The objective of this tutorial is to give the audience hands-on experience to work through the basics about knowledge graph and recommender technology, and how to use them for building an article recommender for COVID-19 research.
Particularly, we used a dataset of COVID research-related papers. We consider two tasks, author to paper recommendation and paper to paper recommendation. This work is interesting in the sense that it touches several areas of ML such as recommendation systems, knowledge graphs and NLP.
This work has been done with my amazing collaborators Zhihong (Iris) Shen, Jianxun Lian and Le Zhang.
The talk was presented at the Toronto Machine Learning Summit on November 16th 2020
Empowering red and blue teams with osint c0c0n 2017reconvillage
This talk will discuss Open Source Intelligence (OSINT) gathering tools and techniques that are highly useful and effective for both Blue teams and Red teams.
This document appears to be a presentation discussing online privacy and tracking. It provides an overview of how companies track users across different websites and devices, the scale of tracking by major companies, and challenges regarding user awareness and regulation. The presentation concludes that while protecting devices is important, the priority now is protecting user privacy and ensuring meaningful consent and control over personal data and online tracking.
This document discusses open data, processes, and services for an Internet of Things platform. It introduces the Oliot open source project, which aims to provide standardization for data collection, sharing and understanding on the IoT. It describes requirements for open processes, open data, and open services to support a federated IoT ecosystem. Key standards from GS1, an international standards organization, are also discussed in the context of the IoT.
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AI is the new ELECTRICITY - said Andrew Ng. There are two sides of the coin. There are a lot of nay-sayers for AI. At the end of the day, it will be Augmented Intelligence, Adaptive Intelligence, Automated Intelligence that will propel human intelligence forward - more than anything else. It will be a great time ahead. Whether it would be an "Eye(AI) Wash" as skeptics say or an "I wish" from them for starting late on the journey, only time will tell. It is a matter of when and how long, instead of an If. #ArtificialIntelligence #IntelligentTesting #QCoE #NextGenTesting #QualityFocusedDelivery #DigitalInnovation #ITIndustry #NewAgeIT #InnovativeTesting#AIFication #Automation #DigitalEconomy #Singularity #Transcendence #Futurism
UXDX Berlin - Test & Deploy, by Quentin Berder, President, WiredCraftUXDXConf
Quentin is the CEO of WiredCraft who has a developer and project manager background. He is responsible for managing the day-to-day operations of the Shanghai office.
At UXDX Berlin, Quentin took the stage to discuss test and deploy matters. Continuous delivery relies on tools but even more on culture. To be successful, you need to validate assumptions quickly and cheaply. Track everything, automate everything, continuous optimization and continuous delivery are essential.
Big Data Applications & Analytics Motivation: Big Data and the Cloud; Centerp...Geoffrey Fox
Motivating Introduction to MOOC on Big Data from an applications point of view https://bigdatacoursespring2014.appspot.com/course
Course says:
Geoffrey motivates the study of X-informatics by describing data science and clouds. He starts with striking examples of the data deluge with examples from research, business and the consumer. The growing number of jobs in data science is highlighted. He describes industry trend in both clouds and big data.
He introduces the cloud computing model developed at amazing speed by industry. The 4 paradigms of scientific research are described with growing importance of data oriented version. He covers 3 major X-informatics areas: Physics, e-Commerce and Web Search followed by a broad discussion of cloud applications. Parallel computing in general and particular features of MapReduce are described. He comments on a data science education and the benefits of using MOOC's.
Big Data Applications & Analytics Motivation: Big Data and the Cloud; Center...Geoffrey Fox
Motivating Introduction to MOOC on Big Data from an applications point of view https://bigdatacoursespring2014.appspot.com/course
Course says:
Geoffrey motivates the study of X-informatics by describing data science and clouds. He starts with striking examples of the data deluge with examples from research, business and the consumer. The growing number of jobs in data science is highlighted. He describes industry trend in both clouds and big data.
He introduces the cloud computing model developed at amazing speed by industry. The 4 paradigms of scientific research are described with growing importance of data oriented version. He covers 3 major X-informatics areas: Physics, e-Commerce and Web Search followed by a broad discussion of cloud applications. Parallel computing in general and particular features of MapReduce are described. He comments on a data science education and the benefits of using MOOC's.
