Hackernoon

ClassBD Beats Other Methods in Handling Noisy Data for Fault Diagnosis

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Table of Links Abstract and 1. Introduction 2. Preliminaries and 2.1. Blind deconvolution 2.2. Quadratic neural networks 3. Methodology 3.1. Time domain quadratic convolutional filter 3.2. Superiority of cyclic features extraction by QCNN 3.3. Frequency domain linear filter with envelope spectrum objective function 3.4. Integral optimization with uncertainty-aware weighing scheme 4. Computational experiments 4.1. Experimental … Read more

New Study from JNU Researchers Shows ClassBD Outperforms Other Fault Diagnosis Methods

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Table of Links Abstract and 1. Introduction 2. Preliminaries and 2.1. Blind deconvolution 2.2. Quadratic neural networks 3. Methodology 3.1. Time domain quadratic convolutional filter 3.2. Superiority of cyclic features extraction by QCNN 3.3. Frequency domain linear filter with envelope spectrum objective function 3.4. Integral optimization with uncertainty-aware weighing scheme 4. Computational experiments 4.1. Experimental … Read more

The TechBeat: RootstockCollective In-Depth: Empowering Bitcoin Builders (12/25/2024)

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How are you, hacker? šŸŖWant to know what’s trending right now?: The Techbeat by HackerNoon has got you covered with fresh content from our trending stories of the day! Set email preference here. ## RootstockCollective In-Depth: Empowering Bitcoin Builders By @rootstock_io [ 7 Min read ] Empowering Bitcoin builders with RootstockCollective DAO: Rewarding innovation, stakers, … Read more

Why the Race to AGI is Humanity’s Defining Moment

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An ASI entity would have cosmic powerā€”to deny it is to fool oneself. Greater Power Than Nuclear Weapons The USA recently set up a committee that proposed AGI as the worldā€™s next Manhattan project and that achieving AGI is the most important goal that humanity has now. I believe, from the bottom of my heart, … Read more

ReST: Itā€™s More Than Just CRUD Over HTTP

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While CRUD provides a foundational understanding of HTTP verbs, it oversimplifies ReST API design. Many argue that ReST is just CRUD over HTTP, with: POST corresponds to creation, GET to retrieval, PUT to updating, and DELETE to deletion. While this analogy seems reasonable and works for most people, itā€™s worth considering if thereā€™s more to … Read more

Study Uncovers Efficient Cross-Chain Option Protocol With Reduced Latency

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Table of Links Abstract and Introduction Preliminaries Overview Protocol 4.1 Efficient Option Transfer Protocol 4.2 Holder Collateral-Free Cross-Chain Options Security Analysis 5.1 Option Transfer Properties 5.2 Option Properties Implementation Related Work Conclusion and Discussion, and References A. Codes A.1 Robust and Efficient Transfer Protocol A.2 Holder Collateral-Free Cross-Chain Options B. Proofs B.1 Transfer Protocol Proofs … Read more

The Building Blocks of Secure Cross-Chain Options”

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Table of Links Abstract and Introduction Preliminaries Overview Protocol 4.1 Efficient Option Transfer Protocol 4.2 Holder Collateral-Free Cross-Chain Options Security Analysis 5.1 Option Transfer Properties 5.2 Option Properties Implementation Related Work Conclusion and Discussion, and References A. Codes A.1 Robust and Efficient Transfer Protocol A.2 Holder Collateral-Free Cross-Chain Options B. Proofs B.1 Transfer Protocol Proofs … Read more

A Faster, Safer Way to Trade Options Across Blockchains

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:::info Authors: (1) Zifan Peng, The Hong Kong University of Science and Technology (Guangzhou) Guangzhou, Guangdong, China (zpengao@connect.hkust-gz.edu.cn); (2) Yingjie Xue, The Hong Kong University of Science and Technology (Guangzhou) Guangzhou, Guangdong, China (yingjiexue@hkust-gz.edu.cn); (3) Jingyu Liu, The Hong Kong University of Science and Technology (Guangzhou) Guangzhou, Guangdong, China (jliu514@connect.hkust-gz.edu.cn). ::: Table of Links Abstract … Read more

ClassBD Achieves Exceptional Anti-Noise Performance on HIT Dataset with F1 Score Above 96%

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Table of Links Abstract and 1. Introduction 2. Preliminaries and 2.1. Blind deconvolution 2.2. Quadratic neural networks 3. Methodology 3.1. Time domain quadratic convolutional filter 3.2. Superiority of cyclic features extraction by QCNN 3.3. Frequency domain linear filter with envelope spectrum objective function 3.4. Integral optimization with uncertainty-aware weighing scheme 4. Computational experiments 4.1. Experimental … Read more

How Is Crypto Regulation Shaping Up In The 2nd Largest Continent in the World?

