the proceedings contain 11 papers. the topics discussed include: overcoming load imbalance for irregular sparse matrices;optimizing Word2Vec performance on multicore systems;parallel depth-first search for directed ac...
ISBN:
(纸本)9781450351362
the proceedings contain 11 papers. the topics discussed include: overcoming load imbalance for irregular sparse matrices;optimizing Word2Vec performance on multicore systems;parallel depth-first search for directed acyclic graphs;progressive load balancing of asynchronous algorithms;a case for migrating execution for irregular applications;pressure-driven hardware managed thread concurrency for irregular applications;an efficient data layout transformation algorithm for locality-aware parallel sparse FFT;spherical region queries on multicore architectures;evaluation of knight landing high bandwidth memory for HPC workloads;enabling work-efficiency for high performance vertex-centric graph analytics on GPUs;and accelerating energy games solvers on modern architectures.
the proceedings contain 44 papers. the special focus in this conference is on e-Infrastructure and e-Services for Developing Countries. the topics include: Digital Forensics Investigations: Major Challenges in Mobile ...
ISBN:
(纸本)9783031815720
the proceedings contain 44 papers. the special focus in this conference is on e-Infrastructure and e-Services for Developing Countries. the topics include: Digital Forensics Investigations: Major Challenges in Mobile and Cloud Forensics;a Cloud-Based Drones’ Model for Detection and Tracking of Stationary and Motion-Based Snakes in Farms in Marginalized Rural Areas: A Preliminary Study;A Domain Specific Language (DSL) for Agroecosystems Modelling and Simulation;Leveraging Conversational AI for Accelerating User-Driven Software Testing;integration of Artificial Intelligence with Diabetic Data for Increasingly Personalized Medicine;Question Design Using NLP;Edge- AI and Internet of things for Intelligent systems: Architectures, Applications and Future Perspectives;comparative Study of Name Entity Recognition Models in Burkina Faso Context;PLAVIDA, an Annotation Tool for Audio and Video in African Languages;towards a Framework for the Preparation of High Quality Data for Use by Machine Learning algorithms;CAOGen: An Automatic Ontology Constructor Based on Data Mining Techniques;artificial Intelligence for the Analysis of the Security Situation in Burkina Faso;analysis, Design and Implementation of a Ripe Mango Detection Program in Burkina Faso;financial Fraud Detection Using Rich Mobile Money Transaction Datasets;culture Ontology to Enhance Social Cohesion;new Zero Watermarking Scheme Based on Hyper-catadioptric System Model and Hyperbolic Geometry;Cotton Disease Detection on UAV Images: A Deep Learning-Based Approach with YOLOv7.
the proceedings contain 44 papers. the special focus in this conference is on e-Infrastructure and e-Services for Developing Countries. the topics include: Digital Forensics Investigations: Major Challenges in Mobile ...
ISBN:
(纸本)9783031815690
the proceedings contain 44 papers. the special focus in this conference is on e-Infrastructure and e-Services for Developing Countries. the topics include: Digital Forensics Investigations: Major Challenges in Mobile and Cloud Forensics;a Cloud-Based Drones’ Model for Detection and Tracking of Stationary and Motion-Based Snakes in Farms in Marginalized Rural Areas: A Preliminary Study;A Domain Specific Language (DSL) for Agroecosystems Modelling and Simulation;Leveraging Conversational AI for Accelerating User-Driven Software Testing;integration of Artificial Intelligence with Diabetic Data for Increasingly Personalized Medicine;Question Design Using NLP;Edge- AI and Internet of things for Intelligent systems: Architectures, Applications and Future Perspectives;comparative Study of Name Entity Recognition Models in Burkina Faso Context;PLAVIDA, an Annotation Tool for Audio and Video in African Languages;towards a Framework for the Preparation of High Quality Data for Use by Machine Learning algorithms;CAOGen: An Automatic Ontology Constructor Based on Data Mining Techniques;artificial Intelligence for the Analysis of the Security Situation in Burkina Faso;analysis, Design and Implementation of a Ripe Mango Detection Program in Burkina Faso;financial Fraud Detection Using Rich Mobile Money Transaction Datasets;culture Ontology to Enhance Social Cohesion;new Zero Watermarking Scheme Based on Hyper-catadioptric System Model and Hyperbolic Geometry;Cotton Disease Detection on UAV Images: A Deep Learning-Based Approach with YOLOv7.
the proceedings contain 43 papers. the special focus in this conference is on Interdisciplinarity in Engineering. the topics include: Molecular Feature-Based Prediction of Drug-Drug Interactions Using Graph Neural Net...