The objective of this tutorial is to give the audience hands-on experience to work through the basics about knowledge graph and recommender technology, and how to use them for building an article recommender for COVID-19 research.
Particularly, we used a dataset of COVID research-related papers. We consider two tasks, author to paper recommendation and paper to paper recommendation. This work is interesting in the sense that it touches several areas of ML such as recommendation systems, knowledge graphs and NLP.
This work has been done with my amazing collaborators Zhihong (Iris) Shen, Jianxun Lian and Le Zhang.
The talk was presented at the Toronto Machine Learning Summit on November 16th 2020
Empowering red and blue teams with osint c0c0n 2017reconvillage
This talk will discuss Open Source Intelligence (OSINT) gathering tools and techniques that are highly useful and effective for both Blue teams and Red teams.
This document appears to be a presentation discussing online privacy and tracking. It provides an overview of how companies track users across different websites and devices, the scale of tracking by major companies, and challenges regarding user awareness and regulation. The presentation concludes that while protecting devices is important, the priority now is protecting user privacy and ensuring meaningful consent and control over personal data and online tracking.
This document discusses open data, processes, and services for an Internet of Things platform. It introduces the Oliot open source project, which aims to provide standardization for data collection, sharing and understanding on the IoT. It describes requirements for open processes, open data, and open services to support a federated IoT ecosystem. Key standards from GS1, an international standards organization, are also discussed in the context of the IoT.
Artificial Intelligence in testing - A STeP-IN Evening Talk Session Speech by...Kalilur Rahman
AI is the new ELECTRICITY - said Andrew Ng. There are two sides of the coin. There are a lot of nay-sayers for AI. At the end of the day, it will be Augmented Intelligence, Adaptive Intelligence, Automated Intelligence that will propel human intelligence forward - more than anything else. It will be a great time ahead. Whether it would be an "Eye(AI) Wash" as skeptics say or an "I wish" from them for starting late on the journey, only time will tell. It is a matter of when and how long, instead of an If. #ArtificialIntelligence #IntelligentTesting #QCoE #NextGenTesting #QualityFocusedDelivery #DigitalInnovation #ITIndustry #NewAgeIT #InnovativeTesting#AIFication #Automation #DigitalEconomy #Singularity #Transcendence #Futurism
UXDX Berlin - Test & Deploy, by Quentin Berder, President, WiredCraftUXDXConf
Quentin is the CEO of WiredCraft who has a developer and project manager background. He is responsible for managing the day-to-day operations of the Shanghai office.
At UXDX Berlin, Quentin took the stage to discuss test and deploy matters. Continuous delivery relies on tools but even more on culture. To be successful, you need to validate assumptions quickly and cheaply. Track everything, automate everything, continuous optimization and continuous delivery are essential.
Big Data Applications & Analytics Motivation: Big Data and the Cloud; Centerp...Geoffrey Fox
Motivating Introduction to MOOC on Big Data from an applications point of view https://bigdatacoursespring2014.appspot.com/course
Course says:
Geoffrey motivates the study of X-informatics by describing data science and clouds. He starts with striking examples of the data deluge with examples from research, business and the consumer. The growing number of jobs in data science is highlighted. He describes industry trend in both clouds and big data.
He introduces the cloud computing model developed at amazing speed by industry. The 4 paradigms of scientific research are described with growing importance of data oriented version. He covers 3 major X-informatics areas: Physics, e-Commerce and Web Search followed by a broad discussion of cloud applications. Parallel computing in general and particular features of MapReduce are described. He comments on a data science education and the benefits of using MOOC's.
Big Data Applications & Analytics Motivation: Big Data and the Cloud; Center...Geoffrey Fox
Motivating Introduction to MOOC on Big Data from an applications point of view https://bigdatacoursespring2014.appspot.com/course
Course says:
Geoffrey motivates the study of X-informatics by describing data science and clouds. He starts with striking examples of the data deluge with examples from research, business and the consumer. The growing number of jobs in data science is highlighted. He describes industry trend in both clouds and big data.
