Capsule Network Performance with Autonomous Navigation -- Cousino Math

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Such convolutional neural networks are unable by their internal data representation struggle to maintain spatial hierarchies between simple and complex objects. Whereas capsule networks, which encode their data as vectors, can encode the probability of feature detection as the magnitude of the vector and the state of the detected feature in the direction of the vector. So a detected feature that moves around will have its associated vector maintain the same magnitude throughout the movement but alter their vector's orientation. Via dynamic routing, a capsule network sends lower-level capsule outputs to higher-level capsules with similar outputs--where the dot product measures similarity of vector outputs. The task of autonomous navigation is one of reinforcement learning.


Essential oils against bacterial isolates from cystic fibrosis patients by means of antimicrobial and unsupervised machine learning approaches

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Recurrent and chronic respiratory tract infections in cystic fibrosis (CF) patients result in progressive lung damage and represent the primary cause of morbidity and mortality. Staphylococcus aureus (S. aureus) is one of the earliest bacteria in CF infants and children. Starting from early adolescence, patients become chronically infected with Gram-negative non-fermenting bacteria, and Pseudomonas aeruginosa (P. Intensive use of antimicrobial drugs to fight lung infections inevitably leads to the onset of antibiotic resistant bacterial strains. New antimicrobial compounds should be identified to overcome antibiotic resistance in these patients.


Register now for SAS Global Forum 2020, March 29-April 1

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In Washington, DC, where big decisions are made daily, an assembly of executives, data scientists and analytics professionals will gather for the world's premier analytics conference, SAS Global Forum. During the event, March 29 through April 1, these analytics enthusiasts will share insights and learn how analytics and artificial intelligence (AI) help businesses make better, faster decisions that improve lives around the globe. This year's conference will transform the Walter E. Washington Convention Center into an interactive analytics showcase. Featuring more than 600 sessions from leading organizations across industries, SAS Global Forum also includes hands-on workshops, e-learning, training, demos and networking opportunities, all designed to empower users and executives to "Do Great Things," this year's theme. Now in its 44th year, SAS Global Forum showcases the technologies and industry topics that analytics professionals most want on the agenda.


Researchers developing AI that could correct outdated information on Wikipedia

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On Wednesday, MIT News reported that scientists have created an automated text-generating tool powered by artificial intelligence that could update outdated sentences like a human. Instead of relying on volunteers to correct outdated information on Wikipedia, the reference site would soon use a text-generating system "that pinpoints and replaces specific information in relevant Wikipedia sentences, while keeping the language similar to how humans write and edit." According to a paper by MIT researchers, the AI tool would still rely on humans to input information. However, they would not need to do so in a formalized or structured fashion; there would be no need to be concerned with style or grammar. The model would then search Wikipedia to locate the sentence with outdated information, and rewrite it with human-like construction.


AI Is Transforming HR Departments: Pros and Cons

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Artificial Intelligence in Human Resource Management seems inevitable. However, there are some concerns, such as the time and resources required to implement AI, and the limitations it poses in communicating important variables like company culture and so on, writes Frank Hamilton Freelance writer. Artificial Intelligence (AI) has earned its place in the world of business and does not look to be backing out anytime soon. The revolutionary tech has brought about game-changing developments that have thickened the margin lines, especially in the discipline of Human Resource Management (HR). Giving its knack for accuracy and its effectiveness with time, the future for Artificial Intelligence in Human Resource Management seems inevitable.


Artificial Intelligence For Industrial Applications

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Due to digitalization, modern machines and systems provide massive quantities of data, which form a significant basis for the optimization of production processes, operations and safety. These data sets, however, grow more and more complex, which renders the simple analysis methods typically used in the past often ineffective. This is one factor driving the rising importance of artificial intelligence (AI) in decision-making processes. The processing and storage capacities required for training and managing AI systems currently are provided mostly by large commercial cloud operations. These platforms, like the algorithm development itself, tend to be geared toward data analysis in the business-to-customer segment.


2019 in Review: 10 Essential AI YouTube Channels

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We're experiencing a profound shift in how educational content is created and delivered. Online education platforms are flourishing, and a recent Pew Research poll shows the world's leading video platform YouTube has finally become more than a repository of cat videos -- about half of YouTube users say it's very important for helping them figure out how to do things they've never done before. The year 2019 saw unprecedented growth in YouTube educational content on artificial intelligence. Synced has selected 10 AI-oriented YouTube channels we hope might provide our readers a cozy little holiday binge-watching session. Preserve Knowledge focuses on advances in mathematics, computer science, and artificial intelligence.


Transformational Approaches to Digital Marketing in 2020

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Personalization will dominate the marketing landscape. AI marketing platforms give us the power to track a customer's journey, understanding their actions and motivations at a deeper level than ever before.vii Today's market is ultra-competitive, which means that marketers must hit the right person with the right solution at the right time and for the right price. AI marketing gives organizations the tools to do this successfully. This type of precision marketing will become the norm in 2020.


The Age of Artificial Intelligence and Beyond - Supply Chain Today - Training, Research and News.

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This is the age of artificial intelligence. Two great videos discussing AI and how it will impact the world. Artificial intelligence is the future and the future is now.


Can Conversational AI Become The Face of Tomorrow's Business?

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Artificial Intelligence is definitely going to shape the future of Industries as the businesses are getting more curious about AI technology.