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Swiss Conference on Data Science

召开年：2020
召开地：Luzern(CH)
出版时间：-

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1.SDS 2020 Opinion

机译：SDS 2020意见
- 会议名称：《Swiss Conference on Data Science》 | 2020年
2.High-resolution snow depth monitoring for entire mountain ranges

机译：整个山脉的高分辨率雪深监测
- 作者：Hendrik Wulf;Bernhard Sassik;Gillian Milani;Reik Leiterer
- 会议名称：《Swiss Conference on Data Science》 | 2020年
- Snow;
- Spatial resolution;
- Atmospheric modeling;
- Monitoring;
- Satellites;
- Correlation;
3.DARE2HACK: Crowdsourcing ideas through hackathons to codesign new human-centric services

机译：DARE2HACK：通过黑客马拉松众包创意对新的以人为本的服务进行代码签名
- 作者：Myrna Flores;Matic Golob;Doroteja Maklin;Christopher L. Tucci;Shaun West;Oliver Stoll
- 会议名称：《Swiss Conference on Data Science》 | 2020年
- Technological innovation;
- Crowdsourcing;
- Companies;
- Prototypes;
- Acceleration;
4.Intelligent Branding for Less Well-Known Enterprises by Matching Culture Values of Employers and Candidates

机译：通过匹配雇主和候选人的文化价值为欠知名企业提供智能品牌
- 作者：Guang Lu;Christian Dollfus;Thomas Wozniakand;Matthes Fleck
- 会议名称：《Swiss Conference on Data Science》 | 2020年
- Correlation;
- Technological innovation;
- Companies;
- Recommender systems;
- Machine learning;
- Portals;
- Data science;
5.Same Same but Different: Augmentation of Tiny Industrial Datasets using Generative Adversarial Networks

机译：相同但不同：使用生成对抗网络扩充微小的工业数据集
- 作者：Evangelos Ntavelis;Iason Kastanis;Luc Van Gool;Radu Timofte
- 会议名称：《Swiss Conference on Data Science》 | 2020年
- Generators;
- Image resolution;
- Training;
- Gallium nitride;
- Image generation;
- Generative adversarial networks;
- Robots;
6.Exploration of Scenario-based Simulations for Stress Benchmarking in Swiss Public Service

机译：瑞士公共服务中基于场景的压力基准模拟的探索
- 作者：Mozgovoy Vadym
- 会议名称：《Swiss Conference on Data Science》 | 2020年
- Stress;
- Benchmark testing;
- Markov processes;
- Numerical simulation;
- Employment;
- Biomedical monitoring;
- Pattern recognition;
7.Annotating Web Tables through Knowledge Bases: A Context-Based Approach

机译：通过知识库注释Web表：基于上下文的方法
- 作者：Yasamin Eslahi;Akansha Bhardwaj;Paolo Rosso;Kurt Stockinger;Philippe Cudré-Mauroux
- 会议名称：《Swiss Conference on Data Science》 | 2020年
- Knowledge based systems;
- Semantics;
- Task analysis;
- Sociology;
- Statistics;
- Natural languages;
- Databases;
8.Neural Entity Linking on Technical Service Tickets

机译：神经实体链接技术服务票证
- 作者：Nadja Kurz;Felix Hamann;Adrian Ulges
- 会议名称：《Swiss Conference on Data Science》 | 2020年
- Bit error rate;
- Encyclopedias;
- Electronic publishing;
- Internet;
- Task analysis;
9.A Comparative Assessment and Synthesis of Twenty Ethics Codes on AI and Big Data

机译：人工智能和大数据二十种道德规范的比较评估和综合
- 作者：Michele Loi;Christoph Heitz;Markus Christen
- 会议名称：《Swiss Conference on Data Science》 | 2020年
- Guidelines;
- Artificial intelligence;
- Privacy;
- Ethics;
- Documentation;
- Big Data;
- Organizations;
10.Cobra: A CLI Tool To Create And Share Reproducible Projects

机译：Cobra：用于创建和共享可复制项目的CLI工具
- 作者：Lars Vögtlin;Vinaychandran Pondenkandath;Rolf Ingold
- 会议名称：《Swiss Conference on Data Science》 | 2020年
- Tools;
- Virtual environments;
- Machine learning;
- Task analysis;
- Open source software;
- Collaboration;
- Data science;
11.Assessing the democratic legitimacy of public decisions based on Machine Learning algorithms

