Products related to Robustness:
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Machine Learning Algorithms : Adversarial Robustness in Signal Processing
This book demonstrates the optimal adversarial attacks against several important signal processing algorithms.Through presenting the optimal attacks in wireless sensor networks, array signal processing, principal component analysis, etc, the authors reveal the robustness of the signal processing algorithms against adversarial attacks.Since data quality is crucial in signal processing, the adversary that can poison the data will be a significant threat to signal processing.Therefore, it is necessary and urgent to investigate the behavior of machine learning algorithms in signal processing under adversarial attacks. The authors in this book mainly examine the adversarial robustness of three commonly used machine learning algorithms in signal processing respectively: linear regression, LASSO-based feature selection, and principal component analysis (PCA).As to linear regression, the authors derive the optimal poisoning data sample and the optimal feature modifications, and also demonstrate the effectiveness of the attack against a wireless distributed learning system.The authors further extend the linear regression to LASSO-based feature selection and study the best strategy to mislead the learning system to select the wrong features.The authors find the optimal attack strategy by solving a bi-level optimization problem and also illustrate how this attack influences array signal processing and weather data analysis.In the end, the authors consider the adversarial robustness of the subspace learning problem.The authors examine the optimal modification strategy under the energy constraints to delude the PCA-based subspace learning algorithm. This book targets researchers working in machine learning, electronic information, and information theory as well as advanced-level students studying these subjects.R&D engineers who are working in machine learning, adversarial machine learning, robust machine learning, and technical consultants working on the security and robustness of machine learning are likely to purchase this book as a reference guide.
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Model Predictive Control for AC Motors : Robustness and Accuracy Improvement Techniques
This book introduces how to improve the accuracy and robustness of model predictive control.Firstly, the disturbance observation- and compensation-based method is developed.Secondly, direct parameter identification methods are developed.Thirdly, the seldom-focused-on issues such as sampling and delay problems are solved in this book.Overall, this book solves the problems in a systematic and innovative way. Chapter 2 is available open access under a Creative Commons Attribution 4.0 International License via link.springer.com
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Adventure Games Volcano Island Strategy Game
In this cooperative game, you take on the role of four students traveling together on a remote and mysterious island. You are looking into some strange events that have been happening -- incidents that the police believe are natural occurrences, things to be expected on a volcanic island such as this. But is everything really as normal as it seems? Or is there something else behind what is happening at the volcano? How the story ends is entirely up to you. This thrilling adventure starts when you and your schoolmates visit a mysterious remote island Although seemingly normal at first, you and your schoolmates have to figure out what is really happening on this island Explore places, combine items, find clues, and talk to people to grasp the plot and devise a plan With each new action, the story unfolds, similar to a PC adventure game Enough story content to play multiple times with different endings each time, approximately 5 hours of playtime
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Adventure Games Volcano Island Strategy Game
In this cooperative game, you take on the role of four students traveling together on a remote and mysterious island. You are looking into some strange events that have been happening -- incidents that the police believe are natural occurrences, things to be expected on a volcanic island such as this. But is everything really as normal as it seems? Or is there something else behind what is happening at the volcano? How the story ends is entirely up to you. This thrilling adventure starts when you and your schoolmates visit a mysterious remote island Although seemingly normal at first, you and your schoolmates have to figure out what is really happening on this island Explore places, combine items, find clues, and talk to people to grasp the plot and devise a plan With each new action, the story unfolds, similar to a PC adventure game Enough story content to play multiple times with different endings each time, approximately 5 hours of playtime
Price: 60.51 € | Shipping*: 0.0 €
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How good is the durability and robustness of tattoos?
Tattoos are generally considered to be quite durable and robust, as they are designed to be permanent markings on the skin. The longevity of a tattoo can vary depending on factors such as the quality of the ink, the skill of the tattoo artist, and how well the tattoo is cared for during the healing process and beyond. While tattoos can fade over time due to factors like sun exposure and aging, they are generally considered to be a long-lasting form of body art.
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Which engine is better in terms of technology robustness: 4Mix or 2Mix?
In terms of technology robustness, the 4Mix engine is generally considered to be better than the 2Mix engine. The 4Mix engine is a four-stroke engine that combines the benefits of both two-stroke and four-stroke engines, resulting in improved fuel efficiency, reduced emissions, and smoother operation. It also has a more complex design and additional components, which contribute to its overall robustness and durability compared to the simpler 2Mix engine. Overall, the 4Mix engine is a more advanced and technologically robust option for various applications.
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Which flowers are known for their robustness and can withstand strong winds well?
Some flowers known for their robustness and ability to withstand strong winds well include sunflowers, marigolds, and lavender. These flowers have sturdy stems and roots that help them stay upright in windy conditions. Additionally, their thick foliage and strong structure make them more resilient to the elements.
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Search for an animated series about a volcano island.
One animated series about a volcano island is "Voltron: Legendary Defender." In this show, a group of young pilots discover a mystical robot that can combine to form the powerful Voltron to protect the universe from evil forces. The volcano island plays a significant role in the series as a key location where important events take place. The show features a mix of action, adventure, and sci-fi elements that appeal to a wide audience.
