Spatio temporal dynamics - PowerPoint PPT Presentation


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

1 views • 23 slides


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

0 views • 24 slides



Exploring Power Dynamics in Mentoring and Coaching Relationships

This session delves into strategies for fostering effective mentoring and coaching relationships, emphasizing the importance of considering power dynamics, goal-setting, and fostering independence in proteges. Mentoring relationships are seen as socially constructed power dynamics that can advantage

5 views • 21 slides


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

6 views • 41 slides


Microsoft Dynamics 365 Online Training - Ax Technical D365

Dynamics 365 Online Training - Visual Path offers the Best D365 Ax Technical Online Training conducted by real-time experts.Our Dynamics 365 Online Training is available in Hyderabad and is provided to individuals globally in the USA, UK, Canada, Dubai, and Australia. Contact us at 91-9989971070.\n

5 views • 10 slides


Ax Technical D365 - Microsoft Dynamics 365 Online Training

Dynamics 365 Online Training - Visual Path offers the Best D365 Ax Technical Online Training conducted by real-time experts.Our Dynamics 365 Online Training is available in Hyderabad and is provided to individuals globally in the USA, UK, Canada, Dubai, and Australia. Contact us at 91-9989971070.\n

4 views • 3 slides


Dynamics 365 Online Training - Microsoft Dynamics AX Training

Dynamics 365 Online Training - Visual Path offers the Best D365 Ax Technical Online Training conducted by real-time experts.Our Dynamics 365 Online Training is available in Hyderabad and is provided to individuals globally in the USA, UK, Canada, Dubai, and Australia. Contact us at 91-9989971070.\n

4 views • 3 slides


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

3 views • 19 slides


Dynamics 365 Online Training - Microsoft Dynamics AX Training

Microsoft Dynamics AX Training - Visualpath offers the best Dynamics 365 Online Training delivered by experienced industry experts. Our training courses are delivered globally, with daily recordings and presentations available for later review. To book a free demo session, please call us at 91-9989

3 views • 4 slides


Exploring Quantum Black Holes: Dual Dynamics and Brane Evaporation

Exploring the dual dynamics of quantum black holes reveals new perspectives on black hole evaporation. By placing black holes on branes, we can study their classical picture in higher dimensions. This approach provides insights that were previously unattainable, leading to a better understanding of

1 views • 28 slides


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

2 views • 5 slides


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

0 views • 12 slides


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

3 views • 5 slides


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

3 views • 9 slides


Microsoft Dynamics AX Training | Dynamics 365 Online Training

Dynamics 365 Online Training - Visual Path offers D365 Ax Technical Online Training conducted by real-time experts. Our Dynamics 365 Online Training is available in Hyderabad and is provided globally. For more info Contact us at 91-9989971070.\nVisi

5 views • 9 slides


Evolutionary Dynamics in Signaling Games and Strategies

Explore the intricate dynamics of signaling games and evolutionary strategies like Lewis signaling games, Hamilton Maynard Smith theories, and replicator dynamics. Witness the evolution of signaling strategies through simulations and understand the role of replicator dynamics in population interacti

1 views • 50 slides


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

0 views • 8 slides


Selectivity Estimation on Streaming Spatio-Textual Data Using Local Correlations

This research focuses on efficient selectivity estimation on streaming spatio-textual data by incorporating local correlations. It addresses the challenge of estimating the number of objects in a query region with specific keywords in real-time. The study proposes novel approaches like ASP-tree and

0 views • 29 slides


Energy-Efficient GPU Design with Spatio-Temporal Shared-Thread Speculative Adders

Explore the significance of GPUs in modern systems, with emphasis on their widespread adoption and performance improvements over the years. The focus is on the need for low-power adders in GPUs due to high arithmetic intensity in GPU workloads.

