Graph Machine Learning Overview: Traditional ML to Graph Neural Networks
Explore the evolution of Machine Learning in Graphs, from traditional ML tasks to advanced Graph Neural Networks (GNNs). Discover key concepts like feature engineering, tools like PyG, and types of ML tasks in graphs. Uncover insights into node-level, graph-level, and community-level predictions, an
3 views • 87 slides
Progressive Approach to Relational Entity Resolution
In this research paper authored by Yasser Altowim, Dmitri Kalashnikov, and Sharad Mehrotra, a progressive approach to relational entity resolution is presented. The study focuses on balancing cost and quality in entity resolution tasks for relational datasets. The goal is to develop a method that ac
1 views • 20 slides
Resource Integration Topics and Quarterly Stability Assessment Guidelines
Explore the Resource Integration Topics discussed in the ERCOT Working Group and delve into the Quarterly Stability Assessment (QSA) Planning Guide. Learn about important deadlines, synchronization dates, and critical considerations for a successful assessment process. Discover the updated RIOO-IS s
2 views • 24 slides
Innovation Starts Here Hire a Node.js Developer for Your Next Big Idea
Discover the key benefits of hiring a Node.js developer for your project. From real-time applications to scalable solutions, unlock the power of Node.js expertise to elevate your development process and drive success.
5 views • 6 slides
LINKED LIST.MODULE 3
Explore the concept of linked lists, a linear collection of data elements represented as nodes with information and addresses to the next node. Learn about implementations, traversing, and searching algorithms in linked lists with detailed explanations and visuals.
1 views • 41 slides
The ROI of Hiring a Node.js Developer - Stats That Prove It’s Worthwhile
Explore the ROI of hiring a Node.js developer. Learn how Node.js boosts efficiency, scalability, and performance, driving better user experiences and higher conversion rates. Discover why it's a smart investment. For more information, visit: \/hire-node-js-developer. #hirenodejsdeveloper
1 views • 5 slides
The ROI of Hiring a Node.js Developer - Stats That Prove It’s Worthwhile
Explore the ROI of hiring a Node.js developer. Learn how Node.js boosts efficiency, scalability, and performance, driving better user experiences and higher conversion rates. Discover why it's a smart investment. For more information, visit: \/hire-node-js-developer. #hirenodejsdeveloper
0 views • 5 slides
Understanding Malignant Melanoma: Types, Signs, and Prognosis
Malignant melanoma is a serious skin cancer with various types, including superficial spreading, nodular, acral lentiginous, lentigo maligna, and amelanotic. Recognizing early signs such as ABCDEF (Asymmetry, Borders, Colour, Diameter, Evolving, Funny-looking) is crucial for prompt diagnosis. Macros
2 views • 25 slides
POSNOC & ATNEC Trials Update by Amit Goyal: Investigating Axillary Treatment in Breast Cancer
POSNOC (Positive Sentinel Node) and ATNEC trials are investigating the effectiveness of axillary treatment in women with early-stage breast cancer having metastases in one or two sentinel nodes. Led by Chief Investigator Amit Goyal in the UK, this randomized controlled trial compares adjuvant therap
1 views • 21 slides
Overview of Policy Service Node (PSN) Architecture
The Policy Service Node (PSN) architecture consists of various key components such as Policy Administration Node (PAN), Monitoring Node (MnT), Inline Posture Node (IPN), and Multi-Function Node. These components work together to enable efficient policy management and network monitoring within a netw
1 views • 5 slides
Primal-Dual Algorithms for Node-Weighted Network Design in Planar Graphs
This research explores primal-dual algorithms for node-weighted network design in planar graphs, focusing on feedback vertex set problems, flavors and toppings of FVS, FVS in general graphs, and FVS in planar graphs. The study delves into NP-hard problems, approximation algorithms, and previous rela
0 views • 17 slides
Understanding the Electrical Activities of the Heart - An Overview
The electrocardiogram (ECG) is a result of intricate physiological and technological processes involving transmembrane ionic currents, cardiac activation sequences, and electrode connections. The cardiac conduction system consists of various components like the sinoatrial node, atrioventricular node
0 views • 39 slides
Medicaid Waivers and Services in Kentucky
Seven Counties Developmental Services Division in Kentucky provides a range of services including alcohol and drug addictions, mental health, developmental services, and more. The Division offers case management, behavior analysis, therapy services, supported employment, crisis services, grant-based
1 views • 25 slides
Role of Lymphadenectomy in Genital Malignancies
