the proceedings contain 8 papers. the special focus in this conference is on Cognitive computing. the topics include: Automated Data Mapping Based on FastText and LSTM for Business systems;MCPR: A Chinese Product Revi...
ISBN:
(纸本)9783031235849
the proceedings contain 8 papers. the special focus in this conference is on Cognitive computing. the topics include: Automated Data Mapping Based on FastText and LSTM for Business systems;MCPR: A Chinese Product Review Dataset for Multimodal Aspect-Based Sentiment Analysis;preface;path Planning for Mobile Robots Based on Improved Ant Colony Algorithm;solving a Cloze Test for Generative Commonsense Question Answering;A Scheduled Mask Method for TextVQA.
the proceedings contain 194 papers. the topics discussed include: the efficiency of deep learning algorithms for detecting anatomical reference points on radiological images of the head profile;calculation of thermal ...
ISBN:
(纸本)9781728170411
the proceedings contain 194 papers. the topics discussed include: the efficiency of deep learning algorithms for detecting anatomical reference points on radiological images of the head profile;calculation of thermal processes during laser treatment of dual phase steel using computer-generated diffractive optical element;the two reflector design problem for forming flat wavefront from a point source;on possibility of using of spectral analysis for control the energy distribution of electromagnetic waves in radar channels;asymmetric resonances and field enhancement of hybrid plasmon-waveguide modes in CdTe structures;study of GAN-based image reconstruction for diffractive optical systems;spatio-temporal graph convolutional networks for short-term traffic forecasting;and interference shaper of polarization-inhomogeneous laser beams based on a spatial light modulator.
the proceedings contain 4 papers. the topics discussed include: automatic mapping of array operations to specific architectures;Devito: automated fast finite difference computation;efficient parallelization of MATLAB ...
ISBN:
(纸本)9781509061563
the proceedings contain 4 papers. the topics discussed include: automatic mapping of array operations to specific architectures;Devito: automated fast finite difference computation;efficient parallelization of MATLAB stencil applications for multi-core clusters;and YASK � yet another stencil kernel: a framework for HPC stencil code-generation and tuning.
this conferenceproceedings contains 69 papers. the following topics are dealt with: models of distributed computation;distributed shared memory;real-time systems;analysis by transformation;abstractions for distribute...
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this conferenceproceedings contains 69 papers. the following topics are dealt with: models of distributed computation;distributed shared memory;real-time systems;analysis by transformation;abstractions for distributed processing;distributed operating systems;fault tolerance;efficient file access;protocols;interconnection structures for multi-processing;concurrency and transactions;algorithms;multiprocessor architectures;replication network operation and control;distributed file systems;language support;performance improvement and monitoring;scheduling and assignment;networking;load balancing;and distributed applications.
the proceedings contain 6 papers. the topics discussed include: programming reconfigurable heterogeneous computing clusters using MPI with transpilation;evaluating FPGA accelerator performance with a parameterized Ope...
ISBN:
(纸本)9781665415927
the proceedings contain 6 papers. the topics discussed include: programming reconfigurable heterogeneous computing clusters using MPI with transpilation;evaluating FPGA accelerator performance with a parameterized OpenCL adaptation of selected benchmarks of the HPC-challenge benchmark suite;exploring the acceleration of nekbone on reconfigurable architectures;FPGA acceleration of fluid-flow kernels;FPGA-as-a-service toolkit (FaaST;and OpenCL-enabled parallel raytracing for astrophysical application on multiple FPGAs with optical links.
the proceedings contain 51 papers. the topics discussed include: refining the round robin algorithm using a recomputed time quantum: a comparison;integrating user-defined priority tasks in a shortest job first round r...
ISBN:
(纸本)9781450376730
the proceedings contain 51 papers. the topics discussed include: refining the round robin algorithm using a recomputed time quantum: a comparison;integrating user-defined priority tasks in a shortest job first round robin (SJFRR) scheduling algorithm;utilizing dynamic mean quantum time round robin to optimize the shortest job first scheduling algorithm;knowledge-based multimodal intention active perception algorithm research;SASGBC: improving sequence labeling performance for joint learning of slot filling and intent detection;a comparative study of decision tree and naive bayes machine learning model for crime category prediction in Chicago;graph based analytics enhanced by deep learning;application of hidden Markov chain and artificial neural networks in music recognition and classification;a weight initialization method associated with samples for deep feedforward neural network;approximate optimal control of nonlinear systems with mismatched perturbations based on asymptotically stable critic neural network;comparing SVM and KNN algorithms for Myanmar news sentiment analysis system;an improved Lanczos algorithm for principal component analysis;and evaluation of dimensionality reduction techniques -principal feature analysis in case of text classification problems.
the proceedings contain 12 papers. the topics discussed include: adaptive self-management of teams of autonomous vehicles;a proxy-based model for service provision in opportunistic networks;reactive queries in mobile ...
ISBN:
(纸本)9781605583648
the proceedings contain 12 papers. the topics discussed include: adaptive self-management of teams of autonomous vehicles;a proxy-based model for service provision in opportunistic networks;reactive queries in mobile ad hoc networks;deontic logic for modeling data flow and use compliance;SPADE - scheduler for parallel and distributed execution form mobile devices;on the integration of context-based heterogeneous middleware for ubiquitous computing;a middleware for service-oriented communication in mobile disaster response environments;middleware for ubiquitous context awareness;ambient transactors;a reflective context-aware system for spatial routing applications;clustered publish/subscribe in wireless actuator and sensor networks;and a strategy for cooperative reasoning in ubiquitous computing environments.
this research addresses the rising concern of religious hate speech on Facebook, employing a comprehensive methodology to create a dataset by annotating statements from diverse religious backgrounds. After preprocessi...
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the proceedings contain 30 papers. the topics discussed include: autonomic energy management in a replicated server system;introducing queuing network-based performance awareness in autonomic systems;fail-safe data ma...
ISBN:
(纸本)9780769539706
the proceedings contain 30 papers. the topics discussed include: autonomic energy management in a replicated server system;introducing queuing network-based performance awareness in autonomic systems;fail-safe data management in self-healing automotive systems;algorithm using swarm-array computing;orchestrating safe behavioral adaptations of component-based systems;ontology-based engineering of autonomous systems;combining autonomous exploration, goal-oriented coordination and task allocation in multi-UAV scenarios;dynamic change of services in wireless sensor network middleware based on semantic technologies;autonomous high precision positioning of surgical instruments in robot-assisted minimally invasive surgery under visual guidance;dynamic indoor location determination: mechanisms and robustness evaluation;and discarding similar data with autonomic data killing framework based on high-level Petri net rules: an RSS implementation.
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