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

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

0 views • 24 slides

Explore the fascinating realm of brain development and decision-making skills, focusing on how different brain regions activate during decision-making, the evolution of decision-making abilities from adolescence to adulthood, the importance of practicing decision-making skills, and the influence of

6 views • 10 slides

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

6 views • 41 slides

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

3 views • 19 slides

Values play a crucial role in environmental decision-making. Scientific research is essential in addressing environmental issues, but understanding values is necessary before research can begin. This article discusses how values impact environmental decision-making and introduces an environmental de

0 views • 22 slides

Explore the importance of good decision-making, types of decision makers, problems faced in decision making, readiness factors for career decisions, decision-making processes, and the CASVE cycle. Understand the significance of effective decision-making skills and how they impact our lives.

0 views • 26 slides

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

2 views • 5 slides

Decision analysis plays a crucial role in work-related decision-making processes, helping in identifying decision makers, exploring potential actions, evaluating outcomes, and considering various values involved in the decision. This module delves into the steps involved in decision analysis, provid

0 views • 76 slides

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

0 views • 12 slides

Explore the rational model of decision-making, ways individuals and groups make compromises, guidelines for effective decision-making and creative thinking, utilizing probability theory and decision trees, advantages of group decision-making, and strategies to overcome creativity barriers. Understan

0 views • 30 slides

Explore the essence of decision making and problem-solving through a comprehensive session outline. Understand the importance, conditions, styles, processes, and ethical considerations in decision making. Learn how identifying problems, finding solutions, and implementing them are crucial steps in t

0 views • 42 slides

Decision-making is the process of selecting the best course of action from multiple alternatives to achieve desired outcomes. It involves identifying decisions, gathering relevant information, and following a step-by-step process to make informed choices. Principles and steps like identifying the de

0 views • 31 slides

Workshop on problem-solving and decision-making skills by Dr. Tarak Bahadur KC focuses on defining problems, recognizing reactions, explaining approaches, and identifying practices to improve decision-making ability. The content covers classification of decisions, decision-making processes, practice

0 views • 35 slides

Decision theory plays a crucial role in business decision-making under conditions of uncertainty. This chapter explores the key characteristics of decision theory, including alternatives, states of nature, payoffs, degree of certainty, and decision criteria. It also introduces the concept of payoff

0 views • 41 slides

Decision trees are an essential concept in machine learning, enabling efficient data classification. The provided content discusses decision trees in the context of the AIMA and WEKA libraries, showcasing how to build and train decision tree models using Python. Through a dataset from the UCI Machin

3 views • 19 slides

This presentation by Richard Zeckhauser of Harvard University delves into the importance of rational analysis and subjective probability in group decision-making processes. It emphasizes the need to focus on collective wisdom while avoiding biases that can affect group decisions. Key concepts covere

2 views • 22 slides

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

3 views • 5 slides

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

3 views • 9 slides

This webinar covers various aspects of cost analysis and revenue calculation essential for decision-making, such as contribution margin, break-even analysis, target profit, contribution to sales ratio, margin of safety, and using break-even analysis in decision-making. Through examples like calculat

1 views • 39 slides

Explore the concept of Supported Decision Making as an alternative to guardianship, addressing the needs of individuals who may require assistance in decision-making. Understand the importance of listening to the incapacitated person, identifying their preferences, choices, and best interests. Learn

4 views • 42 slides

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

0 views • 8 slides

The concept of natural justice sets forth the minimum standards of fair decision-making, applicable to anyone making decisions impacting individual rights. It emphasizes unbiased decision-making, fair procedure, and giving parties a chance to present their case. The duty to act fairly requires decis

0 views • 23 slides

The content discusses the decision-making process using the Six Thinking Hats method to determine whether assisted suicide should be legalized in China. Various tools and sessions are highlighted, guiding participants through considering different viewpoints, analyzing arguments, and making an infor

0 views • 12 slides

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

0 views • 29 slides

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

0 views • 33 slides

The Assisted Decision-Making (Capacity) Act 2015 introduces key reforms such as the abolition of wards of court system for adults, a statutory functional test of capacity, new guiding principles, a three-tier framework for support, and tools for advance planning. It emphasizes functional assessment

0 views • 17 slides

Decision-making in organizations is crucial, and group decision-making can lead to conflicts due to differing views. Group Decision Support Systems (GDSS) are essential for facilitating decision-making processes. The Toulouse E-Democracy Summer School discusses the implementation of voting tools in

0 views • 21 slides

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

0 views • 28 slides

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

1 views • 9 slides

Decision analysis involves problem formulation, decision making with and without probabilities, risk analysis, and sensitivity analysis. It includes defining decision alternatives, states of nature, and payoffs, creating payoff tables, decision trees, and using different decision-making criteria. Wi

0 views • 27 slides

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

0 views • 27 slides

In this scenario, Colaco faces the decision of whether to conduct a market study for their product, Chocola. The decision involves potential national success or failure outcomes, along with the consequences of a local success or failure from the market study. By utilizing decision trees, this comple

10 views • 7 slides

Explore the role of information systems in enhancing decision-making processes within organizations. Topics include business intelligence, types of decisions, decision-making processes, and managerial roles. Learn about structured, unstructured, and semi-structured decisions, different models of man

0 views • 21 slides

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

0 views • 52 slides

In decision-making for collective actions, individuals behind a veil of ignorance need constitutional rules to govern future decisions. The choice of rules, the expected external costs, and decision-making costs play a crucial role in determining the optimal decision-making rule. By minimizing total

0 views • 16 slides

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

0 views • 30 slides

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.

0 views • 9 slides

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,

0 views • 24 slides

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

0 views • 22 slides