He introduces the cloud computing model developed at amazing speed by industry. The 4 paradigms of scientific research are described with growing importance of data oriented version. He covers 3 major X-informatics areas: Physics, e-Commerce and Web Search followed by a broad discussion of cloud applications. Parallel computing in general and particular features of MapReduce are described. He comments on a data science education and the benefits of using MOOC's.
Conversionista : Conversion manager course - Stockholm 20 march 2013Craig Sullivan
The agenda covers various topics related to conversion optimization and user experience including recommended tools, project styles, analytics tips, best practices, and opportunities for site reviews. Key learning points from 6 years of optimization experience will also be discussed. The session will be led by an experienced director of optimization with past experience at several large companies.
- TopMod3D is a free 3D modeling software created by Texas A&M students that allows for advanced subdivision of polygon surfaces. It has over 17,000 downloads since 2008.
- The software offers 35 preset algorithms for subdividing surfaces and 6 basic shapes for modeling. It allows for rapid modeling and has high download compression.
- Focus groups and interviews with industry professionals found that users would pay $50-100 per license and see applications in gaming, movies, and 3D printing. However, the interface and integration with other software needs further development to be commercially viable.
Algorithm Marketplace and the new "Algorithm Economy"Diego Oppenheimer
Diego Oppenheimer discusses the rise of algorithm marketplaces and the new "algorithm economy". Key points include:
- Advances in machine learning, computer vision, speech recognition and natural language processing are enabling algorithms to interpret unstructured data at scale.
- Algorithm marketplaces allow algorithms to be hosted, discovered, monetized and composed modularly to address a wide range of use cases across many industries.
- The algorithm economy will lower barriers to applying machine intelligence and foster innovation as algorithms become reusable assets that creators and users can both benefit from.
As part of the IBM PartyCloud 2018 in Milan, the talk "A Journey into Data Science & AI" will present a case study about estimating Panelists Latent Affinities. I will show the components to develop an intelligent social agent able to classify entities and estimate latent affinities. The session will also cover good practices and common challenges faced by R&D organizations dealing with Machine Learning products.
Open APIs - concepts. applications. visualizations.Christian Dalager
This document discusses open APIs and their applications. It begins with an overview of open APIs and how they allow machines and services to communicate. It then discusses how open APIs have enabled open data, open source software, citizen journalism, and more. Several examples of applications that have been built using open APIs are provided, including Uber, IFTTT, and data visualizations. The implications of living in an API-driven world are also covered, such as how APIs can tie services together and replace human labor over time. The document concludes with advice on getting started with APIs and coding.
Eddi: Interactive Topic-Based Browsing of Social Status StreamsMichael Bernstein
Talk given at UIST 2010 by Michael Bernstein.
Twitter streams are on overload: active users receive hundreds of items per day, and existing interfaces force us to march through a chronologically-ordered morass to find tweets of interest. We present an approach to organizing a user's own feed into coherently clustered trending topics for more directed exploration. Our Twitter client, called Eddi, groups tweets in a user’s feed into topics mentioned explicitly or implicitly, which users can then browse for items of interest. To implement this topic clustering, we have developed a novel algorithm for discovering topics in short status updates powered by linguistic syntactic transformation and callouts to a search engine. An algorithm evaluation reveals that search engine callouts outperform other approaches when they employ simple syntactic transformation and backoff strategies. Active Twitter users evaluated Eddi and found it to be a more efficient and enjoyable way to browse an overwhelming status update feed than the standard chronological interface.
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Innovation is mistakenly seem as one shot that changes the way people do things. But what happens after the initial change? We will explain how we continued to thrive with our Apache Solr for TYPO3 Integration. We will look at the inner workings and at the numbers behind this great TYPO3 extension.
The document discusses API design and documentation. It introduces Swagger/OpenAPI as a specification for defining RESTful APIs in a language-agnostic way. Swagger allows API providers to describe available endpoints and payloads, making APIs easier for consumers to use. The document then covers Swagger/OpenAPI specifications in more detail and approaches for generating documentation and client code from API definitions.
The document provides an agenda for a roadshow presentation by CIGNEX Datamatics and Liferay on February 27, 2014 at the Hilton Singapore Hotel. The agenda includes welcome and introduction sessions on Liferay Portal 6.2, an implementation case study, and a session on powering mobility and user experience with Liferay. There will also be a book drawing and networking session. Background information is provided on CIGNEX Datamatics and their Liferay expertise and solutions.