机译：基于机器学习算法评估公共决策的民主合法性
- 作者：María Carolina Jiménez
- 会议名称：《Swiss Conference on Data Science》 | 2020年
- Machine learning algorithms;
- Decision making;
- Computational modeling;
- Measurement;
- Data science;
- Public policy;
12.Automated Smartification of Notices to Airmen

机译：自动化通知飞行员的智能化
- 作者：Marc Bravin;Daniel Pfäffli;Sita Mazumder;Marc Pouly
- 会议名称：《Swiss Conference on Data Science》 | 2020年
- Decoding;
- Vocabulary;
- Computational modeling;
- Art;
- Manuals;
- Encoding;
- Training;
13.Data-driven Decision Support by Digital Twins in Manufacturing

机译：数字双胞胎在制造业中的数据驱动决策支持
- 作者：Jürg Meierhofer;Shaun West
- 会议名称：《Swiss Conference on Data Science》 | 2020年
- Data science;
- 5G mobile communication;
14.Data Resources to Create Digital Twins

机译：数据资源来创建数字双胞胎
- 作者：Lukas Schweiger;Linard Barth;Jürg Meierhofer
- 会议名称：《Swiss Conference on Data Science》 | 2020年
- Ontologies;
- Companies;
- Bibliographies;
- Data models;
- Mathematical model;
- Information systems;
- Biological system modeling;
15.Effects of Graph Pooling Layers on Classification with Graph Neural Networks

机译：图池层对图神经网络分类的影响
- 作者：Linda Studer;Jannis Wallau;Rolf Ingold;Andreas Fischer
- 会议名称：《Swiss Conference on Data Science》 | 2020年
- Computer architecture;
- Machine learning;
- Neural networks;
- Convolution;
- Databases;
- Glands;
- Image edge detection;
16.Efficient Blind-Spot Neural Network Architecture for Image Denoising

机译：用于图像去噪的高效盲点神经网络架构
- 作者：David Honzátko;Siavash A. Bigdeli;Engin Türetken;L. Andrea Dunbar
- 会议名称：《Swiss Conference on Data Science》 | 2020年
- Noise measurement;
- Image denoising;
- Training;
- Computer architecture;
- Network architecture;
- Neural networks;
- Noise reduction;
17.How to Label? Combining Experts’ Knowledge for German Text Classification

机译：如何贴标签？结合专家知识进行德语文本分类
- 作者：David Pelkmann;Alaa Tharwat;Wolfram Schenck
- 会议名称：《Swiss Conference on Data Science》 | 2020年
- Labeling;
- Guidelines;
- Pipelines;
- Data models;
- Training;
- Machine learning;
- Data science;
18.Improving Sample Efficiency and Multi-Agent Communication in RL-based Train Rescheduling

机译：在基于RL的火车调度中提高样本效率和多Agent通信
- 作者：Dano Roost;Ralph Meier;Stephan Huschauer;Erik Nygren;Adrian Egli;Andreas Weiler;Thilo Stadelmann
- 会议名称：《Swiss Conference on Data Science》 | 2020年
- Training;
- Rail transportation;
- Task analysis;
- Data science;
- Gradient methods;
- Machine learning;
- Dispatching;
19.Uncertainty with deep learning: a practical view on out of distribution detection

机译：深度学习的不确定性：失配检测的实用观点
- 作者：Daniel Siegismund;Stephan Heyse;Stephan Steigele
- 会议名称：《Swiss Conference on Data Science》 | 2020年
- Uncertainty;
- Training;
- Neural networks;
- Computational efficiency;
- Machine learning;
- Benchmark testing;
- Robustness;
20.Unsupervised Anomaly Detection for Seasonal Time Series

机译：季节性时间序列的无监督异常检测
- 作者：Leandro von Werra;Lewis Tunstall;Simon Hofer
- 会议名称：《Swiss Conference on Data Science》 | 2019年
- Time series analysis;
- Anomaly detection;
- Detectors;
- Production;
- Measurement;
- Benchmark testing;
- Real-time systems;
21.Embedded Deep Learning for Sleep Staging

