Blar i NTNU Open på forfatter "Wang, Hao"
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An improved Canopy-FFCM clustering algorithm for ocean data analysis
Wang, Haiyang; Huang, Mengxing; Wu, Di; Wang, Hao; ZHU, Miao; He, Haotian; Kang, Jian (Chapter, 2019)With the further advancement of the research on marine environmental science, more and more attention has been paid to modern data monitoring technology. In order to obtain the current water quality information quickly, ... -
Anomaly Detection and Visualization of School Electricity Consumption Data
Cui, Wenqiang; Wang, Hao (Chapter, 2017)Anomaly detection has been widely used in a variety of research and application domains, such as network intrusion detection, insurance/credit card fraud detection, health-care informatics, industrial damage detection, ... -
Applying hyperparameter optimization and other model adaption methods to tune existing models for microbial pathogens in drinking water supplies
Noem, Niklas (Master thesis, 2018)The collection and analysis of data on the concentration of pathogenic organisms in raw water sources is critical for the optimization of disinfection processes in water treatment plants. Nevertheless, there are no robust ... -
An attention‐based category‐aware GRU model for the next POI recommendation
Liu, Yuwen; Pei, Aixiang; Wang, Fan; Yang, Yihong; Zhang, Xuyun; Wang, Hao; Dai, Hong-Ning; Qi, Lianyong; Ma, Rui (Journal article; Peer reviewed, 2021) -
Augmented Data Selector to Initiate Text-Based CAPTCHA Attack
Che, Aolin; Liu, Yalin; Xiao, Hong; Wang, Hao; Zhang, Ke; Dai, Hong-Ning (Peer reviewed; Journal article, 2021)In the past decades, due to the low design cost and easy maintenance, text-based CAPTCHAs have been extensively used in constructing security mechanisms for user authentications. With the recent advances in machine/deep ... -
AWS IoT-basert system for håndtering av kommunikasjon og kontroll av AGV
Tracz, Bartosz; Masteholtet, Eirik Persson; Isaksen, Anders (Bachelor thesis, 2019)Internet of Things (IoT) har de siste årene erfart en kraftig vekst. Denne veksten har ført til økt popularitet og tilgjengelighet av IoT-baserte løsninger på markedet. Robotiske teknologier, slik som Automated guided ... -
Banking Comprehensive Risk Management System Based on Big Data Architecture of Hybrid Processing Engines and Databases
Ma, Shenglan; Wang, Hao; Xu, Botong; Xiao, Hong; Xie, Fangkai; Dai, Hong-Ning; Tao, Ran; Yi, Ruihua; Wang, Tongsen (Chapter, 2018) -
Big data analysis and visualization tools for different industries
Han, Fang (Master thesis, 2017)With the world s entrance into the information age, data analysis has become a major tool for the advancement of any industry. Big data analytics and visualization allows researchers and scientists to view and easily ... -
Big Data Analytics for Large-Scale Wireless Networks: Challenges and Opportunities
Dai, Hong-Ning; Wong, Raymond Chi-Wing; Wang, Hao; zheng, zibin; Vasilakos, Athanasios (Journal article; Peer reviewed, 2019)The wide proliferation of various wireless communication systems and wireless devices has led to the arrival of big data era in large-scale wireless networks. Big data of large-scale wireless networks has the key features ... -
Big data analytics for manufacturing internet of things: opportunities, challenges and enabling technologies
Dai, Hong-Ning; Wang, Hao; Xu, Guangquan; Wan, Jiafu; Imran, Muhammad (Journal article; Peer reviewed, 2019)Data analytics in massive manufacturing data can extract huge business values while can also result in research challenges due to the heterogeneous data types, enormous volume and real-time velocity of manufacturing data. ... -
Big data and connectivity in long-linked supply chains
Engelseth, Per; Wang, Hao (Journal article; Peer reviewed, 2018)Purpose This study aims to consider the developing of strategic use of big data in association with long-linked physical goods supply focusing on risk management. Design/methodology/approach Analysis is grounded on a case ... -
Billettsystem på Blockchain
Flatby, Andrine Celine; Gran, Ole Bjørn; Lillevik, Marius (Bachelor thesis, 2019)Innit AS har flere lisensierte applikasjoner for billettsalg for ishockey lag i den norske hockey ligaen. De forbedrer kontinuerlig sine billettsystemer, og de vil se om de kan forbedre sin eksisterende løsning ved hjelp ... -
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 ... -
Blockchain Dividing Based on Node Community Clustering in Intelligent Manufacturing CPS
Li, Suisheng; Xiao, Hong; Wang, Hao; Wang, Tao; Qiao, Jingwei; Liu, Shaofeng (Chapter, 2019)The blockchain technology becomes a key facilitator for Intelligent Manufacturing as it enables intelligent nodes to participate in global manufacturing networks with secure ledgers and smart contracts features. However, ... -
Blockchain-based data privacy management with Nudge theory in open banking
Wang, Hao; Ma, Shenglan; Dai, Hong-Ning; Imran, Muhammad; Wang, Tongsen (Journal article; Peer reviewed, 2019)Open banking brings both opportunities and challenges to banks all over the world especially in data management. A blockchain as a continuously growing list of records managed by a peer-to-peer network is widely used in ... -
Blockchain-Based Power Energy Trading Management
Wang, Hao; Ma, Shenglan; Guo, Chaonian; Wu, Yulei; Dai, Hong-Ning; Wu, Di (Peer reviewed; Journal article, 2021)Distributed peer-to-peer power energy markets are emerging quickly. Due to central governance and lack of effective information aggregation mechanisms, energy trading cannot be efficiently scheduled and tracked. We devise ... -
Blockchain-Based Privacy Preservation for 5G-Enabled Drone Communications
Wu, Yulei; Dai, Hong-Ning; Wang, Hao; Choo, Kim-Kwang Raymond (Peer reviewed; Journal article, 2021)5G-enabled drones have potential applications in a variety of both military and civilian settings (e.g., monitoring and tracking of individuals in demonstrations and/or enforcing of social/ physical distancing during ... -
A Blockchain-Empowered Cluster-based Federated Learning Model for Blade Icing Estimation on IoT-enabled Wind Turbine
Cheng, Xu; Tian, Weiwei; Shi, Fan; Zhao, Meng; Chen, Shengyong; Wang, Hao (Peer reviewed; Journal article, 2022)Wind energy is a fast-growing renewable energy but faces the blade icing. Data-driven methods provide talented solutions for blade icing detection but a considerable amount of data need to be collected to a central server, ... -
Blockchain-Empowered Edge Intelligence for Internet of Medical Things Against COVID-19
Dai, Hong-Ning; Wu, Yulei; Wang, Hao; Imran, Muhammad; Haider, Noman (Journal article; Peer reviewed, 2021)We have witnessed an unprecedented public health crisis caused by the new coronavirus disease (COVID-19), which has severely affected medical institutions, our common lives, and social-economic activities. This crisis also ... -
Blockchain-Powered Service Migration for Uncertainty-Aware Workflows in Edge Computing
Xu, Xiaolong; Geng, Qingfan; Cao, Hao; Mo, Ruichao; Wan, Shaohua; Qi, Lianyong; Wang, Hao (Journal article; Peer reviewed, 2019)In edge computing, the workflow is used to simulate and manage computing tasks as well as information exchange for compute-intensive and data-intensive application, which is convenient for the various complex process to ...