Similar search terms for Robustness:
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Adventure Games Volcano Island Strategy Game
In this cooperative game, you take on the role of four students traveling together on a remote and mysterious island. You are looking into some strange events that have been happening -- incidents that the police believe are natural occurrences, things to be expected on a volcanic island such as this. But is everything really as normal as it seems? Or is there something else behind what is happening at the volcano? How the story ends is entirely up to you. This thrilling adventure starts when you and your schoolmates visit a mysterious remote island Although seemingly normal at first, you and your schoolmates have to figure out what is really happening on this island Explore places, combine items, find clues, and talk to people to grasp the plot and devise a plan With each new action, the story unfolds, similar to a PC adventure game Enough story content to play multiple times with different endings each time, approximately 5 hours of playtime
Price: 66.55 € | Shipping*: 0.0 € -
Building Responsible AI Algorithms : A Framework for Transparency, Fairness, Safety, Privacy, and Robustness
This book introduces a Responsible AI framework and guides you through processes to apply at each stage of the machine learning (ML) life cycle, from problem definition to deployment, to reduce and mitigate the risks and harms found in artificial intelligence (AI) technologies.AI offers the ability to solve many problems today if implemented correctly and responsibly.This book helps you avoid negative impacts – that in some cases have caused loss of life – and develop models that are fair, transparent, safe, secure, and robust. The approach in this book raises your awareness of the missteps that can lead to negative outcomes in AI technologies and provides a Responsible AI framework to deliver responsible and ethical results in ML.It begins with an examination of the foundational elements of responsibility, principles, and data.Next comes guidance on implementation addressing issues such as fairness, transparency, safety, privacy, and robustness.The book helps you think responsibly while building AI and ML models and guides you through practical steps aimed at delivering responsible ML models, datasets, and products for your end users and customers.What You Will LearnBuild AI/ML models using Responsible AI frameworks and processesDocument information on your datasets and improve data qualityMeasure fairness metrics in ML modelsIdentify harms and risks per task and run safety evaluations on ML modelsCreate transparent AI/ML modelsDevelop Responsible AI principles and organizational guidelinesWho This Book Is ForAI and ML practitioners looking for guidance on building models that are fair, transparent, and ethical; those seeking awareness of the missteps that can lead to unintentional bias and harm from their AI algorithms; policy makers planning to craft laws, policies, and regulations that promote fairness and equity in automated algorithms
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Volcano Adventure
'Fountains of fire, explosions ...it's hell let loose.' Hal and Roger Hunt embark on an earth-shattering expedition when they join forces with world-famous volcanologist Dr Dan Adams. And as their ground-breaking research of the volatile Pacific volcanoes hots up, the brothers' mission erupts into an awesome adventure...
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Spongebob: Battle For Volcano Island
Help SpongeBob save the day in this fun platformer video game – SpongeBob: Battle for Volcano Island! The evil Plankton has taken Bikini Bottom hostage and it’s up to SpongeBob and his friends to stop him. In this SpongeBob game, you’ll help SpongeBob and friends travel to Volcano Island to find the lost treasure of the Flying Dutchman. With over 20 levels of platforming fun, this SpongeBob game is perfect for kids of all ages. Help SpongeBob save Bikini Bottom today! Why Buy From Us? 36 Month Industry-Leading Warranty Rest easy knowing that you're covered for 3 years under our industry-leading warranty, so if the worst happens and your product stops functioning, you can return it to us for repair or a full refund. Full Functionality and Aesthetic Refurbishment Not only do we refurbish items to ensure they function to the highest standard, but we also pay special attention to aesthetics. As an example, we've developed a proprietary process for removing light scratches and marks from glass and plastic surfaces - meaning we can bring tired-looking items back up to their best. This is just one of our aesthetic refurbishment techniques. Full Anti-Bacterial Clean We know how important hygiene is - so we give all items a full antibacterial clean prior to sending, so you know - even though you're buying a used item - it arrives in a fully-cleansed state - as if you're the first person to ever put your hands on the item.
Price: 17.00 € | Shipping*: 0.00 €
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Which horse breed do you find better to keep in terms of robustness, susceptibility to diseases, and attention to feeding?
In terms of robustness, susceptibility to diseases, and attention to feeding, I find that draft horse breeds such as the Percheron or Belgian are better to keep. These breeds are known for their strength and hardiness, making them less susceptible to certain health issues. They also have a lower risk of developing metabolic disorders and are generally easy keepers, requiring less feed and maintenance compared to other breeds. Additionally, their larger size and strong build make them well-suited for heavy work and pulling tasks.
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Which travel companies are known for fun trips or adventure travel?
Some travel companies known for fun trips or adventure travel include G Adventures, Intrepid Travel, and REI Adventures. These companies offer a wide range of adventurous activities such as hiking, cycling, and wildlife safaris, as well as unique cultural experiences. They cater to travelers looking for immersive and active adventures, and often focus on sustainable and responsible travel practices. Whether it's exploring remote destinations or embarking on adrenaline-pumping activities, these companies are popular choices for those seeking fun and adventure in their travels.
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What professions combine nature and travel?
Professions that combine nature and travel include wildlife photographers, environmental researchers, and park rangers. Wildlife photographers travel to various natural habitats to capture images of animals and landscapes. Environmental researchers often conduct fieldwork in different locations to study ecosystems and wildlife. Park rangers work in national parks and other protected areas, allowing them to be surrounded by nature while also interacting with visitors and helping to preserve the environment.
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What is the name of the adventure nature swimming pool?
The name of the adventure nature swimming pool is "The Grotto."
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