Results 1 to 10 of about 2,612,955 (312)
AIPerf: Automated Machine Learning as an AI-HPC Benchmark
Big Data Mining and Analytics, 2021 The plethora of complex Artificial Intelligence (AI) algorithms and available High-Performance Computing (HPC) power stimulates the expeditious development of AI components with heterogeneous designs.
Zhixiang Ren +8 more
doaj +1 more source
3D Environmental Perception Modeling in the Simulated Autonomous-Driving Systems
Complex System Modeling and Simulation, 2021 Self-driving vehicles require a number of tests to prevent fatal accidents and ensure their appropriate operation in the physical world. However, conducting vehicle tests on the road is difficult because such tests are expensive and labor intensive.
Chunmian Lin +3 more
doaj +1 more source
A flexible scheduling algorithm for the 5th-generation networks
Intelligent and Converged Networks, 2021 At present, the 5th-Generation (5G) wireless mobile communication standard has been released. 5G networks efficiently support enhanced mobile broadband traffic, ultra-reliable low-latency communication traffic, and massive machine-type communication ...
Lanlan Li, Wentao Shao, Xin Zhou
doaj +1 more source
Machine Knowledge and Human Cognition
Big Data Mining and Analytics, 2020 Intelligent machines are knowledge systems with unique knowledge structure and function. In this paper, we discuss issues including the characteristics and forms of machine knowledge, the relationship between knowledge and human cognition, and the ...
Fashen Li +12 more
doaj +1 more source
A Deep-Learning Prediction Model for Imbalanced Time Series Data Forecasting
Big Data Mining and Analytics, 2021 Time series forecasting has attracted wide attention in recent decades. However, some time series are imbalanced and show different patterns between special and normal periods, leading to the prediction accuracy degradation of special periods.
Chenyu Hou, Jiawei Wu, Bin Cao, Jing Fan
doaj +1 more source
DFF-ResNet: An Insect Pest Recognition Model Based on Residual Networks
Big Data Mining and Analytics, 2020 Insect pest control is considered as a significant factor in the yield of commercial crops. Thus, to avoid economic losses, we need a valid method for insect pest recognition.
Wenjie Liu +3 more
doaj +1 more source
A Survey on Algorithms for Intelligent Computing and Smart City Applications
Big Data Mining and Analytics, 2021 With the rapid development of human society, the urbanization of the world’s population is also progressing rapidly. Urbanization has brought many challenges and problems to the development of cities.
Zhao Tong +4 more
doaj +1 more source
The 2019 yearbook of Neurorestoratology
Journal of Neurorestoratology, 2020 Time is infinite movement in constant motion. We are glad to see that Neurorestoratology, a new discipline, has grown into a rich field involving many global researchers in recent years.
Hongyun Huang +21 more
doaj +1 more source
Analysis and Predictions of Spread, Recovery, and Death Caused by COVID-19 in India
Big Data Mining and Analytics, 2021 The novel coronavirus outbreak was first reported in late December 2019 and more than 7 million people were infected with this disease and over 0.40 million worldwide lost their lives.
Rajani Kumari +6 more
doaj +1 more source
Distributed reinforcement learning based framework for energy-effcient UAV relay against jamming
Intelligent and Converged Networks, 2021 Unmanned aerial vehicle (UAV) network is vulnerable to jamming attacks, which may cause severe damage like communication outages. Due to the energy constraint, the source UAV cannot blindly enlarge the transmit power, along with the complex network ...
Weihang Wang +4 more
doaj +1 more source