ISBN:
(纸本)9783031816840
the proceedings contain 43 papers. the special focus in this conference is on Interdisciplinarity in Engineering. the topics include: Molecular Feature-Based Prediction of Drug-Drug Interactions Using Graph Neural Networks;unsupervised Machine Learning Methods for Detecting Anomalies in the Structural Behavior of a University Laboratory;an Explainable Image Feature Extraction Method for Machine Learning from Chest Radiography Images;experiments with Neural Network for Optimization;a Generalization of a Result for Iterative Functions in Cn;the Contributions of Artificial Intelligence to the Optimization of the Dynamics of Supply Chains 4.0;biomedical Informatics: Considering Predictive Models for Early Detection of Heart Diseases;novel systems Based on Artificial Intelligence and Numerical algorithms for Predicting Laboratory Results: A Comparative Study of Original Automatic Prediction Model with Advances in the Field;Efficient Deep Learning-Based Fire and Smoke Detection with YOLO Architecture;application of a 2D Bin Packing Problem to a Vertical Lift Module: Case Study of a Hybrid Genetic Algorithm;reducing Complexity in Purchase and Operations Planning: A Genetic Algorithm for a 1D Cutting Stock Problem;a Biostatistical and Analytical Model for the in vitro Monitoring of Tissue Growth Correlated to Biochemical Signals;utilizing Modern Management Methods in Pathology Services: A Case Study;from Waste to Operational Excellence through Simulation Techniques in the Hospital Waste Supply Chains;motor Control Disorders (Balance and Coordination) Among Older People: A Systematic Review withthe Assistance of EndNote Reference Management Software;Comparison of eHealth Interoperability Standards: HL7 FHIR, OpenEHR, and CDISC;novel Advances in Total Hip Arthroplasty;experimental Analysis of the Gait Cycle Biomechanics in Order to Optimize the Process of Rehabilitation of the Locomotor System;non-linear Analysis of Biosignals.
the proceedings contain 43 papers. the special focus in this conference is on Interdisciplinarity in Engineering. the topics include: Molecular Feature-Based Prediction of Drug-Drug Interactions Using Graph Neural Net...
ISBN:
(纸本)9783031813771
the proceedings contain 43 papers. the special focus in this conference is on Interdisciplinarity in Engineering. the topics include: Molecular Feature-Based Prediction of Drug-Drug Interactions Using Graph Neural Networks;unsupervised Machine Learning Methods for Detecting Anomalies in the Structural Behavior of a University Laboratory;an Explainable Image Feature Extraction Method for Machine Learning from Chest Radiography Images;experiments with Neural Network for Optimization;a Generalization of a Result for Iterative Functions in Cn;the Contributions of Artificial Intelligence to the Optimization of the Dynamics of Supply Chains 4.0;biomedical Informatics: Considering Predictive Models for Early Detection of Heart Diseases;novel systems Based on Artificial Intelligence and Numerical algorithms for Predicting Laboratory Results: A Comparative Study of Original Automatic Prediction Model with Advances in the Field;Efficient Deep Learning-Based Fire and Smoke Detection with YOLO Architecture;application of a 2D Bin Packing Problem to a Vertical Lift Module: Case Study of a Hybrid Genetic Algorithm;reducing Complexity in Purchase and Operations Planning: A Genetic Algorithm for a 1D Cutting Stock Problem;a Biostatistical and Analytical Model for the in vitro Monitoring of Tissue Growth Correlated to Biochemical Signals;utilizing Modern Management Methods in Pathology Services: A Case Study;from Waste to Operational Excellence through Simulation Techniques in the Hospital Waste Supply Chains;motor Control Disorders (Balance and Coordination) Among Older People: A Systematic Review withthe Assistance of EndNote Reference Management Software;Comparison of eHealth Interoperability Standards: HL7 FHIR, OpenEHR, and CDISC;novel Advances in Total Hip Arthroplasty;experimental Analysis of the Gait Cycle Biomechanics in Order to Optimize the Process of Rehabilitation of the Locomotor System;non-linear Analysis of Biosignals.
the proceedings contain 5 papers. the topics discussed include: Drishti: guiding end-users in the I/O optimization journey;performance comparison of DAOS and LUSTRE for object data storage approaches;accelerating Flas...
