Classifying electroencephalography (EEG) signals is an important step for proceeding EEG-based brain computer interfaces (BCI). Currently, kernel based methods such as support vector machine (SVM) are the state-of-the-art methods for this problem. In this paper, we apply Gaussian process (GP) classification to binary classification problems of motor imagery EEG data. Comparing with SVM, GP base...

Due to an uneven climatic condition crops are being affected which leads decrease in agriculture yield. It greatly affects global agricultural economy. However, the becomes more worse when diseases identified crops. Agriculture plays a vital role every country’s Thus, there is need identify crop disease before it visible on so that can be avoided by using appropriate measures. The traditional w...

Orchid flower as ornamental plants with a variety of types where one type orchid has various characteristics in the form different shapes and colors. Here, we chosen support vector machine (SVM), Naïve Bayes, k-nearest neighbor algorithm which generates text input. This system aims to assist community recognizing based on their type. We used more than 2250 1500 images for training testing respe...

تعمج تانايبلا . ةيجهنم ةعجارم تناك ةساردلا هذه :هقیرطلا و ةصالخا تاملكلا لامعتساو تانايبلا ةدعاق يف ثحبلا للاخ نم زجالحا " :یتلاا تناك ةصالخا تاملكلا .ثحبلا یف قمعتلا ريياعلما . " ةطبثلما لماوعلا " و "ءاسنلل ةدلاولا لبق ةياعرلا " لوصو" ٬" یف قمعتلا وةساردلا دعب .OR ،AND تناك ةيقطنلما لماوعلا تلااقم تددحو تضفر ةطبارتم ريغ تلااقم ، هفلتخلما تلااقلما تلااقلما رايتخلاا رايعم .تلااقلما لذل اصخلم اها...

Auditors face the difficult task of detecting companies that issue manipulated financial statements. In recent years, machine learning methods have provided a feasible solution to this task. This study develops support vector machine (SVM) models using published South African financial data. The input vectors are comprised of ratios derived from financial statements. The three SVM models are co...

Protein is a very important part of a cell. It carries out its duties as specified by the information encoded in genes. Proteins interact with each other to carry out different biological functions. Information about these interactions will help a lot in understanding different diseases. Different classifiers have been used till now to classify the protein-protein interactions. Some of the clas...

ةــصلاـخلا : سا وه ةنيجهلا ملعتلا ةمظنأ يدحت نإ تامولعملا رداصم دحأ نم ةعبانلا تامولعملا لامعت رخآ ردصم نع ةمجانلا صئاقنلا ةنزاومل . كلذ و ةدعاو ثحب ةهجو لثمي يزمرلا يكبشلا جزملا نإ ةيزمرلا نيتقيرطلا نيب دضاعتلا نلأ ) ةيرظنلا ( ةيكبشلا و ) ةيبيرجتلا ( لآ لامعتسا نم ةيلاعف رثآأ ادح ىلع امهنم ةدحاو . لا اذه فصي ،يزمر يكبش فنصم ةطساوب ةيفرحلا ةيبرعلا غلابملا ىلع فرعتلل اماظن ثحب ،ةيلاملا غلابملا...

ناآ دقل رهوج ،ةيفخ ةفصب تامولعملا لاسرإ و لاصتلاا عوضوم مدقلا ذنم مامتهلاا و ديعب نمز ذنم عساو لكشب مدختست ةيصنلا قئاثولا تناآ ، صوصنلا يف تامولعملا ءافخلإ ةفلتخم اًقرط مويلا ىتح نمز ذنم دهشن نحن كلذل ) Text Steganography .( لاقملا اذه نإ ط لوانتي ةيبرعلا و ةيسرافلا صوصنلا يف تامولعملا ءافخلإ ةديدج ةقير . و دوآ ينويلا ةفصاوم يف دجوي ) Unicode ( ءايلا فرحل نافلتخم نازمر » ى « ، فاكلا فرحل كلذآو...

MOTIVATION Microarrays datasets frequently contain a large number of missing values (MVs), which need to be estimated and replaced for subsequent data mining. The focus of the paper is to study the effects of different MV treatments for cDNA microarray data on disease classification analysis. RESULTS By analyzing five datasets, we demonstrate that among three kinds of classifiers evaluated in...