Pelvic and paraaortic lymph node evaluation is crucial in the surgical staging of gynecological malignancies. The goals of lymph node dissection are to determine disease extent and guide further treatment. Pelvic lymph nodes include common iliac, external and internal iliac, obturator, sacral, and p
0 views • 16 slides
Sharding and Scaling in Blockchain: Overcoming Limitations for Improved Performance
Sharding and scaling play a crucial role in enhancing the performance of blockchain networks. This lecture explores how sharding helps distribute the workload efficiently, enabling better storage, computing, and communication scalability. The concept of randomized node allocations and adaptive adver
0 views • 10 slides
Distributed Computation in Node-Capacitated Networks
Exploration of communication primitives and algorithms in node-capacitated networks, including Node-Capacitated Clique Model, communication on butterfly networks, orientation using Boruvka's algorithm, computing O(a)-orientation, and solving graph problems like BFS trees, maximal independent set, ma
0 views • 7 slides
The Cost of Hiring a Node.js Developer What You Need to Know
The result of every software project depends on hiring the right people. The right developer is key when you use Node.js, the powerful and popular runtime for developing scalable apps. Although you can always find the right developer, evaluating the cost of their services will be one of the most cha
0 views • 6 slides
Minnesota's Broadband Voice - Overview of the Telecom Industry
Minnesota's Broadband Voice presentation by Brent Christensen, President/CEO, highlights the role of the Minnesota Telecom Alliance (MTA) in providing telecom services to rural Minnesota. MTA members deploy various technologies like Fiber-to-the-Premise, Fiber-to-the-Node, and Fixed Wireless. The in
0 views • 7 slides
Enhancing Multi-Node Systems with Coherent DRAM Caches
Exploring the integration of Coherent DRAM Caches in multi-node systems to improve memory performance. Discusses the benefits, challenges, and potential performance improvements compared to existing memory-side cache solutions.
0 views • 28 slides
Status Update: PDS Node Activities and Concerns Summary
This report presents updates on PDS Node activities discussed at the PDS Management Council Meeting. Topics include archiving schedules for Europa Clipper Mission, funding status, time spent on PDS-wide activities, PDART and DMPs progress, and staffing concerns at USGS-IMG. Notable activities such a
1 views • 6 slides
Geometric Routing Concepts and Byzantine Fault Tolerance
Geometric Routing enables routing without overhead, where each node knows its global coordinates and forwards messages based on proximity to the destination. Byzantine Faults pose challenges with arbitrary node behavior, but a Byzantine-Robust Geometric Routing algorithm addresses this in a 3-connec
2 views • 33 slides
Understanding Data Link Layer Communication in Computer Networks
Exploring the data link layer in computer networks, this lecture discusses the node-to-node communication, services provided, such as framing, flow control, error control, and congestion control. Through a series of images, the concept of links and nodes, as well as the responsibilities of the data
0 views • 16 slides
Implementing Heaps: Node Operations and Runtime Analysis
Understanding the implementation of heaps involves knowing various node operations like finding the minimum node, last node, next open space, children, and parent. The runtime analysis of heap operations such as peekMin, removeMin, and insert are crucial for optimizing performance. This recap covers
0 views • 9 slides
Skin Cancer Management Guidelines - Surgical Approach and Follow-Up Protocol
Guidelines for managing suspicious pigmented lesions and invasive melanoma, with detailed protocols for excision margins, lymph node biopsy, staging scans, and follow-up care. Emphasis on surgical management, sentinel lymph node biopsy, medical oncology consultation, and shared follow-up with plasti
0 views • 13 slides
Exploring Multiple Publishers and Subscribers in ROS Nodes
Understanding how to implement multiple publishers and subscribers in a single ROS node to control different turtles simultaneously, along with managing message variables efficiently. This tutorial walks through the process of defining and initializing publishers/subscribers and ensuring message del
0 views • 17 slides
Overview of RDA UK Node Engagement and Activities
The RDA UK Node, funded through the RDA Europe 4 project, aims to maximize the value of UK contributions to the Research Data Alliance (RDA). It comprises various UK organizations and individuals engaged in RDA activities, liaising with EOSC projects and contributing to RDA Council and Foundation. T
0 views • 9 slides
Understanding Homework 6 and Interfaces in Section 5