机译：睡眠分期嵌入深度学习
- 作者：Engin Türetken;Jér?me Van Zaen;Ricard Delgado-Gonzalo
- 会议名称：《Swiss Conference on Data Science》 | 2019年
22.Machine Learning for Position Detection in Football

机译：机器学习在足球中检测位置检测
- 作者：Martin Frey;Elvis Murina;Janick Rohrbach;Manuel Walser;Patrick Haas;Marcel Dettling
- 会议名称：《Swiss Conference on Data Science》 | 2019年
- Sports;
- Data analysis;
- Tracking;
- Boosting;
- Global Positioning System;
- Process design;
23.Leak Detection using Random Forest and Pressure Simulation

机译：使用随机林和压力模拟泄漏检测
- 作者：Lucien Aymon;Jean Decaix;Francesco Carrino;Pierre-André Mudry;Elena Mugellini;Omar Abou Khaled;Richard Baltensperger
- 会议名称：《Swiss Conference on Data Science》 | 2019年
- Machine learning;
- Leak detection;
- Monitoring;
- Water resources;
- Junctions;
24.Syntax-Based Skill Extractor for Job Advertisements

机译：基于语法的求职技能提取器
- 作者：Ellery Smith;Martin Braschler;Andreas Weiler;Thomas Haberthuer
- 会议名称：《Swiss Conference on Data Science》 | 2019年
- Syntactics;
- Genetics;
- Vocabulary;
- Training;
- Metrology;
- Prototypes;
25.A Reliable Approach for Pixel-Level Classification of Land usage from Spatio-Temporal Images

机译：从时空图像的土地使用量级分类的可靠方法
- 作者：Prateek Purwar;Savvas Rogotis;Fotis Chatzipapadopoulus;Iason Kastanis
- 会议名称：《Swiss Conference on Data Science》 | 2019年
- Agriculture;
- Training;
- Satellites;
- Neural networks;
- Data models;
- Pipelines;
- Reliability;
26.Big Data Framing About Media Coverage in Switzerland and the USA

机译：关于瑞士和美国的媒体报道的大数据框架
- 作者：Christian Hauser;Urs Dahinden;Vincenzo Francolino;Ives Ziegler
- 会议名称：《Swiss Conference on Data Science》 | 2019年
- Media;
- Data protection;
- Big Data applications;
- Encoding;
- Presses;
27.A Machine Learning Technique to Classify LSST Observed Astronomical Objects Based on Photometric Data

机译：基于光度数据对LSST观察到的天文对象进行分类的机器学习技术
- 作者：Asad Mansoor Khan;Muhammad Usman Akram;Sajid Gul Khawaja;Ali Saeed Khan
- 会议名称：《Swiss Conference on Data Science》 | 2019年
- Feature extraction;
- Telescopes;
- Passband;
- Planets;
- Shape;
- Software engineering;
- Tools;
28.Reception - A Deep Learning Based Hybrid Residual Network

机译：接待 - 基于深度学习的混合剩余网络
- 作者：Pranjal Sharma;Ujjwal K. Gupta;Markand Oza;Shashikant Sharma
- 会议名称：《Swiss Conference on Data Science》 | 2019年
- Kernel;
- Marine vehicles;
- Feature extraction;
- Convolution;
- Task analysis;
- Satellites;
- Training;
29.LoRaLoc: Machine Learning-Based Fingerprinting for Outdoor Geolocation using LoRa

机译：Loraloc：使用Lora的室外地理定位的基于机器学习的指纹识别
- 作者：Francesco Carrino;Ales Janka;Omar Abou Khaled;Elena Mugellini
- 会议名称：《Swiss Conference on Data Science》 | 2019年
- Logic gates;
- Global Positioning System;
- Geology;
- Mobile nodes;
- Artificial neural networks;
- Fingerprint recognition;
30.Triangulated Sentiment Analysis of Tweets for Social CRM

