This paper extends binary support vector machines to multiclass classification for recognising emotions from speech.We apply two standard schemes (one-versus-one and one-versusrest) that form a hierarchy of classifiers each making distinct decision about class membership, on three publicly-available databases.Using the OpenEAR toolkit extract more than 6000 features per speech sample, we have been able outperform state-of-the-art methods all databases.

Focus of this paper is to recognize tumorous (malignant) and non-tumorous (benign) from the dataset. Wisconsin breast cancer data (WBCD) has been used taken UCI machine learning repository. Most popular supervised classifiers with PCA based dimensionality rebate techniques applied. Support Vector Machine, K Nearest Neighbor, Decision Tree, Naïve Bayes Logistic Regression Linear, Sigmoid, Cosine, Poly Radial basis function PCA's. Numerous performance metrics tested after getting confusion...

The paper presents an idea of developing a simple neural network based traffic controller using fuzzy inference rules. design control system is proposed. proposed efficiently handles the flow and congestion in intersection. goal achieved by managing duration green light interval. able to calculate time signal. calculated on information regarding number cars two lanes where signal i.e. Arrivals that are waiting all remaining which have red Queue. will use rule strategy train from input data...

Neutrosophic theory has many applications in graph theory, bipolar single valued neutrosophic graphs (BSVNGs) is the generalization of fuzzy and intuitionistic graphs, SVNGs. In this paper we introduce some types BSVNGs, such as subdivision middle total BSVNGs line (BSVNLGs), also investigate isomorphism, co weak isomorphism properties BSVNGs,total BSVNLGs.

Carbon nanotubes (CNTs) are graphene sheets of nanometer size with unique strength and physio-chemical properties. These nano-structures single multi-layer have potential to conjugate various functional groups. Recent advances in life sciences nanotechnology revealed that salient features CNTs enable them play promising role diverse areas health like drug delivery, gene therapy, cancer treatment, artificial implants, tissue regeneration, neurodegenerative diseases. This review focuses on the...

In this paper, we propose a real-time fault detection system for the semiconductor domain, which aims to detect abnormal wafers from recent history of electrical measurements.It is based on dynamic model uses our filter method as feature selection approach, and one-class support vector machines algorithm classification task.The dynamicity ensured by updating database through temporal moving window.Two scenarios window are proposed.In order prove efficiency system, compare it an alternative...

This paper deals with the problem of estimating regression a surrogated scalar response variable given functional random one. We construct an estimator operator by using, in addition to available (true) data, surrogate data. then establish some asymptotic properties constructed terms almost-complete and quadratic mean convergences. Notice that obtained results generalize part finite dimensional framework. Finally, illustration on applicability our both simulated data real dataset was...

In this paper, we define the regular and totally bipolar single valued neutrosophic hypergraphs, discuss order size along with properties of hypergraphs. We extend work on completeness

The accessibility to Electroencephalogram (EEG) recording systems has enabled the healthcare providers record brain activity of patients under treatment, during multiple sessions.Thus changes can be observed and evaluated.It been shown in many studies that EEG data are never exactly same when recordings done different sessions inducing a shift between sessions.This is induced due parameters such as: physical /mental state patient, ambient environment, location electrodes, impedance...

Congenital unilateral lower lip palsy (CULLP), or congenital hypoplasia of the depressor anguli oris muscle, also known as asymmetric crying facies, is a rare condition that results in asymmetry during smiling, laughing, and crying. Although etiology unknown, weakness labii inferioris (DLI) muscle implicated contributing factor. Currently, no well-established treatment options are available. This case report describes an 18-year-old male patient diagnosed with CULLP. Physical examination...

Background: Pronation was defined as simultaneous calcaneal eversion, foot abduction, and dorsiflexion. necessary for stability when walking standing; however, having too much ROM this action might contribute to overpronation. Good postural balance required improve voluntary movement control in sports. Objective: To determine the prevalence of pronation distortion syndrome anterior pelvic tilt among amateur athletes observe correlation between body population. Methods: In cross-sectional...

In 2D pose estimation, each limb is parametrized by it position(2D), scale(1D) and orientation(1D). One of the key bottlenecks exhaustive search in this 4D space where only a few maxima are desired. To reduce space, we reformulate problem terms finding modes likelihood distribution solve using Mean-Shift algorithm. Ours first paper estimation community to use such an approach. addition, describe complete top-down approach that estimates limbs sequential pair-wise manner. This allows us...

Neutrosophic theory has many applications in graph theory, bipolar single valued neutrosophic graphs (BSVNGs) is the generalization of fuzzy and intuitionistic graphs, SVNGs. In this paper we introduce some types BSVNGs, such as subdivision middle total BSVNGs line (BSVNLGs), also investigate isomorphism, co weak isomorphism properties BSVNLGs.

In tracking, there are two fundamental ways to solve the correspondence problem, either as a low-level feature matching or through high-level object matching. Most of 2D pose tracking methods based on This makes them highly dependent detectors, which typically trained in specific views, limiting trackers those view-points only. We propose systematic approach for that combines and approaches unified framework. utilized brightness constancy assumption find corresponding pixels consecutive...

In this paper, we define the regular and totally single valued neutrosophic hypergraphs, discuss order size along with properties of hypergraphs. We also extend work on completeness