NSVD: Normalized Singular Value Deviation Reveals Number of Latent Factors in Tensor Decomposition [0.03%]
NSVD：归一化奇异值偏差揭示张量分解中潜在因子的数量
Yorgos Tsitsikas,Evangelos E Papalexakis
Yorgos Tsitsikas
Tensor decomposition has been shown, time and time again, to be an effective tool in multiaspect data mining, especially in exploratory applications where the interest is in discovering hidden interpretable structure from the data. In such ...
Overcoming Resistance to Big Data and Operational Changes Through Interactive Data Visualization [0.03%]
通过交互式数据可视化克服对大数据和运营变革的抵触情绪
Gloria Phillips-Wren,Sueanne McKniff
Gloria Phillips-Wren
Research has shown that the use of big data can modify operational processes in organizations. However, little research has been conducted on overcoming resistance to the process changes needed for adoption of big data technologies. In this...
Yang Li,Buyue Qian,Xianli Zhang et al.
Yang Li et al.
Diagnosis prediction is an important predictive task in health care that aims to predict the patient future diagnosis based on their historical medical records. A crucial requirement for this task is to effectively model the high-dimensiona...
Coronavirus Optimization Algorithm: A Bioinspired Metaheuristic Based on the COVID-19 Propagation Model [0.03%]
冠状病毒优化算法：基于COVID-19传播模型的新型元启发式算法
F Martínez-Álvarez,G Asencio-Cortés,J F Torres et al.
F Martínez-Álvarez et al.
This study proposes a novel bioinspired metaheuristic simulating how the coronavirus spreads and infects healthy people. From a primary infected individual (patient zero), the coronavirus rapidly infects new victims, creating large populati...
Fog-Based Delay-Sensitive Data Transmission Algorithm for Data Forwarding and Storage in Cloud Environment for Multimedia Applications [0.03%]
基于雾计算的多媒体应用云环境中时延敏感数据传输转发及存储机制算法研究
Azath Mubarakali,Anand Deva Durai,Mohmmed Alshehri et al.
Azath Mubarakali et al.
Fog computing is playing a vital role in data transmission to distributed devices in the Internet of Things (IoT) and another network paradigm. The fundamental element of fog computing is an additional layer added between an IoT device/node...
MonkeyKing: Adaptive Parameter Tuning on Big Data Platforms with Deep Reinforcement Learning [0.03%]
基于深度强化学习的大数据平台自适应参数调节：孙悟空案例研究
Haizhou Du,Ping Han,Qiao Xiang et al.
Haizhou Du et al.
Choosing the right parameter configurations for recurring jobs running on big data analytics platforms is difficult because there can be hundreds of possible parameter configurations to pick from. Even the selection of parameter configurati...
Fuzzy Inspired Deep Belief Network for the Traffic Flow Prediction in Intelligent Transportation System Using Flow Strength Indicators [0.03%]
基于模糊启发的深度信念网络在智能交通系统中的流量预测方法研究及流强指标分析
Shiju George,Ajit Kumar Santra
Shiju George
Intelligent transportation system (ITS) is an advance leading edge technology that aims to deliver innovative services to different modes of transport and traffic management. Traffic flow prediction (TFP) is one of the key macroscopic param...
Call for Special Issue Papers: Soft Computing Models for Big Data and Internet of Things [0.03%]
软计算在大数据和物联网中的应用专题论文征集通知
Naveen Chilamkurti,Anand Paul,Akshi Kumar
Naveen Chilamkurti
FakeNewsNet: A Data Repository with News Content, Social Context, and Spatiotemporal Information for Studying Fake News on Social Media [0.03%]
_fakeNewssNet：一个包含新闻内容、社会背景和时空信息的数据库用于研究社交媒体上的虚假新闻_
Kai Shu,Deepak Mahudeswaran,Suhang Wang et al.
Kai Shu et al.
Social media has become a popular means for people to consume and share the news. At the same time, however, it has also enabled the wide dissemination of fake news, that is, news with intentionally false information, causing significant ne...