Explore strategies to sustain the clean energy transition amidst limited resources. Model a producer's decisions and regulatory alignment in maximizing clean energy generation with profitability considerations. Utilize benchmarks for material efficiency, urban mining, and systemic leakage to address

0 views • 23 slides

Explore a novel approach for detecting credit card fraud using a semi-supervised attribute-driven graph representation. The technique leverages temporal aggregation and attention layers to automatically unify heterogeneous categorical attributes and detect fraudulent transactions without label leaka

1 views • 23 slides

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

The overview of carbon pricing inside the EU highlights key aspects such as the EU Green Deal, revision of the EU ETS, and the Carbon Border Adjustment Mechanism. The EU aims for carbon neutrality by 2050 with a 55% reduction target. The Fit for 55 initiative emphasizes relevance for the Energy Comm

4 views • 16 slides

This work discusses the importance of understanding software architecture in assessing the readiness of user-facing features in scientific software. It explores the challenges of testing complex features, presents a motivating example, and emphasizes the role of subject matter experts in validating

4 views • 20 slides

Instance-specific explanations of model predictions through input gradients are explored in this study. The key contributions include a novel evaluation framework, DiffROAR, to assess the impact of input gradient magnitudes on predictions. The study challenges Assumption (A) and delves into feature

0 views • 32 slides

In an ordinary house, where repairs and upgrades are needed, plumbing is among the most core issues. Water supply is a daily routine and essential for such things as plumbing and appliances like water heaters. Plumbing is responsible for the house's comfort and convenience. In the Cheyenne communit

1 views • 8 slides

Derek McNamara Joinery serves the Best service for Feature Walls in Carrigoon Beg. They prides itself on delivering superior results that exceed customer expectations. They are skilled in a wide range of carpentry, such as panelling, feature walls, radiator covers, furniture design, and using only t

1 views • 6 slides

Git branching models determine how code changes are managed and integrated in software development projects. This content discusses successful branching models, emphasizing the usage of master, develop, feature, release, and hotfix branches. It also explains why Git branching is different from centr

0 views • 13 slides

South African townships face significant challenges such as low investment, high levels of financial leakage, limited infrastructure, and high unemployment rates. Despite these obstacles, townships also serve as vibrant hubs of entrepreneurship with a variety of thriving activities. However, there i

0 views • 12 slides

Waterproofing is essential for preventing water leakage in structures like bathrooms, toilets, and terraces. It helps maintain a habitable environment, protect building components, and increase the building's lifespan. Causes of leaks include structural movement and temperature variations. Different

0 views • 6 slides

Learn about the operation and maintenance of evaporators in the dairy industry from Dr. J. Badshah's expertise. Discover key steps like preparation, leakage testing, energy-saving designs, and care tips for optimal performance. Understand factors affecting operations and design to enhance efficiency

1 views • 9 slides

The document proposes integrating the National Security and Emergency Preparedness (NSEP) priority access feature into the IEEE 802.11be standard to ensure seamless NSEP service experience, particularly in Wi-Fi networks used as last-mile access. The NSEP priority feature at the MAC layer is indepen

0 views • 12 slides

Enhance feature adoption of self-service password reset among your employees with these ready-to-use posters. Simply customize and print them to encourage password security awareness in your workplace. Don't risk productivity downtime due to forgotten passwords – empower your team to reset their p

0 views • 13 slides

Feature stories offer a unique way to engage readers by focusing on personal elements and timeless themes compared to the timeliness of news reports. They allow for creativity, entertainment, and emotion, broadening the storytelling landscape. Understanding the distinction between news reports and f

0 views • 9 slides

Water balance calculations involve assessing commercial and physical losses in a water distribution system. The process includes basic calculations, evaluation of commercial losses such as metering inaccuracies and non-revenue water, as well as physical losses like leakage in transmission lines. Add

0 views • 21 slides

The European Commission's proposal for a Carbon Border Adjustment Mechanism aims to address carbon leakage and reduce emissions through a comprehensive industrial policy known as the European Green Deal. The Fit For 55 Package under the EU Climate Law sets ambitious targets for emission reduction an

7 views • 8 slides

VHT LO Leakage limits in the IEEE 802.11-19/1561r4 standard are deemed unrealistic under reduced TX power scenarios. This document proposes a relaxation of these limits under certain conditions, suggesting amendments for a more realistic approach to addressing LO leakage. The proposal aims to ensure

0 views • 13 slides

Understanding the significance of Buchholz relay in protecting transformers from incipient faults that can develop into serious issues. Developed by Max Buchholz in 1921, this gas-operated device detects faults such as core insulation failure, short-circuited core laminations, and loss of oil due to

3 views • 14 slides

Feature engineering involves transforming raw data into meaningful features to improve the performance of machine learning models. This process includes selecting, iterating, and improving features, converting context to input for learning algorithms, and balancing the complexity of features, concep

0 views • 28 slides

This research delves into the intersection of programming languages, cryptography, and architecture to address privacy concerns in cloud computing. It discusses the risks posed by physical attacks on sensitive data and explores solutions like secure processors and Oblivious RAM to safeguard informat

