Slovenian KDD Conference on Data Mining and Data Warehouses (SiKDD), Ljubljana 2021

Slovenian KDD Conference on Data Mining and Data Warehouses (SiKDD), Ljubljana 2021

18 Lectures · Oct 4, 2021

About

Data driven technologies have significantly progressed after mid 90’s. The first phases were mainly focused on storing and efficiently accessing the data, resulted in the development of industry tools for managing large databases, related standards, supporting querying languages, etc. After the initial period, when the data storage was not a primary problem anymore, the development progressed towards analytical functionalities on how to extract added value from the data; i.e., databases started supporting not only transactions but also analytical processing of the data. At this point, data warehousing with On-Line-Analytical-Processing entered as a usual part of a company’s information system portfolio, requiring from the user to set well defined questions about the aggregated views to the data. Data Mining is a technology developed after year 2000, offering automatic data analysis trying to obtain new discoveries from the existing data and enabling a user new insights in the data. In this respect, the Slovenian KDD conference (SiKDD) covers a broad area including Statistical Data Analysis, Data, Text and Multimedia Mining, Semantic Technologies, Link Detection and Link Analysis, Social Network Analysis, Data Warehouses.

To find out more please visit SiKDD 2021 website.

Uploaded videos:

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10:39

Observing odor-related information in academic domain

Oct 21, 2021

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37 Views

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14:01

News Stream Clustering using Multilingual Language Models

Oct 21, 2021

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20 Views

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11:11

SloBERTa: Slovene monolingual foundation model

Oct 21, 2021

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6 Views

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09:40

Classification of Cross-cultural News Events

Oct 21, 2021

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10 Views

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14:54

An evaluation of BERT and Doc2Vec model on the IPTC Subject Codes prediction dat...

Oct 21, 2021

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5 Views

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15:11

Understanding Text Using Agent Based Models

Oct 21, 2021

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10 Views

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11:57

Understanding the Impact of Geographical Bias on News Sentiment: A Case Study on...

Swati Swati

Oct 21, 2021

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9 Views

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12:39

Zotero to Elexifinder: Collection, curation, and migration of bibliographical da...

Oct 21, 2021

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6 Views

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09:36

Simple discovery of COVID ISWAR Metaphors Using Word Embeddings

Oct 21, 2021

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11 Views

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11:36

Topic modelling and sentiment analysis of COVID-19 related news on Croatian Inte...

Oct 21, 2021

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9 Views

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16:26

Tackling Class Imbalance in Radiomics: the COVID-19 Use Case

Oct 21, 2021

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12 Views

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13:50

Observing Water-Related Events for Evidence-Based Decision-Making

Oct 21, 2021

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39 Views

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13:41

Anomaly Detection on Live Water Pressure Data Stream

Oct 21, 2021

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14 Views

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12:37

Entropy for Time Series Forecasting

Oct 21, 2021

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21 Views

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14:18

Modeling stochastic processes by simultaneous optimization of latent representat...

Oct 21, 2021

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13 Views

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18:31

Causal relationships among global indicators

Oct 21, 2021

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10 Views

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11:47

Active Learning for Automated Visual Inspection of Manufactured Products

Oct 21, 2021

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26 Views

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12:36

Learning to Automatically Identify Home Appliances

Oct 21, 2021

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8 Views

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