199,380 Result(s)
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Engineering
Computational Intelligence
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Chapter
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Chapter
Introduction
This book offers a new investment strategy that involves identifying “Outperforming” and “Underperforming” stocks from the S &P 500 index based on an ensemble of machine learning algorithms. This strategy uses...
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Chapter
Methodology
Chapter three of the book describes the methodological framework laying out the system’s architecture and the data processing pipeline from acquisition to analysis. It describes the selection of financial indi...
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Chapter
Conclusion
The final chapter summarizes the research results, highlighting that the ensemble method outperforms both individual models and the S&P 500 index benchmark in risk-adjusted returns. It reflects on the study’s ...
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Chapter
State-of-the-Art
The second chapter presents a holistic review of the fundamental concepts and literature that are prerequisites for the main research. It starts with a brief description of the structure of the stock market an...
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Chapter
System Validation
This chapter presents the validation of the investment strategy developed in the book. It carefully examines the performance of the ensemble method in classifying stocks and evaluates the results of the invest...
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Chapter and Conference Paper
Collision Avoidance Trajectory Planning of Cluster Spacecraft Considering Energy Optimization
Aimed at the matters of that it is a large fuel consumption, imbalance consumption and long time-consuming in the application of conventional cluster aggregation algorithm in cluster spacecraft trajectory plan...
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Chapter and Conference Paper
Discrepancies Between Michelin Guide Awards and Google Restaurant Reviews: A Case Study of the Capital City of Prague
This study aimed to find out to what extent the restaurant reviews available in Google Maps reflect the expert evaluation of Michelin inspectors in the example of Prague City. We analyzed 5755 Google Reviews o...
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Chapter and Conference Paper
Hate Text Finder Using Logistic Regression
Hate Text means a message designed to degrade, intimidate or incite to violence or prejudicial action against a person or group of people based on their race, gender, ethnicity, nationality, religion, politica...
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Chapter
Machine Learning-Assisted Identification of Vulnerable Historic Buildings in Urban Environments
The vulnerability assessment of architectural cultural heritage represents a challenging, however necessary, activity towards defining risk preparedness plans for historic urban environments and more resilient...
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Chapter and Conference Paper
DeepRL-Based Robot Local Motion Planning in Unknown Dynamic Indoor Environments
Robots are progressively being applied in different tasks, spanning from industrial applications to space exploration, enhancing human capabilities. Difficulties in performing many tasks such as navigation, ta...
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Chapter and Conference Paper
A Review of the Research on Temperature and Humidity Control Systems in Silkworm Rooms
With the continuous development of social progress, automatic control system has been widely used in temperature and humidity control. This paper first introduces the development status and prospect of silkwor...
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Chapter
Assessment of Economic Empowerment Through Micro-finance for Sustainable Business: A Study on Woman Vegetable Vendors in Chennai
Microfinance is playing a pivotal role in creating or making unemployed women into entrepreneurs. Microfinance is a kind of bank financial service which is introduced for people having problems or inaccessibil...
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Chapter and Conference Paper
Efficacy of Papworth Method to Improve Quality of Life and Exercise Tolerance in Asthma
One of the chronic inflammatory diseases is asthma, which manifests symptoms like breathlessness, coughing, wheezing, and chest tightness also, commonly at night or in the early morning. Papworth method is eas...
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Chapter and Conference Paper
Trust Management Model for Service Delegation in SIoT
The Social Internet of Things (SIoT) is an extension of Internet of Things that blends social networking ideas and concepts into the domain of social networking, device connectivity, and communication. During ...
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Chapter and Conference Paper
Spatial Modeling of Dissolved Oxygen in Wastewater from the Quebrada “Ortega” of the Quito Canton, Pichincha Province
The objective of this work is to perform a spatial modeling of dissolved oxygen in wastewater discharged without prior treatment and directly to the “Ortega” stream located at the south of Quito. Wastewater di...
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Chapter
Operation Management of Sky Magic: Consolidating Perspective of Risk and Safety
This paper explores the crucial aspects of operation management in the context of Sky Magic, a cutting-edge technology that revolutionises the field of aerial entertainment. The objective is to consolidate per...
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Chapter and Conference Paper
Path Planning Method for Unmanned Aerial Vehicle Based on Signal Reception Strength
With the widespread application of UAVs (Unmanned Aerial Vehicle) in military and civil fields, the related path planning problems have also received extensive attention from researchers in various countries, ...
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Chapter and Conference Paper
Performance Based Comparative Analysis of Naïve Bayes Variants for Text Classification
With the high consumption of digital data, the problem of unorganized textual data created major challenges in today’s scenario. To overcome this issue of unorganized textual information, we perform document c...
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Chapter and Conference Paper
Application of AHP Method for Multi-criteria Evaluation of Variants for New Railway Route
Multicriteria analyses, their preparation, and comparative analysis of the results obtained from the assessment of projects with the application of several MCA methods are the subject of this research. The iss...
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Chapter and Conference Paper
Analysis of Seepage Through an Embankment Dam Within the Framework of Hydropower System Resilience Assessment
The paper presents a numerical analysis of the influence of the partial loss of the water-retaining function of the embankment dam elements, such as the grout curtain and the clay core, on the seepage through ...
