常识推理
- 作者：Sophie Siebert;Claudia Schon;Frieder Stolzenburg
- 会议名称：《Third IFIP TC 5, TC 12, WG 8.4, WG 8.9, WG 12.9 International Cross-Domain Conference for Machine Learning and Knowledge Extraction》 | 2019年
- Commonsense reasoning;
- Causal reasoning;
- Machine learning;
- Theorem proving;
- Large background knowledge;
7.Ranked MSD: A New Feature Ranking and Feature Selection Approach for Biomarker Identification

机译：MSD排名：用于生物标记识别的新特征排名和特征选择方法
- 作者：Ghanshyam Verma;Alokkumar Jha;Dietrich Rebholz-Schuhmann;Michael G. Madden
- 会议名称：《Third IFIP TC 5, TC 12, WG 8.4, WG 8.9, WG 12.9 International Cross-Domain Conference for Machine Learning and Knowledge Extraction》 | 2019年
- Machine learning;
- Respiratory viral infection;
- Feature ranking;
- Feature selection;
- Classification;
- Explainable AI;
8.How to Improve the Adaptation Phase of the CBR in the Medical Domain

机译：如何改善CBR在医学领域的适应阶段
- 作者：Ludmila Pusztova;Frantisek Babic;Jan Paralic;Zuzana Paralicova
- 会议名称：《Third IFIP TC 5, TC 12, WG 8.4, WG 8.9, WG 12.9 International Cross-Domain Conference for Machine Learning and Knowledge Extraction》 | 2019年
- Case-based reasoning;
- Medical diagnostics;
- Data analysis;
9.Machine Learning for Family Doctors: A Case of Cluster Analysis for Studying Aging Associated Comorbidities and Frailty

机译：家庭医生的机器学习：研究衰老相关合并症和脆弱性的聚类分析案例
- 作者：Frantisek Babic;Ljiljana Trtica Majnaric;Sanja Bekic;Andreas Holzinger
- 会议名称：《Third IFIP TC 5, TC 12, WG 8.4, WG 8.9, WG 12.9 International Cross-Domain Conference for Machine Learning and Knowledge Extraction》 | 2019年
- Aging comorbidities;
- Complexity;
- Data-driven clustering;
10.Preface

机译：前言
- 作者：Andreas Holzinger;Peter Kieseberg;A Min Tjoa;Edgar Weippl
- 会议名称：《Third IFIP TC 5, TC 12, WG 8.4, WG 8.9, WG 12.9 International Cross-Domain Conference for Machine Learning and Knowledge Extraction》 | 2019年
11.Knowledge Extraction for Cryptographic Algorithm Validation Test Vectors by Means of Combinatorial Coverage Measurement

机译：组合覆盖率度量的密码学算法验证测试向量的知识提取
- 作者：Dimitris E. Simos;Bernhard Garn;Ludwig Kampel;D. Richard Kuhn;Raghu N. Kacker
- 会议名称：《Third IFIP TC 5, TC 12, WG 8.4, WG 8.9, WG 12.9 International Cross-Domain Conference for Machine Learning and Knowledge Extraction》 | 2019年
- Combinatorial measurement;
- Cryptographic applications;
- Data analysis;
- Knowledge extraction;
12.KANDINSKY Patterns as IQ-Test for Machine Learning

机译：KANDINSKY模式作为机器学习的智商测试
- 作者：Andreas Holzinger;Michael Kickmeier-Rust;Heimo Mueller
- 会议名称：《Third IFIP TC 5, TC 12, WG 8.4, WG 8.9, WG 12.9 International Cross-Domain Conference for Machine Learning and Knowledge Extraction》 | 2019年
- Artificial intelligence;
- Human intelligence;
- Intelligence testing;
- IQ-Test;
- Explainable-AI;
- Interpretable machine learning;
13.An Evaluation on Robustness and Utility of Fingerprinting Schemes

机译：指纹方案的鲁棒性和实用性评估
- 作者：Tanja Sarcevic;Rudolf Mayer
- 会议名称：《Third IFIP TC 5, TC 12, WG 8.4, WG 8.9, WG 12.9 International Cross-Domain Conference for Machine Learning and Knowledge Extraction》 | 2019年
- Fingerprinting;
- Relational databases;
- Data utility;
14.Machine Learning Explainability Through Comprehensible Decision Trees

