Recently Discrete Wavelet Transform (DWT) has led to a tremendous surge in many domains of science and engineering. In this study, we present the advantage DWT improve time series forecasting precision. This article suggests novel technique by segregating dataset into linear nonlinear components through DWT. At first, is used decompose in-sample training (detailed) non-linear (approximate) parts. Then, Autoregressive Integrated Moving Average (ARIMA) Artificial Neural Network (ANN) models...

Recent developments in the domain of biomedical knowledge bases (KBs) open up new ways to exploit that is available form KBs. Significant work has been done direction KB creation and completion, specifically, those having gene-disease associations other related entities. However, use such KBs combination with patients' temporal clinical data still largely remains unexplored, but potential immensely benefit medical diagnostic decision support systems.

Time series analysis is a highly active research topic that encompasses various domains of science, engineering, and finance. A major challenge in this field to obtain reasonably accurate forecasts future data from analyzing the past records. fruitful alternative using single forecasting technique combine several conceptually different models. Numerous studies literature strongly recommend approach, due fact combination multiple almost always substantially reduces overall errors as well...

Oxygen saturation is essential for medical care and closely regulated within the body. Arterial blood gas (ABG) analysis used to evaluate critically ill individuals' ventilation, oxygenation, acid-base status, metabolic condition. Pulse oximetry an easy non-invasive way measure status of oxygen non-invasively in clinical settings provides a quick precise assessment oxygenation reduces errors. SpO2 may not always be reliable predictor arterial (SaO2), hypoxemic, hemodynamically compromised,...

A mishap in anti-cancer drug distribution is critical breast cancer patients due to poor prediction model identify the treatment regime ER+ve and ER-ve (Estrogen Receptor (ER)) patients. The traditional method for depends on change expression across normal-disease pair. However, it certainly misses multidimensional aspect underlying cause of relapse, such as various mutations, dosage side effects, methylation, etc. In this paper, we have developed a multi-layer neural network classify...

Introduction Asthma is defined as a chronic inflammatory airway disease. The prevalence of both asthma and obesity has been rising simultaneously, demonstrating parallel trend. Obesity significant factor in metabolic syndrome, numerous studies have indicated connection between syndrome bronchial asthma. Aims objectives aim this paper to evaluate the association with patients diagnosed syndrome. main were analyze clinical profile spirometric indices assess asthmatic among them spirometry...

A field experiment was carried out during kharif 2013-14 at Agriculture Research Farm, Institute of Agricultural Sciences, Bundelkhand University, Jhansi, Uttar Pradesh to study the effect nutrition management on growth, yield attributes and yields mungbean. Results reveals that application Rhizobium + PSB 20 kg N/ha gave significantly higher number nodules (25.10/plant) dry weight (24.10 mg/plant) which statistically par with 60 P2O5/ha. Similarly maximum viz., pods (70.48), pod length...

Intent classification is an essential task for goal-oriented dialogue systems automatically identifying customers’ goals. Although intent performs well in general settings, domain-specific user goals can still present a challenge this task. To address challenge, we generate knowledge graphs targeted data sets to capture and leverage embeddings trained on these the As existing might not be suitable domain of interest, our automatic generation extract semantic information any domain, which...

Lung adenocarcinoma is the leading cause of cancer related deaths worldwide. The causes for include smoking, air pollution, family history, occupational exposure, silica, asbestos, diesel fumes, and heavy metals. Smoking increases lung risk by 5- to 10 fold with a clear dose–response relationship environmental tobacco smoke among non-smokers about 20 %.[1] cancers can be classified into two types based on histology as small cell carcinoma non-small carcinoma. Adenocarcinoma falls under...

Introduction Asthma, a significant non-communicable disease impacting all age groups, leads to productivity loss, particularly affecting children and causing disruption within families. This study aims evaluate the knowledge attitudes of asthmatic patients caregivers through questionnaires, focusing on available treatment options. Aims objectives The aimed assess at tertiary care hospital in Chennai, Tamil Nadu, India. Objectives included evaluating asthma using questionnaire assessing...

A sixty-year-old south Indian woman complained of dyspnoea on excretion, unexpected weight gain and other symptoms signs hypothyroidism that had been present over a year. When examined physically, the blood pressure was 110/70mmg. The heartbeat regular at 82beats/min oxygen saturation room air 96%. point highest impulse found to be in fifth intercostal space, 10 cm left midsternal line, examination there no murmur or friction rub audible, heart sounds were within normal limits. Ankle oedema,...

Abstract Objective: This study aimed to investigate the correlation between respiratory symptoms assessed by Respiratory Symptoms Questionnaire (RSQ) and pulmonary function test (PFT) results in patients diagnosed with chronic obstructive disease (COPD) at a tertiary care hospital. Methods: analytical, cross-sectional was conducted Sree Balaji Medical College Hospital, Chennai, involving 130 COPD presenting of breathlessness, cough, wheeze. Data collection instruments used were: (1) RSQ: The...

The spot blotch disease caused by Bipolaris sorokiniana (Sacc.) Shoem is one of the most important wheat leaf diseases all over world, it appears in almost growing areas and causes severe yield loss every year. For management two bio-agent four fungicides were used. Plant intensity decreased with application different treatment untreated control. Minimum plant was recorded (25.83 per cent) under T5 (Seed vitavax 75 WP @ 2.5 gm/kg seed + 2 foliar sprays propiconazole@ o.1 %, first at boot...

This survey presents an elaborative study of different GPU accelerated cloud frameworks. Although, a school thought still advocated CPU over computation stating limited on chip memory GPU, several models have been proposed which proved can outperform based systems if properly optimized. The authors discussed the contexts serve beneficial for such systems, and presented examples through literature where computations outperformed despite on-chip memory. discussion also includes application...

Personalized recommendations have a growing importance in direct marketing, which motivates research to enhance customer experiences by knowledge graph (KG) applications. For example, financial services, companies may benefit from providing relevant articles their customers cultivate relationships, foster client engagement and promote informed decisions. While several approaches center on KG-based recommender systems for improved content, this study we focus interpretable decision making.To...

All the 10 treatments imposed improved yield and 1000-grain weight to a greater extent as compared control. The fungicide seed treatment with vitavax power+Tilt (propiconazole) two spray performed best followed by folicur (tebuconazol) Taspa (propiconazole 13.9%+ difenconazole13.9%). However, in different categories, power flusilazole 40EC were succeeding effective against spot blotch of wheat. propiconazole, tebuconazole 13.9% + difenconazole 13.9%) sprayed plots significantly superior over...

A field experiment was conducted to study the effects of different doses (60, 80, 100, 120, and 140kg/ha) nitrogen application on 100kg/ha seed rate a semi dwarf, high yielding with good quality traits ‘DBW 17’, variety wheat evaluated effect percent disease intensity, AUDPC, yield wheat. The results showed that 120kg/ha significantly out yielded 100 kg/ha 140kg/ha in yield. Almost similar result were obtained case plant height(cm), spike length (cm.), number tillers/plant,1000 weight(gm).