ISBN:
(纸本)9781665475624
the proceedings contain 5 papers. the topics discussed include: Drishti: guiding end-users in the I/O optimization journey;performance comparison of DAOS and LUSTRE for object data storage approaches;accelerating Flash-X simulations with asynchronous I/O;DenKv: addressing design trade-offs of key-value stores for scientific applications;and BTS: exploring effects of background task-aware scheduling for key-value CSDS.
the proceedings contain 207 papers. the topics discussed include: low cost 3D-printed biosensor arrays for protein-based cancer diagnostics based on electrochemiluminescence;a robust multichannel lung sound recording ...
ISBN:
(纸本)9789897581700
the proceedings contain 207 papers. the topics discussed include: low cost 3D-printed biosensor arrays for protein-based cancer diagnostics based on electrochemiluminescence;a robust multichannel lung sound recording device;automated breastmass segmentation using pulse-coupled neural network and distance regularized level set evolution: a coarse-to-fine approach;SynapCountJ: a tool for analyzing synaptic densities in neurons;highly robust classification: a regularized approach for omics data;combinatorial identification of broad association regions with ChIP-seq data;quantitative estimation of long-living fluorescent molecules from temporal fluorescence intensity data corrupted by nonzero-mean noise;epileptic seizure prediction in scalp EEG using one dimensional local binary pattern based features;achieving patient-centered fine-grained access control in hospital information systems - using business process management systems;and intelligent robotic approach for after-stroke hand rehabilitation.
the proceedings contain 305 papers. the topics discussed include: a novel approach to predict the severity of peripheral neuropathy using machine learning;harnessing deep neural networks for accurate offline signature...
ISBN:
(纸本)9798350397253
the proceedings contain 305 papers. the topics discussed include: a novel approach to predict the severity of peripheral neuropathy using machine learning;harnessing deep neural networks for accurate offline signature forgery detection;advanced skin category prediction system for cosmetic suggestion using deep convolution neural network;a lightweight neuromorphic CNN for human activity recognition on edge device;mood detection and emoji classification using tokenization and convolutional neural network;exploring explainability and transparency in deep neural networks: a comparative approach;comparative analysis of artificial intelligence techniques for sentiment analysis and its challenges;cloud and IoT based framework for air and noise pollution monitoring system via extreme learning machine;weighted mask recurrent-convolutional neural network based plant disease detection using leaf images;vehicle counting based on convolution neural network;cost optimization on cloud by adoption of rust programming;and implementation of cloud computing in higher education: a bibliographic analysis.
the proceedings contain 40 papers. the topics discussed include: intelligent power source selection for solar energy optimization;human-centric considerations in deploying biometric modalities: a multi-modal approach ...
ISBN:
(纸本)9798350387902
the proceedings contain 40 papers. the topics discussed include: intelligent power source selection for solar energy optimization;human-centric considerations in deploying biometric modalities: a multi-modal approach for public services application;deepcai-v3: improved brain tumor classification from noisy brain MR images using convolutional autoencoder and inception-V3 architecture;analyzing the regularization technique in automatic speech recognition system using Sepedi-English code-switched data;a machine-learning based IoT smart home system to detect and reduce urban insecurity in Uganda: a case of Kampala metropolitan area;optimized coordinated resource allocation and power control for wireless communication networks;a parking assistant system for residential applications;and deep learning-based colorectal cancer image segmentation and classification: a concise bibliometric analysis.
the proceedings contain 11 papers. the topics discussed include: HPC benchmarking: problem size matters;an evaluation of network architectures for next generation supercomputers;a performance model for allocating the ...
ISBN:
(纸本)9781509052189
the proceedings contain 11 papers. the topics discussed include: HPC benchmarking: problem size matters;an evaluation of network architectures for next generation supercomputers;a performance model for allocating the parallelism in a multigrid-in-time solver;data-driven performance modeling of linear solvers for sparse matrices;evaluating and optimizing the NERSC workload on knights landing;performance analysis and optimization of Clang's OpenMP 4.5 GPU support;effective use of large high-bandwidth memory caches in HPC stencil computation via temporal wave-front tiling;static cost estimation for data layout selection on GPUs;visual data-analytics of large-scale parallel discrete-event simulations;enabling work migration in CoMD to study dynamic load imbalance solutions;and reproducible stencil compiler benchmarks using PROVA!.
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