机译：社交CRM推文的三角情意分析
- 作者：Simone E. Griesser;Neha Gupta
- 会议名称：《Swiss Conference on Data Science》 | 2019年
- Machine learning;
- Sentiment analysis;
- Correlation;
- Twitter;
- Customer relationship management;
- Training data;
- Psychology;
31.DNNViz: Training Evolution Visualization for Deep Neural Network

机译：DNNVIZ：深神经网络的培训进化可视化
- 作者：Gil Clavien;Michele Alberti;Vinaychandran Pondenkandath;Rolf Ingold;Marcus Liwicki
- 会议名称：《Swiss Conference on Data Science》 | 2019年
- Data visualization;
- Training;
- Visualization;
- Neurons;
- Tools;
- Deep learning;
- Biological neural networks;
32.Entity Matching on Unstructured Data: An Active Learning Approach

机译：在非结构化数据上匹配的实体匹配：一种积极的学习方法
- 作者：Ursin Brunner;Kurt Stockinger
- 会议名称：《Swiss Conference on Data Science》 | 2019年
- Uncertainty;
- Training;
- Databases;
- Pipelines;
- Training data;
- Labeling;
- Machine learning algorithms;
33.How to Optimize Gower Distance Weights for the k-Medoids Clustering Algorithm to Obtain Mobility Profiles of the Swiss Population

机译：如何优化K-METOIDS聚类算法的Gower距离权重，以获得瑞士人口的移动性概况
- 作者：Alperen Bektas;René Schumann
- 会议名称：《Swiss Conference on Data Science》 | 2019年
- Sociology;
- Statistics;
- Clustering algorithms;
- Optimization;
- Measurement;
- Mathematical model;
- Symmetric matrices;
34.Improving Reproducible Deep Learning Workflows with DeepDIVA

机译：改善Deepdiva的可重复性深度学习工作流程
- 作者：Michele Alberti;Vinaychandran Pondenkandath;Lars V?gtlin;Marcel Würsch;Rolf Ingold;Marcus Liwicki
- 会议名称：《Swiss Conference on Data Science》 | 2019年
- Task analysis;
- Tools;
- Data visualization;
- Training;
- Deep learning;
- Tutorials;
35.TCMD: A Two-Tier Classification Model for Anomaly-Based Detection in IoT

机译：TCMD：IOT中基于异常的检测的双层分类模型
- 作者：Nusaybah Alghanmi;Reem Alotaibi;Seyed M Buhari
- 会议名称：《Swiss Conference on Data Science》 | 2019年
36.Predictive Modeling for Optimization of Field Operations in Bike-Sharing Systems

机译：自行车共享系统优化现场运营的预测建模
- 作者：Simon Ruffieux;Elena Mugellini;Omar Abou Khaled
- 会议名称：《Swiss Conference on Data Science》 | 2019年
- Prediction algorithms;
- Companies;
- Forecasting;
- Optimization;
- Machine learning;
- Meteorology;
- Multilayer perceptrons;
37.PHom-GeM: Persistent Homology for Generative Models

机译：Phom-Gem：生成模型的持续同源性
- 作者：Jeremy Charlier;Radu State;Jean Hilger
- 会议名称：《Swiss Conference on Data Science》 | 2019年
- Manifolds;
- Data models;
- Gallium nitride;
- Generators;
- Measurement;
- Decoding;
- Generative adversarial networks;
38.High Precision Agriculture: An Application Of Improved Machine-Learning Algorithms

机译：高精度农业：改进机器学习算法的应用
- 作者：Jér?me Treboux;Dominique Genoud
- 会议名称：《Swiss Conference on Data Science》 | 2019年
- Agriculture;
- Feature extraction;
- Roads;
- Machine learning;
- Decision trees;
- Image color analysis;
- Image recognition;
39.Towards Reproducible Research of Event Detection Techniques for Twitter

机译：迈向对Twitter事件检测技术的可重复研究
- 作者：Andreas Weiler;Harry Schilling;Lukas Kircher;Michael Grossniklaus
- 会议名称：《Swiss Conference on Data Science》 | 2019年
- Twitter;
- Event detection;
- Task analysis;
- Statistical analysis;
- Proposals;
- Manuals;
40.Resilient Combination of Complementary CNN and RNN Features for Text Classification through Attention and Ensembling

