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A review on genetic algorithm: past, present, and future
In this paper, the analysis of recent advances in genetic algorithms is discussed. The genetic algorithms of great interest in research community are...
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CenterNet Heatmap Propagation for Real-Time Video Object Detection
The existing methods for video object detection mainly depend on two-stage image object detectors. The fact that two-stage detectors are generally...
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Efficient resource scaling based on load fluctuation in edge-cloud computing environment
With the rapid development of information technology, edge computing has grown rapidly by pushing large amounts of computing to the edge of the...
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An Ontology-Based Kinematics Problem Solver Using Qualitative and Quantitative Knowledge
One of the major tasks involved in the development of a knowledge-based problem solver is domain knowledge representation and reasoning. In this...
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Holistic primary key and foreign key detection
Primary keys (PKs) and foreign keys (FKs) are important elements of relational schemata in various applications, such as query optimization and data...
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Learning safe neural network controllers with barrier certificates
We provide a new approach to synthesize controllers for nonlinear continuous dynamical systems with control against safety properties. The...
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Deep Learning, Neural Networks
Deep neural network learning capitalizes on translations of basic biological constructs, such as single neuronal cells, brain regions, and cognitive...
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Benchmarking and survey of explanation methods for black box models
The rise of sophisticated black-box machine learning models in Artificial Intelligence systems has prompted the need for explanation methods that...
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RiskStructures: A design algebra for risk-aware machines
Machines, such as mobile robots and delivery drones, incorporate controllers responsible for a task while handling risk (e.g. anticipating and...
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Computer-aided diagnosis (CAD) system based on multi-layer feature fusion network for skin lesion recognition in dermoscopy images
Skin lesion recognition is one of the most important tasks in dermoscopic image analysis. Current Convolutional Neural Network (CNN) algorithms based...
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Advanced Optimization Solutions
The previous chapter introduced several basic algorithms for gradient descent.
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Estimation of traffic flow changes using networks in networks approaches
Understanding traffic flow in urban areas has great importance and implications from an economic, social and environmental point of view. For this...
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Artificial Intelligence
Artificial intelligence (AI) is the most versatile digital technology introduced in this book and among the most frequently used buzzwords in media...
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Recommending Geo-semantically Related Classes for Link Discovery
The growth of Web of Data led to the development of dataset recommendation methodologies, which automate the discovery of datasets that may contain...
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The Global Evolution of Computer Technology
The chapter “The Global Evolution of Computer Technology” deals with the development of computer technology in a number of selected countries:...
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Symbiosis among Evolving Spaces
The evolution of human society shows a big picture: Geographically isolated communities have been linked through exploring the physical space with...
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An empirical study of patch uplift in rapid release development pipelines
In rapid release development processes, patches that fix critical issues, or implement high-value features are often promoted directly from the...
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A Strategical Path Planner for UGV-UAV Cooperation in Mars Terrains
Mars exploration is an ongoing researching topic mainly due to the technological breakthroughs in robotic platforms. Space agencies as NASA, are...