In this paper, we address the common features of horizontal federated learning in data mining and propose a federated mining framework, which adopts a client-server model that cooperates with multiple data-source clie...
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Bitcoin is under the threat of fork since it operates with a distributed ledger. Predicting the fork probability in advance is beneficial for taking early action to avoid malicious attacks. In this study, we compose a...
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Recently, transaction fraud costs billions of dollars to card issuers. With the increase in fraud rates, it is important to establish a comprehensive monitoring mechanism for detecting abnormal accounts that conform t...
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In this paper, we consider reinforcement learning (RL) techniques to systematically analyze and enhance the levels of disagreement and polarization within social media ecosystems. The proposed methodology employs a Do...
Modeling from the perspectives of software engineering and systemsengineering have co-evolved over the last two decades as orthogonal approaches. Given the central role of software in modern cyber-physical systems an...
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ISBN:
(纸本)9798350358810;9798350358803
Modeling from the perspectives of software engineering and systemsengineering have co-evolved over the last two decades as orthogonal approaches. Given the central role of software in modern cyber-physical systems and the increasing adoption of digital engineering practices in complex systems design, there is now significant opportunity for collaborative design among system users, software developers, and systems engineers. Model-based systemsengineering (MBSE) and systems modeling languages can support seamless cross-domain connectivity for design, simulation, and analysis of emerging technologies such as Augmented Reality (AR). This paper presents a co-design process for extending the capability of an existing AR application referred to as a No-Code AR systems (NCARS) framework. NCARS enables content developed by multi-domain authors to be deployed on AR devices through a software layer that bridges the content to the game engine that drives the AR system. Utilizing a software dependency diagram of the AR Annotation function, an existing MBSE model of the AR system is extended to include the structure and behavior of relevant software components. This allows a modular design of the system to address needs in integrating new requirements into the existing application. New user requirements for tracking items in motion in the user's physical environment with virtual annotations in the augmented space are collaboratively designed and visualized through use case, block definition, internal block, and sequence diagrams. They capture the required structure and behavior of the proposed to-be system.
Multimodal Large Language Models (MLLMs) demonstrate remarkable capabilities that increasingly influence various aspects of our daily lives, constantly defining the new boundary of Artificial General Intelligence (AGI...
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This paper proposes a three-layer unmanned combat aerial vehicle (UCAV) dogfight frame where Deep reinforcement learning (DRL) is responsible for high-level maneuver decision. A four-channel low-level control law is f...
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The proceedings contain 40 papers. The topics discussed include: application of genetics algorithms in cryptography;adventures in deep learning-assisted multimodality medical imaging wonderland;topological analysis of...
ISBN:
(纸本)9798350367591
The proceedings contain 40 papers. The topics discussed include: application of genetics algorithms in cryptography;adventures in deep learning-assisted multimodality medical imaging wonderland;topological analysis of deep network training;enhancing industry 4.0 maturity: integrating lean practices as a key feature in artificial intelligence-driven decision support model for companies;fuzzy linguistic signatures and their applications;artificial intelligence tools for public relations practitioners: an overview;comparative analysis of machine learning algorithms in traffic mainstream control on freeway networks;fortifying decentralized governance: introducing decentralized autonomous verification (DAVe) for decentralized autonomous organization (DAOs) security;and nature inspired optimization algorithms in fractional order controller design.
Blockchain-Native decentralized information systems (BN-DIS) have specific architecture requirements that require a domain-specific approach to requirements modeling. This paper presents a Model-driven Blockchain-Nati...
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ISBN:
(纸本)9798350395525;9798350395518
Blockchain-Native decentralized information systems (BN-DIS) have specific architecture requirements that require a domain-specific approach to requirements modeling. This paper presents a Model-driven Blockchain-Native Requirements engineering (MBRE) framework, which consists of 16 modeling and extension processes to capture the requirements of the BN-DIS infrastructure. The MBRE protocols support systematic modeling of diversified aspects of BN-DIS, including system coordination, group communication, state management, concurrency control, replica consistency, availability, network partition tolerance, scalability, bandwidth utilization, latency, transaction finality, node management, filtering, flow control, trust, and security. The proposed framework is illustrated through a case study of a Decentralized Access Control system designed and developed on the Hyperledger Fabric platform.
Deformation detection is vital for enabling accurate assessment and prediction of structural changes in materials, ensuring timely and effective interventions to maintain safety and integrity. Automating deformation d...
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