机译：通过可理解的决策树进行机器学习的可解释性
- 作者：Alberto Blanco-Justicia;Josep Domingo-Ferrer
- 会议名称：《Third IFIP TC 5, TC 12, WG 8.4, WG 8.9, WG 12.9 International Cross-Domain Conference for Machine Learning and Knowledge Extraction》 | 2019年
- Explainability;
- Machine learning;
- Data protection;
- Microaggregation;
- Privacy;
15.Differentially Private Obfuscation of Facial Images

机译：面部图像的差异性私人混淆
- 作者：William L. Croft;Joerg-Ruediger Sack;Wei Shi
- 会议名称：《Third IFIP TC 5, TC 12, WG 8.4, WG 8.9, WG 12.9 International Cross-Domain Conference for Machine Learning and Knowledge Extraction》 | 2019年
- Privacy protection;
- Facial obfuscation;
- Differential privacy;
- Neural networks;
16.New Frontiers in Explainable AI: Understanding the GI to Interpret the GO

机译：可解释的AI的新领域：理解GI来解释GO
- 作者：Federico Cabitza;Andrea Campagner;Davide Ciucci
- 会议名称：《Third IFIP TC 5, TC 12, WG 8.4, WG 8.9, WG 12.9 International Cross-Domain Conference for Machine Learning and Knowledge Extraction》 | 2019年
- Ground truth;
- Explainable AI;
- Reliability;
- Usable AI;
17.Insights into Learning Competence Through Probabilistic Graphical Models

机译：通过概率图形模型洞悉学习能力
- 作者：Anna Saranti;Behnam Taraghi;Martin Ebner;Andreas Holzinger
- 会议名称：《Third IFIP TC 5, TC 12, WG 8.4, WG 8.9, WG 12.9 International Cross-Domain Conference for Machine Learning and Knowledge Extraction》 | 2019年
- Bayesian networks;
- Probabilistic graphical models;
- Learning analytics;
18.Automated Machine Learning for Studying the Trade-Off Between Predictive Accuracy and Interpretability

机译：自动化机器学习，用于研究预测准确性和可解释性之间的权衡
- 作者：Alex A. Freitas
- 会议名称：《Third IFIP TC 5, TC 12, WG 8.4, WG 8.9, WG 12.9 International Cross-Domain Conference for Machine Learning and Knowledge Extraction》 | 2019年
- Automated Machine Learning (Auto-ML);
- Classification algorithms;
- Interpretable models;
19.Sparse Nerves in Practice

机译：实践中的稀疏神经
- 作者：Nello Blaser;Morten Brim
- 会议名称：《Third IFIP TC 5, TC 12, WG 8.4, WG 8.9, WG 12.9 International Cross-Domain Conference for Machine Learning and Knowledge Extraction》 | 2019年
- Sparse nerve;
- Persistent homology;
- Cech complex;
- Rips complex;
20.Estimating the Driver Status Using Long Short Term Memory

机译：使用长时短期记忆估算驾驶员状态
- 作者：Shokoufeh Monjezi Kouchak;Ashraf Gaffar
- 会议名称：《Third IFIP TC 5, TC 12, WG 8.4, WG 8.9, WG 12.9 International Cross-Domain Conference for Machine Learning and Knowledge Extraction》 | 2019年
- Recurrent Neural Network;
- Driver distraction;
- Deep learning;
- Long Short Term Memory Network;
21.Backdoor Attacks in Neural Networks - A Systematic Evaluation on Multiple Traffic Sign Datasets

机译：神经网络中的后门攻击-对多个交通标志数据集的系统评估
- 作者：Huma Rehman;Andreas Ekelhart;Rudolf Mayer
- 会议名称：《Third IFIP TC 5, TC 12, WG 8.4, WG 8.9, WG 12.9 International Cross-Domain Conference for Machine Learning and Knowledge Extraction》 | 2019年
- Deep learning;
- Robustness;
- Adversarial attacks;
- Backdoor attacks;
22.Using Relational Concept Networks for Explainable Decision Support

