-
Introduction to Data Curation
This course is an introduction to data collection, data preparation & transformation and data analysis. It contains the essential concepts for a researcher in order to...-
PDF
The resource: 'Introduction to Data Curation' is not accessible as guest user. You must login to access it!
-
PDF
-
Attention dynamics on the Chinese social media Sina Weibo during the COVID-19...
COVID-19 was first detected in Hubei province of China and has had severe impact on the life in the country since then. We investigate how this epidemic has influenced...-
PDF
The resource: 'Link to Publication' is not accessible as guest user. You must login to access it!
-
PDF
-
Private traits and attributes are predictable from digital records of human b...
We show that easily accessible digital records of behavior, Facebook Likes, can be used to automatically and accurately predict a range of highly sensitive personal attributes... -
Beyond Distributive Fairness in Algorithmic Decision Making
Beyond Distributive Fairness in Algorithmic Decision Making Feature Selection for Procedurally Fair Learning With widespread use of machine learning methods in numerous... -
Spatio temporal visual analytics a vision for 2020s
Visual analytics is a research discipline that is based on acknowledging the power and the necessity of the human vision, understanding, and reasoning in data analysis and...-
PDF
The resource: 'Link to Publication' is not accessible as guest user. You must login to access it!
-
PDF
-
Measuring What Counts The case of Rumour Stance Classification
Stance classification can be a powerful tool for understanding whether and which users believe in online rumours. The task aims to automatically predict the stance of replies...-
PDF
The resource: 'Link to Publication' is not accessible as guest user. You must login to access it!
-
PDF
-
Fairer machine learning in the real world
Mitigating discrimination without collecting sensitive data Decisions based on algorithmic, machine learning models can be unfair, reproducing biases in historical data used... -
Automating and utilizing equal-distribution data classification
Data classification, i.e., organising data items in groups (classes), is a general technique widely used in data visualisation and cartography, in particular, for creation of...-
PDF
The resource: 'Link to Publication' is not accessible as guest user. You must login to access it!
-
PDF
-
Why Are Learned Indexes So Effective
A recent trend in algorithm design consists of augmenting classic data structures with machine learning models, which are better suited to reveal and exploit patterns and trends... -
Co Bridges Pair wise Visual Connection and Comparison for Multi item Data Str...
In various domains, there are abundant streams or sequences of multi-item data of various kinds, e.g. streams of news and social media texts, sequences of genes and sports...-
PDF
The resource: 'Link to Publication' is not accessible as guest user. You must login to access it!
-
PDF
-
The PGM-index a fully-dynamic compressed learned index with provable worst-ca...
We present the first learned index that supports predecessor, range queries and updates within provably efficient time and space bounds in the worst case. In the (static)...-
PDF
The resource: 'link to publication' is not accessible as guest user. You must login to access it!
-
PDF
-
Social Network Analysis @MasterBigData2022
This course introduces students to the theories, concepts, and measures of Social Network Analysis (SNA), which is aimed at characterizing the structure of large-scale Online...-
PDF
The resource: 'Slides for the course' is not accessible as guest user. You must login to access it!
-
PDF
-
A Survey of Methods for Explaining Black Box Models
In recent years, many accurate decision support systems have been constructed as black boxes, that is as systems that hide their internal logic to the user. This lack of... -
Social Network Analysis
Social Network Analysis course @ Master SoBigData This course introduces students to the theories, concepts and measures of Social Network Analysis (SNA), that is aimed at...-
PDF
The resource: 'Slides' is not accessible as guest user. You must login to access it!
-
The resource: 'Exercise R' is not accessible as guest user. You must login to access it!
-
PDF
-
Complex Network Analysis Lecture
These slides are for a lecture “Network analysis”, of 851-0585-38L Data Science in Techno-Socio-Economic Systems course presented in the spring semester 2021 at ETH Zurich....-
PDF
The resource: 'Lecture' is not accessible as guest user. You must login to access it!
-
PDF
-
Tutorial on Learning To Rank
Efficiency/Effectiveness Trade-offs in Learning to Rank” tutorial by Claudio Lucchese and Franco Maria Nardini at the European Conference on Machine Learning and Principles...-
DOCX
The resource: 'Instructions' is not accessible as guest user. You must login to access it!
