As part of a new research program for the common good-oriented handling of artificial intelligence (AI) three projects of the University of Mannheim are funded by the Baden-Württemberg Foundation.
The paper Intraday Shelf Replenishment Decision Support for perishable Goods by Jakob Huber and Heiner Stuckenschmidt has been accepted by the International Journal of Production Economics (Elsevier, Impact Factor 4,998).
The paper "Daily Retail Demand Forecasting Using Machine Learning with Emphasis on Calendric Special Days" by Jakob Huber and Heiner Stuckenschmidt has been accepted for the International Journal of Forecasting (Impact Factor 3.386)
The paper "Improving Smart Charging Prioritization By Predicting Electric Vehicle Departure Time" by Oliver Frendo, Nadine Gaertner and Heiner Stuckenschmidt has been accepted for IEEE Transactions on Intelligent Transportation Systems (Impact Factor 5.744)
The paper "You CAN Teach an Old Dog New Tricks! On Training Knowledge Graph Embeddings" by Daniel Ruffinelli, Samuel Broscheit and Rainer Gemulla has been accepted at the 2020 International Conference of Learning Representations (ICLR).
Knowledge graph embedding (KGE) models learn ...
LibKGE is a PyTorch-based library for efficient training, evaluation, and hyperparameter optimization of knowledge graph embeddings (KGE). It is highly configurable, easy to use, and extensible.
The first DWS PhD Student Poster Session of the FSS2019 DWS Colloquium took place today.
We are very happy to announce that Dr. Han van der Aa will be assigned as Juniorprofessor at the School of Business Informatics and Mathematics in April. Dr. van der Aa reseach focus is data-driven process analytics and he will join the DWS group as 8th professor. Welcome!
The DWS group is happy to announce the new release of the WebDataCommons Microdata, JSON-LD, RDFa and Microformat data corpus. The data has been extracted from the November 2019 version of the Common Crawl covering 2.4 billion HTML pages which originate from 32 million websites (pay-level domains).
On December 5th, Heiko Paulheim has given a keynote speech at the 27th Irish Conference on Artificial Intelligence and Cognitive Science (AICS 2019) in Galway, Ireland, titled "Beyond DBpedia and YAGO - The New Kids on the Knowledge Graph Block".
The talk introduced two recent knowledge graph ...
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