Blar i Institutt for internasjonal forretningsdrift på forfatter "Wang, Hao"
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Blockchain and Incumbent Manufacturing Value Chains Applicability and Adoption Use case: Ekornes, Norway
Loutfi, Ahmad Amine (Master thesis, 2018)Technology innovations are one of the most fundamental forces shaping today’s increasingly digitized economy. This study focuses on blockchain, as an instance of radically disruptive innovations, and its impact on incumbent ... -
Deep Learning Approaches in Credit Scoring
Hjelkrem, Lars Ole (Doctoral theses at NTNU;2023:256, Doctoral thesis, 2023)SUMMARY Credit scoring is a crucial aspect of the lending process, as it helps lenders to assess the creditworthiness of potential borrowers. The main focus of this thesis is applying deep learning methods on transaction ... -
Machine Translation in Low-Resource Languages by an Adversarial Neural Network
Sun, Mengtao; Wang, Hao; Pasquine, Mark; Abdelfattah Abdelhameed, Ibrahim (Peer reviewed; Journal article, 2021)Existing Sequence-to-Sequence (Seq2Seq) Neural Machine Translation (NMT) shows strong capability with High-Resource Languages (HRLs). However, this approach poses serious challenges when processing Low-Resource Languages ... -
Perceiving the Narrative Style for Fake News Detection Using Deep Learning
Sun, Mengtao; Hameed, Ibrahim A.; Wang, Hao; Pasquine, Mark (Chapter, 2021)Existing deep-learning-based features have shown strong enough results (more than 90% accuracy) if a large amount of annotated data is available. However, in reality, data annotation is labor-intensive and expensive. This ... -
PlastOPol: A Collaborative Data-driven Solution for Marine Litter Detection and Monitoring
Liu, Jincheng; Wu, Di; Hellevik, Christina Carrozzo; Wang, Hao (Chapter, 2023)Marine plastic pollution as a generally accepted global challenge has comprehensive impacts on our living environment. However, in practice, it is extremely difficult to monitor the severity of the problem based on the ... -
Skip Truncation for Sentiment Analysis of Long Review Information Based on Grammatical Structures
Sun, Mengtao; Hameed, Ibrahim A.; Wang, Hao; Pasquine, Mark (Peer reviewed; Journal article, 2022)In reality, some emotional utterances are especially long, such as the critiques of a movie. Compared with short sentences, the sentiment of a longer paragraph is more difficult to be detected. Moreover, longer paragraphs ...