Since its introduction in the 1960s, Dempster-Shafer theory became one of the leading strands of research in artificial intelligence with a wide range of applications in business, finance, engineering and medical diag...
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ISBN:
(纸本)9783030590031;9783030590024
Since its introduction in the 1960s, Dempster-Shafer theory became one of the leading strands of research in artificial intelligence with a wide range of applications in business, finance, engineering and medical diagnosis. In this paper, we aim to grasp the essence of Dempster-Shafer theory by distinguishing between ambiguous-and-questionable and ambiguous-but-correct perceptions. Throughout the paper, we reflect our analysis in terms of signals and sensors as a natural field of application. We model ambiguous-and-questionable perceptions as a probability space with a quantity random variable and an additional perception random variable (Dempster model). We introduce a correctness property for perceptions. We use this property as an axiom for ambiguous-but-correct perceptions. In our axiomatization, Dempster's lower and upper probabilities do not have to be postulated: they are consequences of the perception correctness property. Even more, we outline how Dempster's lower and upper probabilities can be understood as best possible estimates of quantity probabilities. Finally, we define a natural knowledge fusion operator for perceptions and compare it with Dempster's rule of combination.
The proceedings contain 180 papers. The topics discussed include: monitoring the battery health in electric vehicles through IOT;a CNN-based approach for early detection of breast cancer using infrared imaging;the dev...
ISBN:
(纸本)9798331539948
The proceedings contain 180 papers. The topics discussed include: monitoring the battery health in electric vehicles through IOT;a CNN-based approach for early detection of breast cancer using infrared imaging;the development and impact of an intelligent scheduling system for educational institutions;vitamin deficiency detection using image processing through dermatological symptoms;enhancing large language models with google knowledge integration for rapid response in healthcare challenges;a novel lightweight encryption scheme based on transformation matrix and ChaCha20 algorithm for secure snap transmission;AI-driven energy management system for industrial and commercial facilities to enhance energy optimization;and mitigating denial of service attacks through machine learning-based intrusion detection.
The proceedings contain 58 papers. The special focus in this conference is on database and Expert systemsapplications. The topics include: On integrating and classifying legal text documents;an explainable artificial...
ISBN:
(纸本)9783030590024
The proceedings contain 58 papers. The special focus in this conference is on database and Expert systemsapplications. The topics include: On integrating and classifying legal text documents;an explainable artificial intelligence methodology for hard disk fault prediction;an improved software defect prediction algorithm using self-organizing maps combined with hierarchical clustering and data preprocessing;a city adaptive clustering framework for discovering pois with different granularities;deep discriminative learning for autism spectrum disorder classification;dscan: Distributed structural graph clustering for billion-edge graphs;from risks to opportunities: Real estate equity crowdfunding;accelerating all 5-vertex subgraphs counting using gpus;phoeniq: Failure-tolerant query processing in multi-node environments;a dsl for automated data quality monitoring;fast one-to-many reliability estimation for uncertain graphs;quality matters: Understanding the impact of incomplete data on visualization recommendation;modeldrivenguide: An approach for implementing nosql schemas;preface;From sensors to dempster-shafer theory and back: The axiom of ambiguous sensor correctness and its applications: Keynote at DEXA’2020 – the 31st internationalconference on database and expert systemsapplications;automatic schema generation for document-oriented systems;schedule for detour-type demand bus with regular usage data;algebra for complex analysis of data;fd-vae: A feature driven vae architecture for flexible synthetic data generation;bi-level associative classifier using automatic learning on rules;randomlink – avoiding linkage-effects by employing random effects for clustering;fast and accurate community search algorithm for attributed graphs;a differential evolution-based approach for community detection in multilayer networks with attributes;modeling and enforcing integrity constraints on graph databases;bounded pattern matching using views.
The proceedings contain 58 papers. The special focus in this conference is on database and Expert systemsapplications. The topics include: On integrating and classifying legal text documents;an explainable artificial...
ISBN:
(纸本)9783030590505
The proceedings contain 58 papers. The special focus in this conference is on database and Expert systemsapplications. The topics include: On integrating and classifying legal text documents;an explainable artificial intelligence methodology for hard disk fault prediction;an improved software defect prediction algorithm using self-organizing maps combined with hierarchical clustering and data preprocessing;a city adaptive clustering framework for discovering pois with different granularities;deep discriminative learning for autism spectrum disorder classification;dscan: Distributed structural graph clustering for billion-edge graphs;from risks to opportunities: Real estate equity crowdfunding;accelerating all 5-vertex subgraphs counting using gpus;phoeniq: Failure-tolerant query processing in multi-node environments;a dsl for automated data quality monitoring;fast one-to-many reliability estimation for uncertain graphs;quality matters: Understanding the impact of incomplete data on visualization recommendation;modeldrivenguide: An approach for implementing nosql schemas;preface;From sensors to dempster-shafer theory and back: The axiom of ambiguous sensor correctness and its applications: Keynote at DEXA’2020 – the 31st internationalconference on database and expert systemsapplications;automatic schema generation for document-oriented systems;schedule for detour-type demand bus with regular usage data;algebra for complex analysis of data;fd-vae: A feature driven vae architecture for flexible synthetic data generation;bi-level associative classifier using automatic learning on rules;randomlink – avoiding linkage-effects by employing random effects for clustering;fast and accurate community search algorithm for attributed graphs;a differential evolution-based approach for community detection in multilayer networks with attributes;modeling and enforcing integrity constraints on graph databases;bounded pattern matching using views.
