36 citations · 52 across the 7 of their papers we have counts for
7 papers
Wind to start the washing machine? High-Resolution Wind Atlas for Finland
X. Yang, Y. Tian, I. Schicker +1
The current fossil fuel and climate crisis has led to an increased demand for renewable energy sources, such as wind power. In northern Europe, the efficient use of wind power is c…
Rethinking Drone-Based Search and Rescue with Aerial Person Detection
Pasi Pyrrö, Hassan Naseri, Alexander Jung
The visual inspection of aerial drone footage is an integral part of land search and rescue (SAR) operations today. Since this inspection is a slow, tedious and error-prone job for…
Containing Future Epidemics with Trustworthy Federated Systems for Ubiquitous Warning and Response
Dick Carrillo, Lam Duc Nguyen, Pedro H. J. Nardelli +11
In this paper, we propose a global digital platform to avoid and combat epidemics by providing relevant real-time information to support selective lockdowns. It leverages the perva…
Classifying Process Instances Using Recurrent Neural Networks
Markku Hinkka, Teemu Lehto, Keijo Heljanko +1
Process Mining consists of techniques where logs created by operative systems are transformed into process models. In process mining tools it is often desired to be able to classif…
Online Feature Ranking for Intrusion Detection Systems
Buse Gul Atli, Alexander Jung
Many current approaches to the design of intrusion detection systems apply feature selection in a static, non-adaptive fashion. These methods often neglect the dynamic nature of ne…
Structural Feature Selection for Event Logs
Markku Hinkka, Teemu Lehto, Keijo Heljanko +1
We consider the problem of classifying business process instances based on structural features derived from event logs. The main motivation is to provide machine learning based tec…
Domain Adaptation for Resume Classification Using Convolutional Neural Networks
Luiza Sayfullina, Eric Malmi, Yiping Liao +1
We propose a novel method for classifying resume data of job applicants into 27 different job categories using convolutional neural networks. Since resume data is costly and hard t…