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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Overview of Healthcare and Life Science Market in Saudi Arabia
Saudi Arabia's healthcare and life sciences sectors are a priority, with significant investments and opportunities for firms in medical equipment, pharmaceuticals, and more. The Department for International Trade aims to support UK entities in seizing trade opportunities and fostering a culture of e
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NOT-FOR- PROFIT MAKING CONCERN
Not-for-profit organizations, such as educational institutions, public hospitals, and charitable trusts, operate with the main objective of providing services rather than making profits. These organizations rely on various sources of funding like contributions, donations, and grants. Accounting for
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Comparison of Business Entities and Collaboration Forms
Various forms of business entities such as sole proprietorship, partnership, limited liability company, state-owned enterprises, cooperatives, etc., each come with their own advantages and disadvantages. Additionally, collaboration forms like joint ventures, mergers, acquisitions, etc., allow busine
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Safeguarding Canada's Research: Policy on Sensitive Technology Research and Affiliations of Concern (STRAC)
Canada's new Policy on Sensitive Technology Research and Affiliations of Concern (STRAC) aims to protect the country's research ecosystem from foreign entities posing security risks. The policy restricts funding for projects involving sensitive technology research if affiliated with military or stat
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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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Understanding Phenomenology in Social Sciences
Phenomenology in social sciences focuses on studying the world as perceived by individuals, emphasizing the active and passive aspects of consciousness. This approach explores how consciousness shapes our perception of the world and highlights the intentional acts and embodied experiences that give
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Sanctions Licensing Processes at OFAC Overview
The Office of Foreign Assets Control (OFAC) administers U.S. economic sanctions against targeted foreign entities. This overview covers OFAC's jurisdiction, licensing authorities, application processes, and tips for interacting with OFAC. Compliance with U.S. primary sanctions is crucial, especially
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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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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 Entity-Relationship Diagrams (ERD) for Database Design
Entity-Relationship Diagrams (ERD) are vital in database design, illustrating entities and their relationships. They help in conceptualizing data models and laying the groundwork for database structures. The process involves identifying entities, defining relationships, and analyzing interactions to
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Understanding Modeling Entities and Attributes in Database Systems
Entities, relationships, and attributes are fundamental constructs in the Entity-Relationship (E-R) model. Entities represent people, places, objects, events, or concepts in a user environment. Each entity type has a set of attributes defining its properties. It is crucial to distinguish between ent
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Understanding the Texas Tort Claims Act for State Agencies
The Texas Tort Claims Act (TTCA) outlines the scope of tort liability for State entities and employees during their state employment. State entities are represented by the Office of the Attorney General, and specific provisions apply to state entities separate from municipalities. This overview cove
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Understanding Entity-Relationship Diagrams (ERD)
An Entity-Relationship Diagram (ERD) is a vital data modeling technique for visualizing an information system's entities and their relationships. This graphical representation helps in database design by defining entities, analyzing interactions, and determining cardinality. Entities represent real-
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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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Analysis of Onion Routing Security and Adversary-based Metrics
In this comprehensive analysis, the security aspects of Onion Routing are scrutinized along with adversary-based metrics. Various security vulnerabilities such as compromised relays and potential attacks on the first and last routers are examined. Existing metrics like entropy coefficients and proba
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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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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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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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Ministers' Influence on Crown Entities through Strategic Processes
Ministers influence Crown entities by appointing effective boards, engaging in dialogue, participating in strategic planning, and ensuring continuous improvement. They make appointments, hold meetings, receive regular performance reports, and guide entities in setting strategic directions. Through f
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Evolution of Product Entities: Modeling Approach Overview
Predicting the predecessor version of a product entity is crucial for understanding the evolution of products. Challenges such as lack of common naming conventions and unstructured product mentions are addressed through a two-stage approach involving parsing product names and clustering products bas
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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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Globalization and the Influence of Nonstate Entities
Globalization is shaped by the power of Multinational Corporations (MNCs), Non-governmental Organizations (NGOs), Inter-governmental Organizations (IGOs), and technological advancements. These entities wield influence on politics, economics, and social dynamics globally. The authority and legitimacy
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Accounting Standards for Non-Corporate Entities Overview
Introduction to accounting standards for non-corporate entities such as partnerships, LLPs, trusts, and nonprofits. Explanation of the applicability of accounting standards based on business size and the classification of Level I, II, III, and IV entities by ICAI. Details of the ICAI announcement da
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Classifying Entities into an Incomplete Ontology: Exploratory EM Approach
The research discusses methods for hierarchical classification of entities into incomplete ontologies. It explores the challenges of evolving web-scale datasets and the need for classifying entities in an incomplete ontology structure. The Hierarchical Exploratory EM model is detailed, providing ins
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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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Diverse Social Entities Mining from Linked Data in Social Networks
This research focuses on mining diverse social entities from linked data in social networks using a DF-tree structure and DF-growth mining algorithm. The study explores the extraction of important linked data in social networks and the mining of various social entities such as friends. Prominence va
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IEEE 802.11-19/0773r0 Multi-link Operation Framework Summary
The document discusses the multi-link operation framework for IEEE 802.11-19/0773r0, focusing on load balancing and aggregation use cases. It introduces terminology related to multi-link logical entities and provides examples of multi-link AP and non-AP logical entities. The framework considers stee
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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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Comparison of Observable Entities in CRM and CRMSci
In this content, different aspects of observable entities in CRM and CRMSci are discussed, including measurements, assignments, simplifications, and adjustments. The evolution and implications of observable entities within these frameworks are explored through various dimensions and properties, shed
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Requirements for Managing Entities in Health Systems
Grant agreements and payments of federal and state financial assistance require compliance with specific statutory authorities. Managing entities must follow guidelines for reporting and reconciling funds, with a focus on transparency and accountability. Providers are required to complete specific s
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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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Understanding Entities and Relationships in Database Design
Explore the concepts of entities, entity sets, attributes, key attributes, single-valued and multi-valued attributes, derived attributes, as well as relationships and relationship sets in the context of database design. Gain insights into distinguishing between regular entities, weak entities, and e
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FASAB Update: The Federal Reporting Entity Proposal
Discussions on the Federal Accounting Standards Advisory Board (FASAB) update regarding the reporting model, including proposals for the General Purpose Federal Financial Reports (GPFFR) and the distinction between consolidation entities and disclosure entities. The presentation covers principles of
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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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