Snap4City November 2019 Course: Smart City IOT Data Ingestion Interoperabilit...Paolo Nesi
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• Data Ingestion Strategy
• Setting Up the Road Graph on Knowledge Base
• Data Set Load via Data Gate (plus how to load triples into Knowledge base)
• Data Ingestion and Transformation via ETL Processes
• Data Ingestion via IOT Brokers
• IOT Network: recall of basic concepts
• IOT Directory
• IOT Devices and IOT Brokers Registration
• Data Ingestion via IOT Applications
• Data Ingestion from API, External Services, Custom MicroServices
• Data Ingestion via Web Scraping
• Data Streams from Smart City API, participatory
• Data Streams from Mobile Devices
• Data Streams from Dashboards
• GIS Data Import and Export
• Social Media data collection and exploitation
• Acknowledgements
The Day After Tomorrow: When Ad Blockers Stop All Analytics PlatformsSamuel Scott
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Open API Specification - SiliconValley Code camp 2017 session @siddiqimuhammadMuhammad Siddiqi
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The survey summarizes the results of an online survey of 713 IoT developers conducted in 2017. The top findings are:
- Home automation, industrial automation, and IoT platforms are the top 3 industries. Security, connectivity, and interoperability are the top concerns.
- C and C++ are the most commonly used programming languages. Linux is the dominant operating system.
- AWS, Microsoft Azure and Google Cloud Platform are the most popular cloud platforms. Wi-Fi and TCP/IP are the most used connectivity protocols.
- MQTT and HTTP are the top messaging protocols. Security technologies like encryption and authentication are widely used.
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Threat Hunting with Elastic at SpectorOps: Welcome to HELKElasticsearch
This document provides an overview and agenda for the Elastic Tour 2018 conference. It introduces the speaker, Cyb3rWard0g, and outlines their background and expertise in threat hunting. The agenda covers topics like threat hunting techniques and data, the role of threat hunters, integrating threat hunting with SIEMs, and pre-hunt activities. It also introduces HELK, an open source project that extends the Elastic Stack with advanced analytics capabilities to empower threat hunters. Key components of HELK include Apache Spark, Elasticsearch, and Jupyter notebooks. The document discusses how these tools can help with tasks like threat modeling, data analysis, and developing threat hunting playbooks. It concludes by discussing potential future directions for the HELK
"Adblock is a Boycott" Talk at #UXAwardsDavid Carroll
There are 200M people blocking the ads. It's the biggest boycott in history (@dsearls). What caused this, what failed, how can we fix it? What's at stake? A quick talk based on industry and academic research and a call to learn from the failures of the past to build a better future for UX, Big Data, publishing, advertising, marketing, and identity rights.
ITCamp 2019 - Florin Flestea - How 3rd Level support experience influenced m...ITCamp
After being a 3rd level support guy for 2 years, my code changed in several ways. Why this happened? Is this change good? Should you care about this?
I will tell from experience how my code changed and in what ways so that you can prevent the same mistakes I did and how to make your days better instead of wasting time debugging and trying to understand what happened in production
Curating Social Media Data And Compiling Them TogetherPitra Satvika
How do you search for Indonesia's social media data? How do you compile them together? How do you put them all into context?
A sort of behind the scene on how my team compile the white book "Social Media Landscape in Indonesia."
Check the book at www.strategocorp.com/socialmedia2012
UI5con 2024 - Keynote: Latest News about UI5 and it’s EcosystemPeter Muessig
Learn about the latest innovations in and around OpenUI5/SAPUI5: UI5 Tooling, UI5 linter, UI5 Web Components, Web Components Integration, UI5 2.x, UI5 GenAI.
Recording:
https://www.youtube.com/live/MSdGLG2zLy8?si=INxBHTqkwHhxV5Ta&t=0
WhatsApp offers simple, reliable, and private messaging and calling services for free worldwide. With end-to-end encryption, your personal messages and calls are secure, ensuring only you and the recipient can access them. Enjoy voice and video calls to stay connected with loved ones or colleagues. Express yourself using stickers, GIFs, or by sharing moments on Status. WhatsApp Business enables global customer outreach, facilitating sales growth and relationship building through showcasing products and services. Stay connected effortlessly with group chats for planning outings with friends or staying updated on family conversations.
