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:
Observing odor-related information in academic domain
Oct 21, 2021
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30 Views
News Stream Clustering using Multilingual Language Models
Oct 21, 2021
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19 Views
SloBERTa: Slovene monolingual foundation model
Oct 21, 2021
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6 Views
Classification of Cross-cultural News Events
Oct 21, 2021
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9 Views
An evaluation of BERT and Doc2Vec model on the IPTC Subject Codes prediction dat...
Oct 21, 2021
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5 Views
Understanding Text Using Agent Based Models
Oct 21, 2021
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9 Views
Understanding the Impact of Geographical Bias on News Sentiment: A Case Study on...
Oct 21, 2021
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8 Views
Zotero to Elexifinder: Collection, curation, and migration of bibliographical da...
Oct 21, 2021
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5 Views
Simple discovery of COVID ISWAR Metaphors Using Word Embeddings
Oct 21, 2021
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10 Views
Topic modelling and sentiment analysis of COVID-19 related news on Croatian Inte...
Oct 21, 2021
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8 Views
Tackling Class Imbalance in Radiomics: the COVID-19 Use Case
Oct 21, 2021
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11 Views
Observing Water-Related Events for Evidence-Based Decision-Making
Oct 21, 2021
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38 Views
Anomaly Detection on Live Water Pressure Data Stream
Oct 21, 2021
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13 Views
Entropy for Time Series Forecasting
Oct 21, 2021
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21 Views
Modeling stochastic processes by simultaneous optimization of latent representat...
Oct 21, 2021
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12 Views
Causal relationships among global indicators
Oct 21, 2021
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10 Views
Active Learning for Automated Visual Inspection of Manufactured Products
Oct 21, 2021
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26 Views
Learning to Automatically Identify Home Appliances
Oct 21, 2021
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7 Views