2 views • 40 slides

Pre-Labour Rupture of the Membranes (RROM) is characterized by the leakage of amniotic fluid before the onset of labor, particularly when the gestational age is less than 37 weeks. Clinical diagnosis involves a thorough history evaluation and examination, including sterile speculum examination to co

0 views • 18 slides

Delve into the realm of secure multiparty computation under 1-bit leakage, exploring the intersection of DP algorithms, MPC, and the utilization of leakage for enhanced performance. Discover the overhead implications of achieving active security, as well as the evolution of secure computation protoc

0 views • 43 slides

Enzyme immobilization involves confining enzyme molecules to a distinct phase from substrates and products, attaching them to solid matrices for enhanced specificity and reduced inhibition. Inert polymers or inorganic materials are used as carrier matrices with methods like physical adsorption onto

0 views • 24 slides

Virtual machines with large memory capacities are common in cloud environments. To enhance security during VM migrations and data transmissions, techniques like split migration, encrypted split migration, and encrypted remote paging are employed. However, challenges such as data leakage, high CPU ut

0 views • 16 slides

Schottky diodes, similar to regular PN junction diodes, allow current to flow in one direction only. They are highly efficient and useful for switch mode power supplies, offering advantages such as fast switching action, high-frequency handling capability, low voltage drop, and higher efficiency. Ho

2 views • 5 slides

The study focuses on optimizing multi-label feature selection by balancing global relevance and redundancy factors, aiming to enhance the efficiency and accuracy of data analysis. It delves into the challenges posed by information theoretical-based methods and offers insights on overcoming limitatio

0 views • 15 slides

Characterization, optimization, and recovery methods are explored to extend the lifespan of MLC NAND flash memory. Challenges such as high raw bit error rates and charge leakage leading to retention loss are addressed. Techniques like ECC and threshold voltage adjustment are employed to improve memo

0 views • 53 slides

This content delves into the topic of side channels in software security, focusing on the leakage of sensitive information through timing side channels. It discusses the concept of covert channels, reference monitors, limitations of analysis, and prevention strategies to mitigate the risks associate

0 views • 25 slides

Differentiating between news and feature photography involves capturing specific events for news photos and unique cultural moments or human interest stories for feature photos. News photos inform viewers with concrete information, while feature photos evoke emotions and delve into a slice of life o

0 views • 24 slides

This specialized curriculum from the Weatherization Assistance Program covers essential topics for energy auditors and construction professionals working on single-family homes. Participants will learn about residential construction terminology, structural framing, different foundation types, air le

0 views • 33 slides

Study by Denys Klekots focuses on analyzing energy escaping from the GRAiNITA electromagnetic calorimeter, using Geant4 simulations to investigate energy deposition, escaped energy fluctuations, and non-uniformity in the ECAL setup. The research delves into the impact of leakage and non-uniformity o

0 views • 10 slides

Feature engineering, a manual and time-consuming process, is a crucial step in data science workflows. It involves generating and transforming features based on domain knowledge. Avoiding the pitfalls of past technologies like expert systems, feature selection plays a key role in determining which f

0 views • 25 slides

This content discusses the concepts of leakage-resilient key exchange and seed extractors in cryptography, focusing on scenarios involving Alice, Bob, and Eve. It covers non-interactive key exchanges, passive adversaries, perfect randomness challenges, and leakage-resilient settings in symmetric-key

6 views • 35 slides

PrivacyShield is a groundbreaking solution developed by Yan Chen's Lab at Northwestern University to address the critical issue of private data leakage from Android apps. Through extensive research and evaluations, they have identified vulnerabilities in popular anti-malware tools and uncovered alar

0 views • 19 slides

Triplex design, a collaborative effort by Yaobin Shen and others from UCLouvain Crypto Group, presents an efficient and leakage-resistant mode of operation. The design focuses on improving performance, enhancing protection against side-channel attacks, and implementing DPA-protected KDF/TGF for subs

0 views • 16 slides

RF signals ranging from 100 kHz to 150 MHz are utilized for achieving resonance in optical cavities. DC Ground Isolation Units help decouple DC grounds and shield leakage. Spectrum analysis using RF analyzers reveals peaks possibly from neighboring balun leakages. Solutions involve increasing capaci

0 views • 14 slides

Dive into the world of feature writing, where journalistic articles take on a narrative approach to captivate readers. Explore the lives of individuals like Miley, Amy, Natasia, and Monica, each with their own compelling stories and experiences. From Harry Potter fans to Japanese tea party organizer

0 views • 51 slides

Preparations required for the operation and maintenance of multiple effects evaporators include ensuring the availability of utilities like electricity, water, compressed air, and steam at the required pressure. Proper maintenance steps such as vacuum tests, checking for leakages, and conducting air

0 views • 14 slides

Fruit image recognition project with Weka involved testing various classification methods using deep-learning techniques for feature extraction and achieving accurate results. Methods included ZeroR, J48 decision tree, and feature manipulation to improve classification accuracy levels. Results showe

0 views • 12 slides