机译：通过注意和合并的文本分类的互补CNN和RNN特征的弹性组合
- 作者：Athanasios Giannakopoulos;Maxime Coriou;Andreea Hossmann;Michael Baeriswyl;Claudiu Musat
- 会议名称：《Swiss Conference on Data Science》 | 2019年
- Task analysis;
- Feature extraction;
- Convolution;
- Kernel;
- Artificial intelligence;
- Data mining;
- Neural networks;
41.Survey of Artificial Intelligence for Card Games and Its Application to the Swiss Game Jass

机译：纸牌游戏人工智能调查及其在瑞士游戏Jass的应用
- 作者：Joel Niklaus;Michele Alberti;Vinaychandran Pondenkandath;Rolf Ingold;Marcus Liwicki
- 会议名称：《Swiss Conference on Data Science》 | 2019年
- Games;
- Monte Carlo methods;
- Convergence;
- Minimization;
- Numerical models;
- Machine learning;
42.APCNN: Tackling Class Imbalance in Relation Extraction through Aggregated Piecewise Convolutional Neural Networks

机译：APCNN：通过聚合分段卷积神经网络解决方面的阶级不平衡
- 作者：Alisa Smirnova;Julien Audiffren;Philippe Cudre-Mauroux
- 会议名称：《Swiss Conference on Data Science》 | 2019年
- Feature extraction;
- Training;
- Convolutional neural networks;
- Knowledge based systems;
- Convolution;
- Data mining;
43.Automated Machine Learning in Practice: State of the Art and Recent Results

机译：自动化机器学习在实践中：最新的状态和最近的结果
- 作者：Lukas Tuggener;Mohammadreza Amirian;Katharina Rombach;Stefan L?rwald;Anastasia Varlet;Christian Westermann;Thilo Stadelmann
- 会议名称：《Swiss Conference on Data Science》 | 2019年
- Optimization;
- Machine learning;
- Pipelines;
- Data models;
- Feature extraction;
- Buildings;
- Machine learning algorithms;
44.Predicting Housing Market Trends Using Twitter Data

机译：使用Twitter数据预测住房市场趋势
- 作者：Marlon Velthorst;?i?ek Güven
- 会议名称：《Swiss Conference on Data Science》 | 2019年
- Market research;
- Twitter;
- Text mining;
- Google;
- Machine learning;
- Tokenization;
- Indexes;
45.Towards an Ethical Code for Data-Based Business

机译：迈向基于数据的伦理代码
- 作者：Michele Loi;Christoph Heitz;Andrea Ferrario;Anita Schmid;Markus Christen
- 会议名称：《Swiss Conference on Data Science》 | 2019年
- Ethics;
- Guidelines;
- Companies;
- Pipelines;
- Law;
46.Stress Pattern Recognition Through Wearable Biosensors in the Workplace: Experimental Longitudinal Study on the Role of Motion Intensity

机译：应力模式识别通过工作场所的可穿戴生物传感器：实验纵向研究运动强度的作用
- 作者：Vadym Mozgovoy
- 会议名称：《Swiss Conference on Data Science》 | 2019年
- Stress;
- Biomedical monitoring;
- Stress measurement;
- Employment;
- Heart rate;
- Psychology;
- Monitoring;
47.The digital shadow of customers in the manufacturing industry

机译：制造业客户的数码影子
- 作者：Maximilian Schacht;Günther Schuh;Jana Frank
- 会议名称：《Swiss Conference on Data Science》 | 2021年
- Manufacturing industries;
- Companies;
- Data science;
- Data aggregation;
- Data models;
- Manufacturing;
48.Sponsors

机译：赞助商
- 会议名称：《Swiss Conference on Data Science》 | 2021年
49.GraphEDM: A Graph-Based Approach to Disambiguate Entities in Microposts

机译：图表：基于图形的歧视方法歧视微孔中的实体
- 作者：Prathyusha Nerella;Akansha Bhardwaj;Paolo Rosso;Philippe Cudré-Mauroux
- 会议名称：《Swiss Conference on Data Science》 | 2021年
- Sentiment analysis;
- Social networking (online);
- Event detection;
- Semantics;
- Blogs;
- Standards organizations;
- Clustering algorithms;
50.A Systematic Approach to Group Fairness in Automated Decision Making

