Distributed learning has received increasing attention in recent years and is a special need for the era of big data.For a support vector machine (SVM), a powerful binary classification tool, we proposed a novel efficient distributed sparse learning algorithm, the communication-efficient surrogate likelihood support vector machine (CSLSVM), in high
Traffic predicting is a critical component of modern intelligent transportation systems for traffic management and control.However, the traffic flow is complex.On one hand, the urban road structure is highly correlative, and there often exists a nonlinear structural dependence between different roads.On the other hand, traffic flow data often chang
Numb chin syndrome (NCS) is characterized by facial neuropathy along the distribution of the mental branch of the trigeminal nerve.We report a case of NCS in a 65 Cake Tin year old woman who initially presented to her dentist with nonspecific symptoms that she thought were related to a tooth infection.The patient was otherwise healthy and her medic
Smoke detection is a very key part of fire recognition in a forest fire surveillance video since the smoke produced by forest fires is visible much before the flames.The performance of smoke video detection algorithm is often influenced by some smoke-like objects such as heavy fog.This paper presents a novel forest fire smoke video detection based
An important functional trait of organisms is their trophic mode.It determines their position within food webs, as well as their function within an ecosystem.For the better part of the 20th century, aquatic protist communities were thought to consist mainly of producers (phytoplankton) and consumers (protozooplankton).Phytoplankton cover their ener