机译：使用关系概念网络提供可解释的决策支持
- 作者：Jeroen Voogd;Paolo de Heer;Kim Veltman;Patrick Hanckmann;Jeroen van Lith
- 会议名称：《Third IFIP TC 5, TC 12, WG 8.4, WG 8.9, WG 12.9 International Cross-Domain Conference for Machine Learning and Knowledge Extraction》 | 2019年
- Symbolic AI;
- Neural networks;
- Graph-based machine learning;
- Explainability;
- Decision support;
23.Deep Learning for Proteomics Data for Feature Selection and Classification

机译：蛋白质组学数据的深度学习用于特征选择和分类
- 作者：Sahar Iravani;Tim O. F. Conrad
- 会议名称：《Third IFIP TC 5, TC 12, WG 8.4, WG 8.9, WG 12.9 International Cross-Domain Conference for Machine Learning and Knowledge Extraction》 | 2019年
- Deep learning;
- Attribution;
- LRP;
- Interpretation;
- Feature selection;
- Transfer learning;
- Mass spectrometry;
- Proteomics;
24.Physiological Indicators for User Trust in Machine Learning with Influence Enhanced Fact-Checking

机译：具有增强影响力事实检查的机器学习中用户信任的生理指标
- 作者：Jianlong Zhou;Huaiwen Hu;Zhidong Li;Kun Yu;Fang Chen
- 会议名称：《Third IFIP TC 5, TC 12, WG 8.4, WG 8.9, WG 12.9 International Cross-Domain Conference for Machine Learning and Knowledge Extraction》 | 2019年
- Influence;
- Machine Learning;
- Trust;
- Physiological features;
25.Detection of Diabetic Retinopathy and Maculopathy in Eye Fundus Images Using Deep Learning and Image Augmentation

机译：深度学习和图像增强技术检测眼底图像中的糖尿病性视网膜病变和黄斑病变
- 作者：Sarni Suhaila Rahim;Vasile Palade;Ibrahim Almakky;Andreas Holzinger
- 会议名称：《Third IFIP TC 5, TC 12, WG 8.4, WG 8.9, WG 12.9 International Cross-Domain Conference for Machine Learning and Knowledge Extraction》 | 2019年
- Diabetic Retinopathy;
- Maculopathy;
- Eye screening;
- Colour fundus images;
- Image processing;
- Data augmentation;
- Deep learning;
26.Semi-automated Quality Assurance for Domain-Expert-Driven Data Exploration— An Application to Principal Component Analysis

机译：领域专家驱动的数据探索的半自动质量保证—在主成分分析中的应用
- 作者：Sandra Wartner;Manuela Wiesinger-Widi;Dominic Girardi;Dieter Furthner;Klaus Schmitt
- 会议名称：《Third IFIP TC 5, TC 12, WG 8.4, WG 8.9, WG 12.9 International Cross-Domain Conference for Machine Learning and Knowledge Extraction》 | 2019年
- Principal Component Analysis;
- Data Quality;
- Guidance;
- Visual Analytics;
- Data mining;
- Doctor-in-the-Loop;
27.Preface

机译：前言
- 作者：Andreas Holzinger;Peter Kieseberg;A Min Tjoa;Edgar Weippl
- 会议名称：《Third IFIP TC 5, TC 12, WG 8.4, WG 8.9, WG 12.9 International Cross-Domain Conference for Machine Learning and Knowledge Extraction》 | 2019年
28.A Case for Guided Machine Learning

机译：引导机器学习的案例
- 作者：Florian Westphal;Niklas Lavesson;Hakan Grahn
- 会议名称：《Third IFIP TC 5, TC 12, WG 8.4, WG 8.9, WG 12.9 International Cross-Domain Conference for Machine Learning and Knowledge Extraction》 | 2019年
- Guided machine learning;
- Interactive machine learning;
- Human-in-the-loop;
- Definition;
29.How to Improve the Adaptation Phase of the CBR in the Medical Domain

机译：如何改善医疗领域CBR的适应阶段
- 作者：Ludmila Pusztova;Frantisek Babic;Jan Paralic;Zuzana Paralicova
- 会议名称：《Third IFIP TC 5, TC 12, WG 8.4, WG 8.9, WG 12.9 International Cross-Domain Conference for Machine Learning and Knowledge Extraction》 | 2019年
- Case-based reasoning;
- Medical diagnostics;
- Data analysis;
30.Estimating the Driver Status Using Long Short Term Memory