0 views • 46 slides


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

0 views • 29 slides


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

0 views • 33 slides


Understanding Spatio-Temporal Dynamics of Hydrological Processes at IIT Roorkee

This study conducted at the Indian Institute of Technology Roorkee focuses on modeling and understanding hydrological processes, particularly in estimating antecedent moisture in the Runoff Curve Number methodology. The research delves into the historical background of the Soil Conservation Service

0 views • 13 slides


Dynamics 365 Licensing Summary and Transition Offers

Microsoft Dynamics 365 offers Enterprise and Business editions, unifying CRM, ERP, and financial applications. New customers can benefit from special transition offers when moving from Oracle, SAP, or Salesforce. Existing CRM Online and On-Premises customers have options to transition to Dynamics 36

0 views • 24 slides


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

0 views • 28 slides


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

1 views • 9 slides


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

0 views • 27 slides


Understanding Bubble Size Distribution Using Magnetic Particle Tracking

Explore the methodology of determining bubble size distribution in fluid beds through Magnetic Particle Tracking (MPT). Learn about MPT key features, information obtained from 3D trajectory data, and the application of MPT for characterizing fluidized solids behavior. The usage of magnetic tracers a

0 views • 24 slides


Understanding Group Dynamics in Social Psychology

Group dynamics, as pioneered by Kurt Lewin, explores the intricate processes and influences within groups. It delves into group purpose, communication patterns, power dynamics, and member roles. The concept emphasizes how social forces impact group interactions and outcomes. From physical and non-ph

0 views • 51 slides


Unified Detection Framework for Deviant Behavior Recognition in Autonomous Agents

This study focuses on detecting deviant behavior in autonomous agents using spatio-temporal traces and behavior patterns. It explores the challenges of recognizing activities and representing complex behaviors, emphasizing the need for multi-view detectors and accumulators for comprehensive behavior

0 views • 28 slides


Innovations in Intelligent Transportation Systems and Applications

In this informative content, various aspects of Intelligent Transportation Systems (ITS) are discussed, including safety applications to make drivers aware of unseen hazards, efficiency/convenience/mobility applications for on-route traffic and weather conditions, environmental/energy applications s

0 views • 75 slides


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

0 views • 52 slides


Understanding Conservation Principles in Fluid Dynamics and Classical Mechanics

Conservation principles play a significant role in fluid dynamics and classical mechanics. In fluid dynamics, conservation of mass, momentum, and energy are crucial for understanding fluid behavior. Classical mechanics, on the other hand, relies on Newton's laws to describe motion and energy conserv

0 views • 46 slides


Understanding Dynamics, Simulation, and Control in Klamp't

This document delves into the dynamics, simulation, and control aspects in Klamp't, covering key concepts, toolkit components, robot modeling, planning, 3D mathematics, and more. It explains how to perform forward/inverse dynamics, simulate rigid body physics, and emulate sensors. The content also d

0 views • 29 slides


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

0 views • 30 slides


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.

0 views • 9 slides


Understanding Dependent and Relative Motion in Dynamics

Dependent Motion and Relative Motion are fundamental concepts in Dynamics, providing the foundation for future analysis. Dependent Motion involves constraints like ropes or cables, while Relative Motion considers observers in motion. Dynamics involves applying a limited set of equations in diverse w

0 views • 18 slides


MicroSoft Dynamics Ax Course | MicroSoft Dynamics Ax Training

\nVisualpath offers the best Microsoft Dynamics AX Technical Training worldwide. This Microsoft AX Training covers key technical aspects, providing hands-on experience with tools, development environments, and business logic essential for Dynamics AX

1 views • 11 slides


Advanced Techniques for User Identification in Transportation Using GPS and Accelerometer Data

This research focuses on transportation mode recognition and user identification by analyzing GPS and accelerometer data. The study involves data collection from varying conditions with over 500 trips and 150 hours of data, processed using spatio-temporal techniques. Features such as mean, deviation

0 views • 33 slides


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,

0 views • 24 slides


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

0 views • 22 slides