Semi-Supervised Credit Card Fraud Detection via Attribute-Driven Graph Representation
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
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Deep Reinforcement Learning for Mobile App Prediction
This research focuses on a system, known as ATPP, based on deep marked temporal point processes, designed for predicting mobile app usage patterns. By leveraging deep reinforcement learning frameworks and context-aware modules, the system aims to predict the next app a user will open, along with its
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Understanding Temporal Data Management in TSQL Queries
Explore the realm of temporal data in TSQL queries, delving into the concepts of valid time and transaction time, different types of relations like snapshot and bi-temporal, and the significance of time dimensions in database management. Learn how temporal databases support time-related queries for
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Localised Adaptive Spatial-Temporal Graph Neural Network
This paper introduces the Localised Adaptive Spatial-Temporal Graph Neural Network model, focusing on the importance of spatial-temporal data modeling in graph structures. The challenges of balancing spatial and temporal dependencies for accurate inference are addressed, along with the use of distri
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Planning with CSC Continuum of Welsh Language Patterns
This session by Mathias Maurer provides information and examples to support planning with the CSC Continuum of Welsh Language Patterns. It covers introducing new language patterns, transferring familiar patterns to new contexts, planning for progression, and utilizing the continuum for coherent deve
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Understanding Patterns of Behaviour in Zoology: An Overview
Behaviour in animals encompasses a wide range of responses to stimuli in their environment, with patterns that can be innate or learned. This comprehensive overview explores the different behavioural patterns, including tropism, taxis, reflexes, instincts, learning, and reasoning. The importance of
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Understanding Frequent Patterns and Association Rules in Data Mining
Frequent pattern mining involves identifying patterns that occur frequently in a dataset, such as itemsets and sequential patterns. These patterns play a crucial role in extracting associations, correlations, and insights from data, aiding decision-making processes like market basket analysis. Minin
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Understanding the Spatial and Temporal Distribution of Temperature
The spatial and temporal distribution of temperatures plays a crucial role in determining weather patterns, climates, vegetation zones, and wildlife habitats. Factors such as latitude, altitude, distance from the coast, and prevailing winds influence the distribution of temperature both horizontally
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Working Patterns Implementation Toolkit: Insights and Case Studies
Explore the Working Patterns Implementation Toolkit for February 2022, which includes case studies based on research involving UKFRS to document working patterns. Discover detailed information on services, international comparisons, firefighter and fire station statistics, dual contracts, and wholet
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Exploring Temperature Patterns on Earth: The Sun's Effect on Climate
Discover the fascinating relationship between the sun's effect on climate and temperature patterns on Earth at different latitudes and times of the year. This lesson delves into how temperatures vary with latitude from the equator, examining data for January and July to identify patterns and underst
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Year 2 Mathematics Geometry Patterns and Sequences
Exploring 2D and 3D shape patterns, ordering and arranging mathematical objects in sequences. Tasks involve continuing rotation patterns, mental math exercises, and creating unique shape patterns. Emphasis on rules for patterns and developing critical thinking skills in geometry.
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Behavioral Data Analysis During Saccadic Eye Movement Task
Visual systems utilize saccades to focus on objects, impacting temporal perception. This study explores the effects of saccades and stimulus location on perceived time, presenting findings from an experiment on temporal perception mapping with fixed visual duration. The method of psychometric functi
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Understanding Closed Patterns and Max Patterns in Data Mining
Explore the concepts of closed patterns and max patterns in data mining, along with challenges and solutions. Learn how closed patterns compress frequent patterns while maintaining support information, and how max patterns provide a lossy compression. Discover the difference between closed patterns
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Fun with Patterns: Exploring Creativity and Logic in Mathematics
Dive into the world of patterns with this interactive mathematics chapter, learning how to identify, extend, and create patterns using everyday objects like flowers and leaves. Explore the art of pattern-making, discover the magic of number patterns, and engage in hands-on activities to enhance your
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Discussion on Temporal Entities and Simultaneity in CIDOC CRM Meeting
Temporal entities and the modeling of simultaneity in CIDOC CRM are under discussion at the upcoming meeting. The current approach considers the cardinality of certain relations, aiming to streamline the representation of time-spans and spacetime volumes. The evolving perspectives on the spatial com
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Understanding Temporal and Spatial Information Models
This content delves into the intricacies of temporal and spatial information models, covering concepts such as existence, presence, and spatiotemporal relationships. It explores how entities are identified, events are witnessed, and durations are defined within these models. The interplay between ti
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Understanding Temperature Patterns in September Through Bar Graphs
Exploring temperature patterns in September through the lens of bar graphs. The lesson covers how to interpret bar graphs showing temperature variations to identify patterns, with a focus on understanding weather patterns in Pomona. Various activities and visual aids are used to engage learners in r
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Analysis of Gathering Patterns from Trajectories - ICDE 2013
Prevalence of trajectory data due to location acquisition technology enables understanding movement behaviors, group travel patterns, and anomaly detection. Co-travellers patterns like Flocks, Convoys, and Swarms are defined based on group characteristics. Gathering patterns involve events with cong
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Understanding Advanced Concepts in Temporal Point Processes for Human-Centered Machine Learning
Explore advanced concepts in temporal point processes through the lens of human-centered machine learning. Topics include marked temporal point processes, independent identically distributed marks, dependent marks, and mutually exciting marks. Learn about stochastic dynamical systems such as the Sus
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Understanding Design Patterns in Java Programming
Learn about design patterns in Java programming, including creational patterns such as Singleton, Factory, and Builder. Explore how design patterns provide solutions to common programming problems, making code more flexible and efficient. Dive into examples and implementations to enhance your unders
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Understanding Design Patterns for Software Development