机译：使用长短短期内存估算驱动器状态
- 作者：Shokoufeh Monjezi Kouchak;Ashraf Gaffar
- 会议名称：《Third IFIP TC 5, TC 12, WG 8.4, WG 8.9, WG 12.9 International Cross-Domain Conference for Machine Learning and Knowledge Extraction》 | 2019年
- Recurrent Neural Network;
- Driver distraction;
- Deep learning;
- Long Short Term Memory Network;
31.Machine Learning Explainability Through Comprehensible Decision Trees

机译：通过可理解的决策树机器学习解释性
- 作者：Alberto Blanco-Justicia;Josep Domingo-Ferrer
- 会议名称：《Third IFIP TC 5, TC 12, WG 8.4, WG 8.9, WG 12.9 International Cross-Domain Conference for Machine Learning and Knowledge Extraction》 | 2019年
- Explainability;
- Machine learning;
- Data protection;
- Microaggregation;
- Privacy;
32.Sparse Nerves in Practice

机译：在实践中稀疏神经
- 作者：Nello Blaser;Morten Brim
- 会议名称：《Third IFIP TC 5, TC 12, WG 8.4, WG 8.9, WG 12.9 International Cross-Domain Conference for Machine Learning and Knowledge Extraction》 | 2019年
- Sparse nerve;
- Persistent homology;
- Cech complex;
- Rips complex;
33.Detection of Diabetic Retinopathy and Maculopathy in Eye Fundus Images Using Deep Learning and Image Augmentation

机译：利用深度学习和图像增强检测眼底图像中糖尿病视网膜病变和微小病变
- 作者：Sarni Suhaila Rahim;Vasile Palade;Ibrahim Almakky;Andreas Holzinger
- 会议名称：《Third IFIP TC 5, TC 12, WG 8.4, WG 8.9, WG 12.9 International Cross-Domain Conference for Machine Learning and Knowledge Extraction》 | 2019年
- Diabetic Retinopathy;
- Maculopathy;
- Eye screening;
- Colour fundus images;
- Image processing;
- Data augmentation;
- Deep learning;
34.KANDINSKY Patterns as IQ-Test for Machine Learning

机译：Kandinsky模式作为IQ测试机器学习
- 作者：Andreas Holzinger;Michael Kickmeier-Rust;Heimo Mueller
- 会议名称：《Third IFIP TC 5, TC 12, WG 8.4, WG 8.9, WG 12.9 International Cross-Domain Conference for Machine Learning and Knowledge Extraction》 | 2019年
- Artificial intelligence;
- Human intelligence;
- Intelligence testing;
- IQ-Test;
- Explainable-AI;
- Interpretable machine learning;
35.Knowledge Extraction for Cryptographic Algorithm Validation Test Vectors by Means of Combinatorial Coverage Measurement

机译：通过组合覆盖测量来提取加密算法验证测试向量的知识提取
- 作者：Dimitris E. Simos;Bernhard Garn;Ludwig Kampel;D. Richard Kuhn;Raghu N. Kacker
- 会议名称：《Third IFIP TC 5, TC 12, WG 8.4, WG 8.9, WG 12.9 International Cross-Domain Conference for Machine Learning and Knowledge Extraction》 | 2019年
- Combinatorial measurement;
- Cryptographic applications;
- Data analysis;
- Knowledge extraction;
36.Backdoor Attacks in Neural Networks - A Systematic Evaluation on Multiple Traffic Sign Datasets

机译：神经网络的后门攻击 - 多个交通标志数据集的系统评估
- 作者：Huma Rehman;Andreas Ekelhart;Rudolf Mayer
- 会议名称：《Third IFIP TC 5, TC 12, WG 8.4, WG 8.9, WG 12.9 International Cross-Domain Conference for Machine Learning and Knowledge Extraction》 | 2019年
- Deep learning;
- Robustness;
- Adversarial attacks;
- Backdoor attacks;
37.Ranked MSD: A New Feature Ranking and Feature Selection Approach for Biomarker Identification

机译：排名MSD：生物标记识别的新功能排名和特征选择方法
- 作者：Ghanshyam Verma;Alokkumar Jha;Dietrich Rebholz-Schuhmann;Michael G. Madden
- 会议名称：《Third IFIP TC 5, TC 12, WG 8.4, WG 8.9, WG 12.9 International Cross-Domain Conference for Machine Learning and Knowledge Extraction》 | 2019年
- Machine learning;
- Respiratory viral infection;
- Feature ranking;
- Feature selection;
- Classification;
- Explainable AI;
38.Physiological Indicators for User Trust in Machine Learning with Influence Enhanced Fact-Checking