The proceedings contain 10 papers. The special focus in this conference is on Biological Knowledge Discovery from Data. The topics include: TopicsRanksDC: Distance-Based Topic Ranking Applied on Two-Class Data;YASSi: ...
ISBN:
(纸本)9783030590277
The proceedings contain 10 papers. The special focus in this conference is on Biological Knowledge Discovery from Data. The topics include: TopicsRanksDC: Distance-Based Topic Ranking Applied on Two-Class Data;YASSi: Yet Another Symbolic Simulator Large (Tool Demo);variational Optimization of Informational Privacy;An Architecture for Automated Security Test Case Generation for MQTT systems;mode Switching from a Security Perspective: First Findings of a Systematic Literature Review;Exploiting MQTT-SN for Distributed Reflection Denial-of-Service Attacks;exploring the Influence of Data Aggregation in Parking Prediction;Building Knowledge Graph in Spark Without SPARQL.
The proceedings contain 220 papers. The topics discussed include: MRI denoising neural network architecture convolution;policy-based role and access modeling;image-to-video person re-identification using semantic info...
ISBN:
(纸本)9798350358056
The proceedings contain 220 papers. The topics discussed include: MRI denoising neural network architecture convolution;policy-based role and access modeling;image-to-video person re-identification using semantic information;use of digital auralized 3D models of cultural heritage sites for long-term preservation;the use of BBC micro:bit in automatic irrigation system through cross-curricular teaching of biology and informatics;digital health systems: ontology-based universal dialog service for hybrid e-rehabilitation activities support;count predictive model with mixed categorical and count explanatory variables;a comparative analysis of deep learning-based object detectors for embedded systems;and project management for cooperative development of welding safety training system using virtual reality.
The proceedings contain 29 papers. The topics discussed include: a review on blockchain applications in fintech ecosystem;implementation of backward key chain and hill cipher for securing messages in the wireless sens...
ISBN:
(纸本)9798350334449
The proceedings contain 29 papers. The topics discussed include: a review on blockchain applications in fintech ecosystem;implementation of backward key chain and hill cipher for securing messages in the wireless sensor networks;security system for digital land certificate based on blockchain and QR code validation in Indonesia;legal challenges facing blockchain-based peer-to-peer energy trading;applications of data analytics and machine learning for digital twin-based precision biodiversity: a review;collaborative filtering recommender system based on memory based in twitter using decision tree learning classification (case study: movie on Netflix);book recommender system using convolutional neural network;autoencoder image denoising to increase optical character recognition performance in text conversion;and data-driven shoreline change forecasting on Eretan beach using random forest.
Aiming to realize a simulation technique that can precisely predict the strength of the electromagnetic leakage field generated outdoors by Beam Type Wireless Power Transmission equipment located in a building. Theref...
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ISBN:
(纸本)9798350375596;9798350375589
Aiming to realize a simulation technique that can precisely predict the strength of the electromagnetic leakage field generated outdoors by Beam Type Wireless Power Transmission equipment located in a building. Therefore, A database of radio wave characteristics of building components was constructed. Then, the results of the simulation based on the database showed good agreement with the measurement results. It was confirmed that the good quality of the constructed database.
Preface: The 1st internationalconference on advanced Computing, systems and applications (InCASA 2023), AIP conference Proceedings, Volume 3135, Issue 1,
Preface: The 1st internationalconference on advanced Computing, systems and applications (InCASA 2023), AIP conference Proceedings, Volume 3135, Issue 1,
Time-series data is being increasingly generated in real-world applications. To process the massive data with high performance, we have introduced CnosDB, a distributed database tailored for time series to achieve hig...
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ISBN:
(纸本)9789819755745;9789819755752
Time-series data is being increasingly generated in real-world applications. To process the massive data with high performance, we have introduced CnosDB, a distributed database tailored for time series to achieve high writing speed and storage efficiency. To allow the users to seamlessly integrate the superior time series database into their applications, in this paper, we propose Cnos-connector, a generic, easy-to-use, and flexible tool that enables the users to simply interact with CnosDB using the wrapped Python functions. Cnos-connector adapts for Python database API Specification v2.0 (PEP 249), a popular interface framework that has been used by many Python libraries (e.g. Pandas), so that they can be used in conjuction with each other to improve the usability. We plan to demonstrate how the users integrate CnosDB into their applications in various scenarios using Cnos-connector.
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