Manipulating objects is a hallmark of human intelligence, and an important task in domains such as robotics. In principle, Reinforcement Learning (RL) offers a general approach to learn object manipulation. In practic...
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With the exponential growth of e-commerce, understanding consumer sentiments from online product reviews has become crucial for businesses. This study presents a comprehensive approach to online product review sentime...
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Cardiovascular diseases (CVDs) are one of the primary causes of global morbidity and mortality, presenting significant healthcare challenges. The critical need for accurate prediction of CVD risk is paramount for time...
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Hydroponic farming has gained prominence in modern agriculture owing to its inherent advantages in resource efficiency and crop yield. This research explores the integration of Internet of Things (IoT) technologies to...
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In order to solve the problem of the outbreak of network public opinions during the use of Weibo, this paper designs and implements a sentiment analysis model of Weibo comments text based on Bi-LSTM (Bidirectional LST...
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The proliferation of online data, video, and audio transfer over the internet has made Reversible Data Hiding (RDH) a significant area of research. However, embedding data into an image can be challenging as it can ca...
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Autism Spectrum Disorder (ASD) is a developmental disorder characterized by social, communication, and behavioral challenges. People with ASD may struggle with interaction, exhibit repetitive behaviors, and have speci...
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ISBN:
(纸本)9781032642987
Autism Spectrum Disorder (ASD) is a developmental disorder characterized by social, communication, and behavioral challenges. People with ASD may struggle with interaction, exhibit repetitive behaviors, and have specific interests. Early diagnosis is crucial, typically occurring in early childhood through a comprehensive evaluation of a child’s development, history, and behavior. While there is no cure for ASD, various treatments, such as Applied Behavior Analysis and therapy, can enhance social, communication, and behavioral skills. ASD’s symptoms vary among individuals and may include sensory processing difficulties, resistance to change, and a typical eating or sleeping habits. The average age of diagnosis is around 0 - 6 years, but some individuals may be diagnosed later due to less obvious symptoms in younger children. ASD, or Autism Spectrum Disorder, is a developmental condition associated with significant social, communication, and behavioral challenges. To solve this problem, this paper proposes an ML-powered system called eNidan to detect early symptoms of Autism Spectrum Disorder (ASD). Three algorithms are evaluated: KNN, Decision Tree, and Logistic Regression. Accuracy of decision tree algorithm is 64 percent, Accuracy of SVM algorithm is 58 percent, Accuracy of logistic regression algorithm is 67 percent. Logistic Regression is the best algorithm, with an accuracy of 67 percent. All three algorithms are appended to the model, and the accuracy of each algorithm is compared. Logistic Regression is found to be the best algorithm, and all results are fetch to the final algorithm. The paper focuses on historical data that is available and suitable for training data. This algorithm is downloaded onto the ML algorithm and trained on historical data collected from Kaggle. The parameters in the dataset are roll number, student age, speech delay, learning disorder, sex, family ASD, and ASD train. So final result is logistic regression is best algorithm for this
In this modern hi-tech world, it has become a passion and trend to plan for a tour. It would be very helpful for the tourists if there exists a travel assistance app which can assist them to improve and complete their...
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This paper addresses the issue of flight delays using separate models for classification and regression tasks. For classification, logistic regression, random forests, decision trees, and gradient-boosting algorithms ...
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The Canine Vertebral Column is the backbone that helps in the movements when doing various activities such as running, playing, digging, and other explorations. Spondylosis disease, which can be detected from Vertebra...
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