the proceedings contain 17 papers. the special focus in this conference is on computerapplications in industry and engineering. the topics include: An Interactive Question Answer Based System on Alzheimer’s Disease ...
ISBN:
(纸本)9783031762727
the proceedings contain 17 papers. the special focus in this conference is on computerapplications in industry and engineering. the topics include: An Interactive Question Answer Based System on Alzheimer’s Disease Using Retrieval Augmented Generation;assessing the Impact of Prompt Strategies on Text Summarization with Large Language Models;Evaluation of the Effectiveness of Prompts and Generative AI Responses;Securing RC Based P2P Networks: A Blockchain-Based Access Control Framework Utilizing Ethereum Smart Contracts for IoT and Web 3.0;Integrating Blockchain-Based Security and Privacy with QML in Edge Computing for 6G Networks;an Analysis of Malicious Behaviors of Open-Source Packages Using Dynamic Analysis;accessible Cybersecurity Education Using Prompt Tree;bayesian Parameter Inference in Stochastic Biochemical Models Using Moment Approximations;introducing Multidimensional Parallel Decoder to Reduce Cost of Implementation and Latency;introducing Novel Parallel Computing Using Orbital Data;image Segmentation Network Based on Convolutional Layers, a Clustering Layer and Cluster Classification;Measuring API Usability and the Environment: A YouTube API Case Study;Enabling Seamless Healthcare Services with RC-Based Geographical Peer-to-Peer Fog Architecture in the Healthcare 4.0;applying Skyline Operator and Taxicab Geometry to Identify Optimal Locations for Establishing Business Properties;a New Pseudorandom Binary Generator Based on Nonlinear Feedback Registers with Boolean Function Combined Using Multiplexers.
We propose a novel parallel computing that allows processors to access data in predictable time without the need to access it from different locations in memory using addresses. It uses orbital data that is mapped to ...
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ISBN:
(纸本)9783031762727;9783031762734
We propose a novel parallel computing that allows processors to access data in predictable time without the need to access it from different locations in memory using addresses. It uses orbital data that is mapped to time and is made available to multiple processors at the same time in multiple different orbits and at a specific predictable time in each orbit. this allows processors in different orbits to share the same data, eliminating the problem of sharing data at the same time among multiple processors. It provides processors withthe ability to hide the waiting time when accessing shared data by overlapping it with useful work on another data while allowing other processors to work on the shared data in another orbit. the performance of this novel method shows significant improvements in scalability compared to that of conventional parallel computing.
Our paper proposes a comprehensive framework to evaluate the effectiveness of prompts and the corresponding responses generated by Generative Artificial Intelligence (GenAI) systems. To do so, our evaluation framework...
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ISBN:
(纸本)9783031762727;9783031762734
Our paper proposes a comprehensive framework to evaluate the effectiveness of prompts and the corresponding responses generated by Generative Artificial Intelligence (GenAI) systems. To do so, our evaluation framework incorporates both objective metrics (accuracy, speed, relevancy, and format) and subjective metrics (coherence, tone, clarity, verbosity, and user satisfaction). A sample evaluation is performed on prompts send to Gemini and ChatGPT GenAI models. Additionally, our evaluation framework employs various feedback mechanisms, such as surveys, expert interviews, and automated reinforcement learning from human feedback (RLHF), to iteratively enhance the performance and reliability of GenAI models. By providing a holistic approach to evaluating and improving prompt-response effectiveness, our evaluation framework contributes to the development of more credible and user-friendly AI systems.
Alzheimer's Disease (AD) presents profound challenges to healthcare systems worldwide, necessitating efficient access to accurate information for optimal care delivery. Effective management of AD requires timely a...
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ISBN:
(纸本)9783031762727;9783031762734
Alzheimer's Disease (AD) presents profound challenges to healthcare systems worldwide, necessitating efficient access to accurate information for optimal care delivery. Effective management of AD requires timely access to accurate information spanning disease etiology, diagnosis, treatment options, and caregiving strategies. However, the vast and constantly evolving body of AD-related literature poses a considerable barrier to efficient information retrieval, particularly for healthcare professionals operating in time-constrained environments. this paper outlines the objectives of a specialized Retrieval-Augmented Generation (RAG) system designed for answering questions related to Alzheimer's Disease (AD), employing prompt engineering and utilizing Pinecone as the vector database. Withthe goal of enhancing accessibility and comprehension of AD-related information, the system aims to efficiently retrieve relevant data from diverse sources and generate contextually relevant answers tailored to user queries. By leveraging advanced techniques in prompt engineering and vector similarity search, the RAG system empowers healthcare professionals, patients, and caregivers with timely access to accurate and comprehensive information, ultimately facilitating informed decision-making and improving patient outcomes in AD management.
the proceedings contain 82 papers. the topics discussed include: a flexible constraint-based portal architecture;a novel system for publishing relational data in xml based on ER-DTD method;on-line rollback in log-stru...
