Investigating Cross-lingual Multi-level Adaptive Networks: The Importance of the Correlation of Source and Target Languages

no code implementations • IWSLT 2016 • Alexandros Lazaridis, Ivan Himawan, Petr Motlicek, Iosif Mporas, Philip N. Garner

We experiment with three different scenarios using, i) French, as a source language uncorrelated to the target language, ii) Ukrainian, as a source language correlated to the target one and finally iii) English as a source language uncorrelated to the target language using a relatively large amount of data in respect to the other two scenarios.

Investigating the Effect of Emoji in Opinion Classification of Uzbek Movie Review Comments

no code implementations • 2 Aug 2020 • Ilyos Rabbimov, Iosif Mporas, Vasiliki Simaki, Sami Kobilov

Opinion mining on social media posts has become more and more popular.

Classification General Classification +1

Evaluation of Big Data based CNN Models in Classification of Skin Lesions with Melanoma

no code implementations • 10 Jul 2020 • Prasitthichai Naronglerdrit, Iosif Mporas

This chapter presents a methodology for diagnosis of pigmented skin lesions using convolutional neural networks.

General Classification Image Classification

Identification of TV Channel Watching from Smart Meter Data Using Energy Disaggregation

no code implementations • 1 Jul 2020 • Pascal A. Schirmer, Iosif Mporas, Akbar Sheikh-Akbari

Smart meters are used to measure the energy consumption of households.

Load Forecasting