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Atelier - Innover avec l’IA Générative et les graphes de connaissances
Allez au-delà du battage médiatique autour de l’IA et découvrez des techniques pratiques pour utiliser l’IA de manière responsable à travers les données de votre organisation. Explorez comment utiliser les graphes de connaissances pour augmenter la précision, la transparence et la capacité d’explication dans les systèmes d’IA générative. Vous partirez avec une expérience pratique combinant les relations entre les données et les LLM pour apporter du contexte spécifique à votre domaine et améliorer votre raisonnement.
Amenez votre ordinateur portable et nous vous guiderons sur la mise en place de votre propre pile d’IA générative, en vous fournissant des exemples pratiques et codés pour démarrer en quelques minutes.
Transform Your Communication with Cloud-Based IVR SolutionsTheSMSPoint
Discover the power of Cloud-Based IVR Solutions to streamline communication processes. Embrace scalability and cost-efficiency while enhancing customer experiences with features like automated call routing and voice recognition. Accessible from anywhere, these solutions integrate seamlessly with existing systems, providing real-time analytics for continuous improvement. Revolutionize your communication strategy today with Cloud-Based IVR Solutions. Learn more at: https://thesmspoint.com/channel/cloud-telephony
Need for Speed: Removing speed bumps from your Symfony projects ⚡️Łukasz Chruściel
No one wants their application to drag like a car stuck in the slow lane! Yet it’s all too common to encounter bumpy, pothole-filled solutions that slow the speed of any application. Symfony apps are not an exception.
In this talk, I will take you for a spin around the performance racetrack. We’ll explore common pitfalls - those hidden potholes on your application that can cause unexpected slowdowns. Learn how to spot these performance bumps early, and more importantly, how to navigate around them to keep your application running at top speed.
We will focus in particular on tuning your engine at the application level, making the right adjustments to ensure that your system responds like a well-oiled, high-performance race car.
What is Augmented Reality Image Trackingpavan998932
Augmented Reality (AR) Image Tracking is a technology that enables AR applications to recognize and track images in the real world, overlaying digital content onto them. This enhances the user's interaction with their environment by providing additional information and interactive elements directly tied to physical images.
Revolutionizing Visual Effects Mastering AI Face Swaps.pdfUndress Baby
The quest for the best AI face swap solution is marked by an amalgamation of technological prowess and artistic finesse, where cutting-edge algorithms seamlessly replace faces in images or videos with striking realism. Leveraging advanced deep learning techniques, the best AI face swap tools meticulously analyze facial features, lighting conditions, and expressions to execute flawless transformations, ensuring natural-looking results that blur the line between reality and illusion, captivating users with their ingenuity and sophistication.
Web:- https://undressbaby.com/
UI5con 2024 - Boost Your Development Experience with UI5 Tooling ExtensionsPeter Muessig
The UI5 tooling is the development and build tooling of UI5. It is built in a modular and extensible way so that it can be easily extended by your needs. This session will showcase various tooling extensions which can boost your development experience by far so that you can really work offline, transpile your code in your project to use even newer versions of EcmaScript (than 2022 which is supported right now by the UI5 tooling), consume any npm package of your choice in your project, using different kind of proxies, and even stitching UI5 projects during development together to mimic your target environment.
21. Base spec and sub-specs
s.subspec 'Base' do |ss|
ss.dependency 'StanwoodAnalytics/Core'
ss.dependency 'StanwoodAnalytics/Fabric'
ss.dependency 'StanwoodAnalytics/Firebase'
ss.dependency 'StanwoodAnalytics/TestFairy'
end
22. Fabric sub-spec
s.subspec 'Fabric' do |ss|
ss.dependency 'StanwoodAnalytics/Core'
ss.source_files =
‘StanwoodAnalytics/Classes/SubSpecs/Fabric/'
ss.ios.vendored_frameworks =
['Frameworks/Crashlytics.framework',
'Frameworks/Fabric.framework']
end