机译：影响机器学习的生理指标利用影响力增强的事实检查
- 作者：Jianlong Zhou;Huaiwen Hu;Zhidong Li;Kun Yu;Fang Chen
- 会议名称：《Third IFIP TC 5, TC 12, WG 8.4, WG 8.9, WG 12.9 International Cross-Domain Conference for Machine Learning and Knowledge Extraction》 | 2019年
- Influence;
- Machine Learning;
- Trust;
- Physiological features;
39.Differentially Private Obfuscation of Facial Images

机译：面部图像的差异私有混淆
- 作者：William L. Croft;Joerg-Ruediger Sack;Wei Shi
- 会议名称：《Third IFIP TC 5, TC 12, WG 8.4, WG 8.9, WG 12.9 International Cross-Domain Conference for Machine Learning and Knowledge Extraction》 | 2019年
- Privacy protection;
- Facial obfuscation;
- Differential privacy;
- Neural networks;
40.Commonsense Reasoning Using Theorem Proving and Machine Learning

机译：使用定理证明和机器学习的致辞推理
- 作者：Sophie Siebert;Claudia Schon;Frieder Stolzenburg
- 会议名称：《Third IFIP TC 5, TC 12, WG 8.4, WG 8.9, WG 12.9 International Cross-Domain Conference for Machine Learning and Knowledge Extraction》 | 2019年
- Commonsense reasoning;
- Causal reasoning;
- Machine learning;
- Theorem proving;
- Large background knowledge;
41.Machine Learning for Family Doctors: A Case of Cluster Analysis for Studying Aging Associated Comorbidities and Frailty

机译：家庭医生的机器学习：学习衰老关联的合并和脆弱的集群分析
- 作者：Frantisek Babic;Ljiljana Trtica Majnaric;Sanja Bekic;Andreas Holzinger
- 会议名称：《Third IFIP TC 5, TC 12, WG 8.4, WG 8.9, WG 12.9 International Cross-Domain Conference for Machine Learning and Knowledge Extraction》 | 2019年
- Aging comorbidities;
- Complexity;
- Data-driven clustering;
42.Package and Classify Wireless Product Features to Their Sales Items and Categories Automatically

机译：包并自动对其销售项目和类别进行包装
- 作者：Haitao Tang;Pauliina Eraluuli
- 会议名称：《Third IFIP TC 5, TC 12, WG 8.4, WG 8.9, WG 12.9 International Cross-Domain Conference for Machine Learning and Knowledge Extraction》 | 2019年
- Natural Language Processing;
- NLP;
- Machine Learning;
- ML;
- Process automation;
- ML based decision making;
- LTE;
- 5G;
- Business Digitalization;
- Pricing;
43.Semi-automated Quality Assurance for Domain-Expert-Driven Data Exploration— An Application to Principal Component Analysis

机译：域专家驱动数据探索的半自动质量保证 - 主成分分析的应用
- 作者：Sandra Wartner;Manuela Wiesinger-Widi;Dominic Girardi;Dieter Furthner;Klaus Schmitt
- 会议名称：《Third IFIP TC 5, TC 12, WG 8.4, WG 8.9, WG 12.9 International Cross-Domain Conference for Machine Learning and Knowledge Extraction》 | 2019年
- Principal Component Analysis;
- Data Quality;
- Guidance;
- Visual Analytics;
- Data mining;
- Doctor-in-the-Loop;
44.Using Ontologies to Express Prior Knowledge for Genetic Programming

机译：使用本体论表达遗传编程的先验知识
- 作者：Stefan Prieschl;Dominic Girardi;Gabriel Kronberger
- 会议名称：《Third IFIP TC 5, TC 12, WG 8.4, WG 8.9, WG 12.9 International Cross-Domain Conference for Machine Learning and Knowledge Extraction》 | 2019年
- Supervised learning;
- Ontologies;
- Domain knowledge;
- Genetic programming;
- Symbolic regression;
45.Real Time Hand Movement Trajectory Tracking for Enhancing Dementia Screening in Ageing Deaf Signers of British Sign Language