ISBN:
(纸本)9781618395368
the proceedings contain 82 papers. the topics discussed include: a flexible constraint-based portal architecture;a novel system for publishing relational data in xml based on ER-DTD method;on-line rollback in log-structured file systems;watermarking remotely sensed images (RSI) (digital image or relational data?);image processing enhancement over WAP: an enhancement of transmitting image over mobile devices using WAP architecture;a brief study of cooperative web caching protocols in cellular networks;a brief study of cooperative web caching protocols in cellular networks;and neural network based anomaly detection in computer networks: a novel training paradigm.
the proceedings contain 68 papers. the topics discussed include: addition withthree parallel CLA circuits;design and simulation of a pipelined microprocessor;collision graph based communication reduction techniques f...
ISBN:
(纸本)9781618395344
the proceedings contain 68 papers. the topics discussed include: addition withthree parallel CLA circuits;design and simulation of a pipelined microprocessor;collision graph based communication reduction techniques for mesh networks;design and simulation of a pipelined microprocessor;collision graph based communication reduction techniques for mesh networks;cascaded system for criminal pattern classification;neural organization of sensor webs;frequency response bound determination using a Kharitonov and algorithmic framework;intelligent network control using object-oriented term-rewriting;and retrieval of multimedia documents using low cost image ranking algorithms.
the proceedings contain 36 papers. the topics discussed include: computer immunology and neural network models for masquerader detection;multivariate-based data reduction for pattern recognition;tuning an adaptive neu...
ISBN:
(纸本)9781618395382
the proceedings contain 36 papers. the topics discussed include: computer immunology and neural network models for masquerader detection;multivariate-based data reduction for pattern recognition;tuning an adaptive neural network fuzzy inference controller using evolutionary learning;adjusting web caching computers to reduce communication channel allocation;coupling on-line game implementation and problem solving: a very viable approach;self-resonant frequency of passive chip components;run-ahead crash recovery for shared virtual memory systems;automated error-prevention and error-detection tools for assembly language;and a scheme for the segmentation of text, image areas in compound documents for efficient compression.
the proceedings contain 62 papers. the topics discussed include: an efficient arithmetic unit based on residue number system;content-based reconfiguration for embedded, hybrid computing;content-based reconfiguration f...
ISBN:
(纸本)9781618395351
the proceedings contain 62 papers. the topics discussed include: an efficient arithmetic unit based on residue number system;content-based reconfiguration for embedded, hybrid computing;content-based reconfiguration for embedded, hybrid computing;a knowledge-based traffic signal control application;a fast wavelet-based edge detector using fuzzy neural inference;a tree-based, constant-time rank-order algorithm for moving window filtering applications;object recognition over an expanded range of viewing angles using indexing methods;end-to-end congestion control via optimal bandwidth allocation for multimedia streams;and efficient transfer of video data using wormhole routing in mesh-connected networks: overview and issues.
the proceedings contain 57 papers. the topics discussed include: a natural language processing based automated knowledge provider system with speech recognition;examining android privacy using digital forensics;an app...
ISBN:
(纸本)9781510812284
the proceedings contain 57 papers. the topics discussed include: a natural language processing based automated knowledge provider system with speech recognition;examining android privacy using digital forensics;an approach to improving nearest neighbor search;approach to developing prototype intelligent system for support of providing safety and reliability of progress vehicle at the operation stage;identifying players and predicting actions from RTS game replays;the design and development of a client-server system for employee scheduling;a feedback control approach to nonlinear inverse problems;protection against human failures in highly automated systems: a general system architecture, and application to protecting airliners against human failures and terrorist acts;and MAS for ship damage control decision process.
the proceedings contain 9 papers. the special focus in this conference is on computerapplications in industry and engineering. the topics include: Development of a Prototype for a Process Support and Analysis Platfor...
the proceedings contain 9 papers. the special focus in this conference is on computerapplications in industry and engineering. the topics include: Development of a Prototype for a Process Support and Analysis Platform for Small and Medium-sized Enterprises;deep Reinforcement Learning for Portfolio Management;Accelerating pipeline implementation of dynamic programming on GPU;Efficient Secured Public-Key based Data Lookup and Multicast Protocols with Anonymity in RC-Based Two-level Hierarchical Structured P2P Network;building a Distributed System for Live Virtual Machine Introspection;multi-Agent Polygon Formation via Circle Formation.
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