机译：自动决策中分组公平的系统方法
- 作者：Corinna Hertweck;Christoph Heitz
- 会议名称：《Swiss Conference on Data Science》 | 2021年
- Measurement;
- Machine learning algorithms;
- Systematics;
- Navigation;
- Sociology;
- Decision making;
- Machine learning;
51.Towards a Methodology to Determine Intersubjective Data Values in Industrial Business Activities

机译：朝向一种方法来确定工业业务活动中的Intersphite数据值的方法
- 作者：Holst Lennard;Groen in’t Woud Florian;Frank Jana;Stich Volker
- 会议名称：《Swiss Conference on Data Science》 | 2021年
- Digital transformation;
- Decision making;
- Data science;
- Cost accounting;
- Business;
- Investment;
52.Towards Crafting Beer with Artificial Intelligence

机译：用人工智能制作啤酒
- 作者：Marc Bravin;Daniel Pfäffli;Kevin Kuhn;Marc Pouly
- 会议名称：《Swiss Conference on Data Science》 | 2021年
- Art;
- Pipelines;
- Computer architecture;
- Data science;
- Software;
- Data models;
- Artificial intelligence;
53.Conference Organization

机译：会议组织
- 会议名称：《Swiss Conference on Data Science》 | 2021年
54.XGBoost Trained on Synthetic Data to Extract Material Parameters of Organic Semiconductors

机译：XGBoost培训了合成数据以提取有机半导体的材料参数
- 作者：Evelyne Knapp;Mattia Battaglia;Thilo Stadelmann;Sandra Jenatsch;Beat Ruhstaller
- 会议名称：《Swiss Conference on Data Science》 | 2021年
55.Blindness (Diabetic Retinopathy) Severity Scale Detection

机译：失明（糖尿病视网膜病）严重程度尺度检测
- 作者：Ramya Bygari;Rachita Naik;Uday Kumar P
- 会议名称：《Swiss Conference on Data Science》 | 2021年
- Training;
- Image segmentation;
- Retinopathy;
- Neural networks;
- Manuals;
- Blindness;
- Tools;
56.A Survey of Un-, Weakly-, and Semi-Supervised Learning Methods for Noisy, Missing and Partial Labels in Industrial Vision Applications

机译：在工业视觉应用中的嘈杂，缺失和部分标签的噪声，缺失和半监督学习方法的调查
- 作者：Niclas Simmler;Pascal Sager;Philipp Andermatt;Ricardo Chavarriaga;Frank-Peter Schilling;Matthias Rosenthal;Thilo Stadelmann
- 会议名称：《Swiss Conference on Data Science》 | 2021年
- Deep learning;
- Data integrity;
- Semisupervised learning;
- Data science;
- Data models;
- Noise measurement;
- Anomaly detection;
57.Self-supervised pre-training on industrial time-series

机译：自我监督的工业时间系列预培训
- 作者：Luca Biggio;Iason Kastanis
- 会议名称：《Swiss Conference on Data Science》 | 2021年
- Industries;
- Deep learning;
- Machine learning algorithms;
- Neural networks;
- Speech recognition;
- Predictive models;
- Natural language processing;
58.Corporate Culture Explained by Mission and Vision Statements Using Natural Language Processing

机译：企业文化采用自然语言处理的特派团和愿景陈述解释
- 作者：Guang Lu;Christian Dollfus;David Schreiber;Thomas Wozniak;Vinzenz Rast;Matthes Fleck;Janna Lipenkova
- 会议名称：《Swiss Conference on Data Science》 | 2021年
- Technological innovation;
- IEEE mission and vision;
- Social sciences;
- Globalization;
- Collaboration;
- Data science;
- Natural language processing;
59.Service Customization: Optimizing Value Creation and Capture by Designing the Customer Journey

机译：服务定制：通过设计客户旅程优化价值创建和捕获
- 作者：Jürg Meierhofer;Christoph Heitz
- 会议名称：《Swiss Conference on Data Science》 | 2021年
- Ecosystems;
- Data science;
- Data models;
- Optimization;
60.Message from the General Chairs

机译：一般椅子的信息
- 会议名称：《Swiss Conference on Data Science》 | 2021年