the major aim of processing satellite images is to prepare topical and effectivemaps. the selection of appropriate classification methods plays an important role. amongvarious methods existing for image classification, artificial neural network method is ofhigh accuracy. in present study, tm images of 1987, and etm+ images of 2000 and 2006were analyzed using artificial fuzzy artmap neural netwo...

The effects of incentive and preparation on performance and classification accuracy of standard and malingering-specific tests were investigated in a simulation study using a 2 (no incentive vs. a $20 incentive) x 2 (immediate vs. delayed preparation) factorial design. Eighty undergraduate students and 15 individuals with traumatic brain injury were administered standard (viz., Digit Span and V...

Heat stress (HS) is one of the costliest issues in the U.S. pork industry. Aims of the present study were to determine the consequences of repeated exposure to HS on growth performance, and the effects of a high fiber diet, the genetic potential for high lean tissue accretion, and the genetic potential for residual feed intake (RFI) on resilience to HS. Barrows (n = 97) from three genetic lines...

Abstract This study aimed to analyze the management of hemotherapy services (HS) in context COVID-19 pandemic from perspective municipal managers different regions Brazil. A qualitative approach with semi-structured interviews was applied HS three Brazilian capitals, Brazil, during period between September 2021 and April 2022. The textual content submitted lexicographic analysis using free acce...

This study analyzes the trends and determines comparative advantage competitiveness of India’s fish fishery products trade in world market exports to 10 major destinations over period 2000–2021. We use revealed symmetric (RSCA) index quantify exporting Vollrath measure country’s trade. collected relevant data at Harmonized System (HS) four-digit level from UN Commodity Trade (UN Comtrade) datab...

A classification function maps a set of vectors into several classes. machine learning problem is treated as design for partially defined functions. To realize functions MNIST hand written digits, three different architectures are considered: Single-unit realization, 45-unit and ×r realization. The realization consists 45 ternary classifiers, 10 counters, max selector. Test accuracy these compa...

The harmonic solution (HS) on a graph is one of the most popular approaches to semi-supervised learning. This is the first paper that studies how to identify highly confident HS predictions on a graph based on the HS on its subgraph. The premise of our method is that the subgraph is much smaller than the graph and therefore the most confident predictions can be identified much faster than compu...

The aim of this project was to evaluate the effectiveness of various types of classifiers in recognizing handwritten digits. It has been shown in pattern recognition that no single classifier performs the best for all pattern classification problems consistently. So the goal of the project was to experiment with different classifiers and combination methods and evaluate their performance in thi...

Using data from the 2010 Colombia Demographic and Health Survey and of the National Survey of the Nutritional Situation in Colombia (ENDS-ENSIN), we analyzed the evolution of the height for the Colombian birth cohorts in the period 1946-1992 by ethnic groups defined through self-classification. We find that there are statistically significant differences in height between the ethnic groups cons...

Of 71 acute lymphoblastic leukemia survivors at our hospital over the past 10 years, 2 children developed mesial temporal lobe epilepsy with hippocampal sclerosis (MTLE-HS). This is the first report to describe the clinical course of MTLE-HS observed longitudinally by EEG and MRI. Patient 1 experienced a seizure during chemotherapy involving intrathecal methotrexate. Postseizure MRI suggested m...