-
PDF
The resource: 'Slides-Part1' is not accessible as guest user. You must login to access it!
-
PDF
The resource: 'Slides-Part2' is not accessible as guest user. You must login to access it!
-
PDF
The resource: 'Slides-Part3' is not accessible as guest user. You must login to access it!
-
ipynb
The resource: 'HandsOn-1' is not accessible as guest user. You must login to access it!
-
ipynb
The resource: 'HandsOn-2' is not accessible as guest user. You must login to access it!
-
tar.gz
The resource: 'Hands-On 1/2, QuickRank ...' is not accessible as guest user. You must login to access it!
-
DOCX
-
Archive Crawling
Web archives are typically very broad in scope and extremely large in scale. This makes data analysis appear daunting, especially for non-computer scientists. These... -
Data Journalism and Story Telling
The module aims to teach how to present the knowledge extracted from big data using multimedia story telling. It also shows some of the most recent and meaningful experiences...-
PDF
The resource: 'Lesson 1: Introduction' is not accessible as guest user. You must login to access it!
-
PDF
The resource: 'Lesson 2: Data Sources' is not accessible as guest user. You must login to access it!
-
PDF
The resource: 'Lesson 3: Data Cleansing' is not accessible as guest user. You must login to access it!
-
PDF
The resource: 'Lesson 4: Visual Language ...' is not accessible as guest user. You must login to access it!
-
PDF
-
High Performance and Scalable Analytics Module
Mining with big data or big data mining has become an active research area. Running current analytical methodologies and software tools on a single personal computer cannot...-
PDF
The resource: 'Introduction to Parallel ...' is not accessible as guest user. You must login to access it!
-
PDF
The resource: 'Introduction to Hadoop' is not accessible as guest user. You must login to access it!
-
PDF
The resource: 'Hadoop Patterns' is not accessible as guest user. You must login to access it!
-
PDF
The resource: 'Remote Connection and HDFS' is not accessible as guest user. You must login to access it!
-
ZIP
The resource: 'Exercises for Remote ...' is not accessible as guest user. You must login to access it!
-
PDF
The resource: 'Introduction to Spark' is not accessible as guest user. You must login to access it!
-
ZIP
The resource: 'Exercises for Introduction ...' is not accessible as guest user. You must login to access it!
-
PDF
The resource: 'Introduction to Spark SQL' is not accessible as guest user. You must login to access it!
-
ZIP
The resource: 'Exercises for Introduction ...' is not accessible as guest user. You must login to access it!
-
PDF
The resource: 'Hadoop Ecosystem and ...' is not accessible as guest user. You must login to access it!
-
PDF
The resource: 'Data Mining with Spark (MLLIB)' is not accessible as guest user. You must login to access it!
-
ZIP
The resource: 'Exercises for Data Mining ...' is not accessible as guest user. You must login to access it!
-
PDF
-
Data Mining and Machine Learning for Social Science
An introductory course for data mining and machine learning for social science. The course focuses on presenting typical data mining and machine learning techniques by using a...-
PDF
The resource: 'Data Manipulation' is not accessible as guest user. You must login to access it!
-
PDF
The resource: 'Data Manipulation with AWK' is not accessible as guest user. You must login to access it!
-
PDF
The resource: 'Data Manipulation with MySQL' is not accessible as guest user. You must login to access it!
-
PDF
The resource: 'Data Visualisation and ...' is not accessible as guest user. You must login to access it!
-
PDF
The resource: 'Graphical Analysis with ...' is not accessible as guest user. You must login to access it!
-
PDF
The resource: 'Introduction to Machine ...' is not accessible as guest user. You must login to access it!
-
PDF
The resource: 'Classification and ...' is not accessible as guest user. You must login to access it!
-
PDF
The resource: 'K-Nearest Neighbour Classifier' is not accessible as guest user. You must login to access it!
-
PDF
The resource: 'Unsupervised Data Mining - ...' is not accessible as guest user. You must login to access it!
-
PDF
The resource: 'Unsupervised Density-based ...' is not accessible as guest user. You must login to access it!
-
PDF
The resource: 'Mining the Social Web - ...' is not accessible as guest user. You must login to access it!
-
PDF
The resource: 'Tracking Language Mobility ...' is not accessible as guest user. You must login to access it!
-
PDF
