In response to the problems of slow running speed and high error rates traditional flight conflict detection algorithms, in this paper, we propose a algorithm based on use relevance vector machine. A set symmetrical historical data was used as training model, SMOTE resampling method optimize set. We obtained relatively trained it with machine, improving kernels through an intelligent algorithm....

background: this paper proposes a new emotional stress assessment system using multi-modal bio-signals. electroencephalogram (eeg) is the reflection of brain activity and is widely used in clinical diagnosis and biomedical research. methods: we design an efficient acquisition protocol to acquire the eeg signals in five channels (fp1, fp2, t3, t4 and pz) and peripheral signals such as blood volu...

estimation of the conceptual costs in construction projects can be regarded as an important issue in feasibility studies. this estimation has a major impact on the success of construction projects. indeed, this estimation supports the required information that can be employed in cost management and budgeting of these projects. the purpose of this paper is to introduce an intelligent model to im...

finding repetitive subsequences in genome is a challengeable problem in bioinformatics research area. a lot of approaches have been proposed to solve the problem, which could be divided to library base and de novo methods. the library base methods use predetermined repetitive genome’s subsequences, where library-less methods attempt to discover repetitive subsequences by analytical approaches. ...

This paper proposes a new method for direct control of active power and stator flux of permanent magnet synchronous generator (PMSG) used in the wind power generation system. Active power and stator flux are controlled by the proposed discrete time algorithm. Despite the commonly used vector control methods, there is no need for inner current control loops. To decrease the errors between refere...

acute lymphoblastic leukemia is the most common form of pediatric cancer which is categorized into three l1, l2, and l3 and could bedetected through screening of blood and bone marrow smears by pathologists. due to being time‑consuming and tediousness of theprocedure, a computer‑based system is acquired for convenient detection of acute lymphoblastic leukemia. microscopic images areacquired fro...

Air pollution is one of the major concerns considering detriments to human health. This type leads several health problems for humans, such as asthma, heart issues, skin diseases, bronchitis, lung cancer, and throat eye infections. also poses serious issues planet. Pollution from vehicle industry cause greenhouse effect CO2 emissions. Thus, real-time monitoring air in these areas will help loca...

One of the important issues in speech emotion recognizing is selecting of appropriate feature sets in order to improve the detection rate and classification accuracy. In last studies researchers tried to select the appropriate features for classification by using the selecting and reducing the space of features methods, such as the Fisher and PCA. In this research, a hybrid evolutionary algorit...

A number of core computational problems in machine learning, both old and new, can be cast as a matrixvector multiplication between a kernel matrix or class-probability matrix and a vector of weights. This arises prominently, for example, in the kernel estimation methods of nonparametric statistics, many common probabilistic graphical models, and the more recent kernel machines. After highlight...