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Predictive analysis visualization component in simulated data streams
One of the most significant problems related to Big Data is their analysis with the use of various methods from the area of descriptive statistics or...
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Surfing reality, hype, and propaganda: an empirical comparative analysis on predictive software in criminal justice
This article aims to explore the hype surrounding AI, particularly in predictive algorithms used in law enforcement and judicial investigations. The...
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A novel approach to multi-attribute predictive analysis based on rough fuzzy sets
Predictive analysis is vital for decision management especially when involving in multiple attributes information systems. The correlation between...
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Monte Carlo Simulation Applicable for Predictive Algorithm Analysis in Aerospace
Safety investigations about electrical wiring harness caused by failures in electrical systems establish that origin of these accidents are related...
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Predictive modeling for mitigating fugitive emissions in industrial valve seal stacks: a comparative analysis of configuration efficacies
This study investigates the development and application of advanced predictive modeling techniques to address the critical environmental challenge of...
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CaTabRa: Efficient Analysis and Predictive Modeling of Tabular Data
We present CaTabRa, a novel open-source Python package for the efficient and largely automated analysis of tabular data. It combines a variety of...
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ARIMA-PID: container auto scaling based on predictive analysis and control theory
Containerization has become a widely popular virtualization mechanism alongside Virtual Machines (VMs) to deploy applications and services in the...
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A data-driven situation-aware framework for predictive analysis in smart environments
In the era of Internet of Things (IoT), it is vital for smart environments to be able to efficiently provide effective predictions of user’s...
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Predictive Analytics in Education
You can make better predictions by analyzing your current data. It is no secret that predictive analytics is changing the educational landscape....
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A Framework for the Competitive Analysis of Model Predictive Controllers
This paper presents a framework for the competitive analysis of Model Predictive Controllers (MPC). Competitive analysis means evaluating the...
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Forecasting Government Project Costs in Colombia: Combining Regression-Based and Text-Mining Approaches for Predictive Analysis
Understanding the projected costs of projects within various sectors of a country is crucial for resource allocation and timely delivery. In...
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Predictive Modeling for Detection of Depression Using Machine Learning
Predictive modeling techniques using artificial intelligence have shown promising potential in detecting and predicting depression in recent times,...
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Object-Centric Predictive Process Monitoring
Predictive process monitoring approaches aim to make predictions about the future behavior for running instances of business processes, such as next...
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Predictive Modeling
This chapter covers a comprehensive theoretical framework for predictive modeling (or supervised machine learning). It also covers various biases,...
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Conformal Predictive Distribution Trees
Being able to understand the logic behind predictions or recommendations on the instance level is at the heart of trustworthy machine learning...
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Customer satisfaction analysis with Saudi Arabia mobile banking apps: a hybrid approach using text mining and predictive learning techniques
Mobile banking is becoming increasingly popular as a new means of delivering financial services, particularly in places where many people lack access...
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Deep learning based predictive analysis of energy consumption for smart homes
Predicting energy consumption has become crucial to creating a sustainable and intelligent environment. With the aid of forecasts of future demand,...
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Tropical Cyclone Analysis and Accumulated Precipitation Predictive Model Using Regression Machine Learning Algorithm
The Philippines is susceptible to tropical cyclones due to its geographical location which generally produces heavy rains and flooding of a large...
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Predictive Maintenance for Hydraulic Components (Bosch Rexroth)
Predictive Maintenance has long been the holy grail of the IoT. However, experience has also shown that successfully implementing predictive...
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Predictive Analytics for Targeting Decisions
Predictive Analytics (PA) models are assuming increasing role in the world of big data for making decisions in many industries – marketing, banking,...