Explore the world of design patterns in software development, including structural decomposition, organization of work, access control, and communication patterns. Learn the differences between design and architectural patterns, and how they influence software systems. Discover categories of design
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Temporal Coordination of Measurement in Data Centers
Measurement plays a crucial role in data centers for fault diagnosis, traffic engineering, and attack detection. This study focuses on the concept of temporal coordination of measurement to overcome issues like reporting overhead and resource wastage. Various examples illustrate the importance of co
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Understanding Common Thought Patterns in Communication
Common thought patterns in communication help structure messages effectively to increase understanding and engagement. Recognizing these patterns benefits readers by enhancing comprehension, engagement, recall, and writing skills. The five most common thought patterns are list, sequence, definition,
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Introduction to Software Design Patterns in CSE 331 Spring 2015
Dive into the world of design patterns with a focus on creational patterns, structural patterns, and behavioral patterns in the context of software design and implementation. Explore concepts like encapsulation, subclassing, and iteration along with their problems, solutions, advantages, and disadva
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Understanding Descriptive Epidemiology in Public Health
Descriptive epidemiology involves the study of disease occurrence and distribution in populations. It focuses on describing patterns of disease occurrence based on who gets sick, where rates are highest and lowest, and temporal patterns of disease. Descriptive studies are essential for public health
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Exploring the Paradoxes of Time Travel
Delve into the intriguing concepts surrounding temporal parts, paradoxes of time travel, the relationship between time and change, the impossibility of changing the past, and the arguments presented by David Lewis on the logical constraints of time travel. Discover the complexities of time perceptio
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Developing Number Sense in the Classroom
Explore various strategies to help young children develop number sense, including subitizing, finger patterns, spatial patterns, pair-wise patterns, five-wise patterns, partitions of five and ten, and adding and subtracting to 10. These activities involve using visual aids, dice patterns, finger cou
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Epochwise Back Propagation Through Time for Recurrent Networks
In the context of training recurrent networks, Epochwise Back Propagation Through Time involves dividing the data set into independent epochs, each representing a specific temporal pattern of interest. The start time of each epoch, denoted by 'no', is crucial for capturing the sequential dependencie
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Understanding Design Patterns in Software Development
Learn about design patterns in software development, including creational patterns like Singleton, Factory, and Builder. Discover how design patterns provide solutions to common programming problems, increase code flexibility, and improve program design. Gain insights into the concepts of Singleton
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Understanding Design Patterns: A Comprehensive Overview
Exploring the world of design patterns, this content delves into the essence of design patterns, their application in software design to resolve complexity, and the different types of design patterns - creational, structural, and behavioral. It also showcases examples of popular design patterns such
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Introduction to Design Patterns: Understanding GOF Patterns
Explore the world of design patterns with a focus on Gang of Four (GOF) patterns. Understand the essence of design patterns, learn about GOF patterns, and discover how to select, apply, and use these patterns effectively. Dive into the fundamentals of design patterns, including creational and struct
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Understanding Temporal Variability of Ecosystem Processes across Land and Ocean
This content delves into the broad-scale and cross-scale ecosystem processes on land and in the ocean, exploring their temporal variations influenced by underlying structures, biodiversity, and climate. It emphasizes the importance of considering structure, function, and climate response simultaneou
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Examining Reparations for Historic Enslavement: Inter-temporal Challenges
The Law & Race Speaker Series on applying past laws to ongoing wrongs explores the complexities of seeking reparations for historic enslavement. The discussion delves into the inter-temporal considerations, touching on reparation claims by CARICOM, the impact of transatlantic chattel slavery on glob
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Understanding the Stages of Early Arithmetical Learning
Children progress through various stages in early arithmetical learning as they develop strategies to solve number problems. The Stages of Early Arithmetical Learning (SEAL) classifies these strategies into different stages, such as Emergent, Perceptual, Figurative, Counting-On, and Facile. By movin
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Overview of Temporal Data Models and Time Dimensions in Databases
Explore the concepts of temporal data models and time dimensions in databases, covering topics such as data structures, query languages, different timestamp types, valid time, and transaction time. Learn about the importance of supporting various time aspects in database systems and the complexities
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Understanding the Effectiveness of Instructional Games and Simulations
This research delves into the use of Analysis of Patterns in Time (APT) to measure interactions in instructional games, comparing it with Linear Models Approach (LMA). Findings show that students are more engaged during interactive instruction. The significance lies in APT measuring relations while
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Handling Label Noise in Semi-Supervised Temporal Action Localization
The Abstract Semi-Supervised Temporal Action Localization (SS-TAL) framework aims to enhance the generalization capability of action detectors using large-scale unlabeled videos. Despite recent progress, a significant challenge persists due to noisy pseudo-labels hindering efficient learning from ab
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Understanding Spacetime Volume and Temporal Information
Explore the definitions, relationships, and properties of spacetime volume, temporal information, and their components like time spans and entities. Learn about how events are witnessed and defined within specific spatiotemporal contexts.
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Flexible Spatio-temporal Indexing Scheme for Large Scale GPS Tracks Retrieval
This research paper discusses a novel spatio-temporal indexing scheme optimized for managing large-scale GPS data. The study introduces a stochastic process model to simulate user behavior in uploading GPS tracks, leading to a more efficient indexing scheme with smaller size, minimal update efforts,
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Enhancing Long-Term Energy Models for Variable Renewables
Explore approaches to enhance long-term energy models for integrating variable renewables in long-term planning. Key aspects include improving generation networks, ensuring sufficient capacity and reliability, flexibility, robustness to contingencies, and security considerations. Temporal matching o
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