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Africa’s crypto regulation landscape is diverse and dynamic with 54 countries, six major languages, and over 1 billion people. In this article, we explore the most significant events in crypto regulation on the African continent this year. Several countries made moves regarding crypto regulation in 2024, with details of their accomplishments. Nigeria Nigeria is one … Read more

You Don’t Need Limitless’ NZT to Achieve Superhuman Mental Abilities

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In the 2011 movieĀ Limitless, the main character takes a transparent pill, NZT-48, that endows superhuman mental abilities. He transforms into a master communicator, seducer, and businessman – becomingĀ wealthy and powerfulĀ virtually overnight. While the movie is fictional,Ā it’s certainly possible toĀ become influential, make money,Ā andĀ achieve successĀ relatively quicklyĀ in real life by developingĀ cognitive abilities, masteringĀ communication skills,Ā andĀ transforming one’s mindset. A Quick … Read more

How ClassBD Achieved High Accuracy in Bearing Fault Detection Despite High Noise

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Table of Links Abstract and 1. Introduction 2. Preliminaries and 2.1. Blind deconvolution 2.2. Quadratic neural networks 3. Methodology 3.1. Time domain quadratic convolutional filter 3.2. Superiority of cyclic features extraction by QCNN 3.3. Frequency domain linear filter with envelope spectrum objective function 3.4. Integral optimization with uncertainty-aware weighing scheme 4. Computational experiments 4.1. Experimental … Read more

December Brings Free GitHub Copilot

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Hello JavaScript Enthusiasts! Welcome to another edition of “This Week in JavaScript“! Today, weā€™ll be looking at the State of JavaScript 2024 report, unpacking Tailwind CSS 4 updates thatā€™ll make your styles fly, and serving up fresh tools to streamline your dev grind. Oh, and did we mention that GitHub Copilot is now free? Buckle … Read more

PSA: Nvidia’s AI Training Courses Are Free Right Now For a Limited Time Only

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Artificial Intelligence (AI) has reshaped industries, revolutionized workflows, and sparked innovation on a global scale. Recognizing the need to democratize AI knowledge and empower the next wave of tech innovators, NVIDIA, a global leader in GPU technology and AI research, has made a groundbreaking announcement. For a limited time only, NVIDIA is offering its premium … Read more

PPSPY Review: AI-Powered Shopify Spy Tool for Winning Products

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PPSPY is a powerful Shopify tool designed for dropshipping and sales tracking. With this tool, you can gain invaluable insights into your competitors’ top-selling products and overall store performance. Using AI, PPSPY analyzes data to help users discover winning products in no time. This boosts your chances of success by identifying high-demand products before your … Read more

The Public Fears AGI, But Its History May Assuage Concerns

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Artificial General Intelligence (AGI) is one of the most fascinating ā€” and fear-inducing ā€” concepts in modern technology. The idea of machines capable of understanding, learning, and performing any intellectual task a human can conjure has captured imaginations and sparked existential concerns. Recent advancements, such as OpenAIā€™s o3 model surpassing the human-level threshold on the … Read more

Developer Puts Lottie Under the Microscope

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Before you begin reading this article, please take 15 seconds to visit the what is lottie? page. It’s an excellent starting point for exploring Lottie. Why do we need to understand what is under the hood? Lottie is everywhere. Currently, there are numerous articles available on the topic of Lottie. You can explore them through … Read more

Using Machine Learning for Lot and Item Identification in Tenders

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Table of Links Abstract and Introduction Domain and Task 2.1. Data sources and complexity 2.2. Task definition Related Work 3.1. Text mining and NLP research overview 3.2. Text mining and NLP in industry use 3.3. Text mining and NLP for procurement 3.4. Conclusion from literature review Proposed Methodology 4.1. Domain knowledge 4.2. Content extraction 4.3. … Read more

How Vamstar Identifies Relevant Content for Lots in Tender Documents

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Table of Links Abstract and Introduction Domain and Task 2.1. Data sources and complexity 2.2. Task definition Related Work 3.1. Text mining and NLP research overview 3.2. Text mining and NLP in industry use 3.3. Text mining and NLP for procurement 3.4. Conclusion from literature review Proposed Methodology 4.1. Domain knowledge 4.2. Content extraction 4.3. … Read more

OpenAI Makes it Easier to Build Your Own AI Agents With API

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In this blog, we are going to explore some key differences between chat completion models (like those provided via the Chat Completions endpoint) and the more advanced OpenAI Assistance API. We will break down how these two approaches handle messages, conversation history, large documents, coding tasks, context window limits, and more. We will also look … Read more

How to Convert Different Data Formats into Universal JSON with VUD

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Table of Links Abstract and Introduction Domain and Task 2.1. Data sources and complexity 2.2. Task definition Related Work 3.1. Text mining and NLP research overview 3.2. Text mining and NLP in industry use 3.3. Text mining and NLP for procurement 3.4. Conclusion from literature review Proposed Methodology 4.1. Domain knowledge 4.2. Content extraction 4.3. … Read more

You Don’t Need More Than 2 Weeks to Learn Basic SQL

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SQL stands for structured query language. Iā€™m not going to call SQL a programming language, as in my opinion, itā€™s not. SQL is a query language. That means that when you piece the query language together, itā€™s to retrieve data based on the rules that your query defines. Thereā€™s a lot (I repeat, a lot!) … Read more

There’s No Feeling Like Making Your First Contribution to a Github Open Source Project

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Contributing to open source has always seemed like an intimidating leap. For years, I admired projects likeĀ Anastruct, a Python library for preliminary structural analysis, for their power and elegance. Recently, I had the chance to step into this world myself ā€” and to my surprise, my very first pull request was accepted! Hereā€™s the story … Read more

5 Manager Mistakes That Sabotage Success

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How do you know if your behavior is helpful or harmful to your people? Even with the best intentions at heart, you may end up doing more damage than good.Ā  You may put people first, care about them and try to ensure they get the best environment to do well and unlock their hidden potential.Ā  … Read more