机译：实时手动运动轨迹跟踪，用于增强英国手语聋签名者的痴呆症筛选
- 作者：Xing Liang;Epaminondas Kapetanios;Bencie Well;Anastassia Angelopoulou
- 会议名称：《Third IFIP TC 5, TC 12, WG 8.4, WG 8.9, WG 12.9 International Cross-Domain Conference for Machine Learning and Knowledge Extraction》 | 2019年
- Segmentation;
- Hand tracking;
- OpenPose;
- Sign language;
- Dementia;
- Time-series data analytics;
46.New Frontiers in Explainable AI: Understanding the GI to Interpret the GO

机译：新的前沿解释为：了解GI解释GO
- 作者：Federico Cabitza;Andrea Campagner;Davide Ciucci
- 会议名称：《Third IFIP TC 5, TC 12, WG 8.4, WG 8.9, WG 12.9 International Cross-Domain Conference for Machine Learning and Knowledge Extraction》 | 2019年
- Ground truth;
- Explainable AI;
- Reliability;
- Usable AI;
47.Deep Learning for Proteomics Data for Feature Selection and Classification

机译：深入学习特征选择和分类的蛋白质组学数据
- 作者：Sahar Iravani;Tim O. F. Conrad
- 会议名称：《Third IFIP TC 5, TC 12, WG 8.4, WG 8.9, WG 12.9 International Cross-Domain Conference for Machine Learning and Knowledge Extraction》 | 2019年
- Deep learning;
- Attribution;
- LRP;
- Interpretation;
- Feature selection;
- Transfer learning;
- Mass spectrometry;
- Proteomics;
48.An Evaluation on Robustness and Utility of Fingerprinting Schemes

机译：关于指纹方案的鲁棒性和效用的评价
- 作者：Tanja Sarcevic;Rudolf Mayer
- 会议名称：《Third IFIP TC 5, TC 12, WG 8.4, WG 8.9, WG 12.9 International Cross-Domain Conference for Machine Learning and Knowledge Extraction》 | 2019年
- Fingerprinting;
- Relational databases;
- Data utility;
49.Temporal Diagnosis of Discrete-Event Systems with Dual Knowledge Compilation

机译：双知识汇编的离散事件系统的时间诊断
- 作者：Nicola Bertoglio;Gianfranco Lamperti;Marina Zanella
- 会议名称：《Third IFIP TC 5, TC 12, WG 8.4, WG 8.9, WG 12.9 International Cross-Domain Conference for Machine Learning and Knowledge Extraction》 | 2019年
- Diagnosis;
- Discrete-event systems;
- Automata;
- Temporal dictionary;
- Scenarios;
- Temporal explanation;
- Preprocessing;
- Knowledge compilation;
- Symptom patterns;
- Abduction;
50.Insights into Learning Competence Through Probabilistic Graphical Models

机译：通过概率图形模型见解学习能力
- 作者：Anna Saranti;Behnam Taraghi;Martin Ebner;Andreas Holzinger
- 会议名称：《Third IFIP TC 5, TC 12, WG 8.4, WG 8.9, WG 12.9 International Cross-Domain Conference for Machine Learning and Knowledge Extraction》 | 2019年
- Bayesian networks;
- Probabilistic graphical models;
- Learning analytics;
51.Automated Machine Learning for Studying the Trade-Off Between Predictive Accuracy and Interpretability

机译：自动化机器学习，用于研究预测准确性和解释性之间的权衡
- 作者：Alex A. Freitas
- 会议名称：《Third IFIP TC 5, TC 12, WG 8.4, WG 8.9, WG 12.9 International Cross-Domain Conference for Machine Learning and Knowledge Extraction》 | 2019年
- Automated Machine Learning (Auto-ML);
- Classification algorithms;
- Interpretable models;
52.Using Relational Concept Networks for Explainable Decision Support

机译：利用关系概念网络解释可解释的决策支持
- 作者：Jeroen Voogd;Paolo de Heer;Kim Veltman;Patrick Hanckmann;Jeroen van Lith
- 会议名称：《Third IFIP TC 5, TC 12, WG 8.4, WG 8.9, WG 12.9 International Cross-Domain Conference for Machine Learning and Knowledge Extraction》 | 2019年
- Symbolic AI;
- Neural networks;
- Graph-based machine learning;
- Explainability;
- Decision support;