In this section, we delve into Homework 6 progress, reminders for effective programming practices, and essential concepts like Breadth-First Search (BFS) and Interfaces. Key points include the importance of controlling expensive checks, utilizing debug flags, and distinguishing between BFS and Depth
0 views • 38 slides
Blockchain Voting and Node Instructions with ASCII Table
This game material outlines a block voting process using a blockchain framework, including hash calculations, node instructions, and an ASCII table. Participants are required to verify valid hashes, faculty votes, and correct hash computations based on predetermined algorithms. The provided ASCII ta
0 views • 41 slides
RDA Node Slovenia Project Overview
The RDA Node Slovenia project serves as a central contact point between the Research Data Alliance and stakeholders in Slovenia. The project aims to coordinate infrastructure development based on international standards, promote data sharing culture, and engage stakeholders in scientific domains. Ac
0 views • 11 slides
Geosciences Node Report - August 30, 2018
Deliveries to Geosciences Archives are improving, but some missions and instruments are still behind schedule. Development of Geosciences Archives is lagging in certain areas. Funding has been received in full with a small percentage yet to be allocated. Time spent on PDS-wide activities shows distr
0 views • 8 slides
Italian Node's Experience in Open Science Webinar Series
Explore the journey of the Italian node led by Gina Pavone at CNR/ISTI within the RDA Europe framework. The webinar series focused on collaboration with OpenAIRE NOADs and the Italian RDA node, providing insights into Open Science-related topics, RDA themes, and fostering community engagement. With
0 views • 11 slides
Overview of Dentistry in England and Scotland
Dentistry in England and Scotland encompasses various services including NHS primary care dental services, hospital dental services, public dental services, dental public health services, and private dentistry. The NHS dentistry structure differs between England and Scotland, with data collection me
0 views • 9 slides
Top Tips for Hiring a Skilled Node. js Developer for Your Project
The contributions of a skilled Node.js developer in the team can be seen as a factor that allowed the team to release the web application or the mobile applications successfully. Acknowledging that Node.js is among the most used server-side Javascrip
0 views • 7 slides
Understanding Binary Trees in Computer Science
Binary trees are a fundamental data structure in computer science with various applications. This content covers the basics of binary trees, including terminology, recursive definitions, node structures, and implementations in computer science. It touches on important concepts such as recursion, tre
0 views • 28 slides
Understanding B+ Tree Data Structure
Explore the B+ tree data structure, its rules, insertion and deletion operations, node structure, and variations like the B-tree. Learn about maintaining balance, node sizes, and pointers in this efficient data structure designed for disk-based storage systems.
0 views • 15 slides
Introduction to Express.js
Express.js is a server-side framework built on top of Node.js, known for being open-source, minimal, and having an extensive library. It is widely used in back-end web development and is considered a standard in the industry. Created by Tj Holowaychuk, Express.js quickly gained popularity since its
0 views • 13 slides
Explore the Benefits of Using Express with Node.js
Learn how Express enhances Node.js by providing a structured project layout, simplified routing, and easier development workflow, making it a versatile choice for web and mobile applications. Discover how to set up a new Node.js and Express project and organize your code efficiently.
0 views • 72 slides
Understanding the Control of Heart Beat
The heart controls its own beat through the cardiac cycle initiated by the Sinoatrial node (SA node). This myogenic system allows the heart to contract and relax without the need for external impulses. The cardiac muscle responds to electrical waves, leading to synchronized contractions of the atria
0 views • 9 slides
Hire Node.js Developers Like a Pro Strategies for Finding the Best Talent
This means that Node.js has been quickly gaining prominence as the most used server-side framework with the rise of highly dependent businesses on dynamic and efficient web applications. Easy handling of high-performance applications, including asynchronous tasks, explains why companies are eager to
0 views • 6 slides
DKRZ Data Center Overview: Services and Infrastructure Updates
DKRZ is updating its data infrastructure hosting environment to enhance services like data life cycle management, quality assurance, and CMIP6 support. The data center is undergoing migration to integrate HPC and data systems, establishing a national MIP data analysis cache and cloud. Long-term arch
0 views • 13 slides