The proceedings contain 133 papers. The topics discussed include: autonomous UAV landing on mobile platforms;a comparative study of hyper-parameter optimization tools;empirical stability limits for a size-based schedu...
ISBN:
(纸本)9781665495523
The proceedings contain 133 papers. The topics discussed include: autonomous UAV landing on mobile platforms;a comparative study of hyper-parameter optimization tools;empirical stability limits for a size-based scheduler applied to network utility maximization;enhancing object clarity in single channel night vision images using deep reinforcement learning;a deep reinforcement learning scheduler with back-filling for high performance computing;predicting effectiveness of marketing through analyzing emotional context in advertisement using deep learning;churn prediction in telecom industry using machine learning ensembles with class balancing;deep learning method for haze prediction in Singapore;evaluating deep sequential knowledge tracing models for predicting student performance;and detection of android malware using tree-based ensemble stacking model.
The proceedings contain 135 papers. The topics discuss include: digital twins in smart farming;analyzing cybersecurity patterns in the pacific region: trends and challenges for 2023;transfer learning in Monte Carlo tr...
ISBN:
(纸本)9798350341072
The proceedings contain 135 papers. The topics discuss include: digital twins in smart farming;analyzing cybersecurity patterns in the pacific region: trends and challenges for 2023;transfer learning in Monte Carlo tree search;two-stage fine-tuning for low-resource English-based Creole with pre-trained LLMs;combining first-order and texture features with convolutional neural network for classification of residential area density in aerial images;shallow learning for predictive blood test anomaly detection: case study for rheumatic diseases;deep learning based intrusion detection for internet of things and edge devices;evaluation of data durability in erasure coding using peak shift method of drive failure risk;and review of secure healthcare and patient monitoring system using block chain for accessing medical records.
The proceedings contain 118 papers. The topics discussed include: analysis support by estimating speaker's state in sensor-based active listening;assessing the suitability of three-point and four-point bending sim...
ISBN:
(纸本)9781665453059
The proceedings contain 118 papers. The topics discussed include: analysis support by estimating speaker's state in sensor-based active listening;assessing the suitability of three-point and four-point bending simulation to investigate the fracture mechanisms in directionally-reinforced fiber composites;solar irradiance prediction using deep learning-based approaches;automated assessment of excessive inbreeding of dogs based on deep learning;estimating creativity drawing features from hand drawing logs;understanding the learning of disabled students: an exploration of machine learning approaches;memory access characteristics of neural network workloads and their implications;providing automated feedback on the gestalt principle of symmetry by means of machine learning;comparative analysis of classification techniques on Olympic games datasets;a combination of technical indicators and deep learning to predict price trends for short-term cryptocurrency investment;orchestrating the resilience of cloud microservices using task-based reliability and dynamic costing;and a retrieval method of software requirements from Japanese requirements document with dependency analysis and keywords.
The proceedings contain 123 papers. The topics discussed include: sizing and mission analysis of multirole short-haul all-electric seaplane for sustainable aviation;impact of business technologies on the success of e-...
ISBN:
(纸本)9781665419741
The proceedings contain 123 papers. The topics discussed include: sizing and mission analysis of multirole short-haul all-electric seaplane for sustainable aviation;impact of business technologies on the success of e-commerce strategies: SMEs perspective;estimating the size of crowds through deep learning;digital gender divide in online education during Covid-19 lockdown in India;towards an analytical probe for twitter information flow micro-structure;performance evaluation of permissioned blockchain platforms;application of hyperspectral imaging technique to determine the quality of photo and thermal exposed and contaminated pharmaceutical formulations: a cost effective way of quality testing;lepidoptera classification through deep learning;barriers for an integrated lean and ISO 14001 implementation for sustaining environmental performance in the manufacturing industry;and examination of the optimum regional point system by gift & circulation model.
The proceedings contain 78 papers. The topics discussed include: bimodal ERP study with auditory-visual stimuli;development of regenerative and low pressure drop adsorbent structure for biogas upgrading;advanced data ...
ISBN:
(纸本)9781728163031
The proceedings contain 78 papers. The topics discussed include: bimodal ERP study with auditory-visual stimuli;development of regenerative and low pressure drop adsorbent structure for biogas upgrading;advanced data balancing method with SVM decision boundary and bagging;long-term impact of non-egalitarian gender societal structures: a gendered game of life study;increasing hydrogen energy efficiency by heat integration between fuel cell, hydride tank and electrolyzer;effect of clay content on performance of a crushed rock mix;multi-agent simulation of relationality assets to enable community vitalization;using graph convolution network for predicting performance of automatically generated convolution neural networks;and practices of software testing techniques and tools in Bangladesh software industry.
This paper explored the application of mmWave radar sensors in robotic navigation. With the growing need for indoor navigation and object avoidance employing mmWave technology, a mobile robot equipped with a mmWave ra...
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Employing digital twin technology, a physical object can be represented digitally. It is a virtual copy or replica of that physical object. It stimulates behavior and keeps an eye on operations using real-time data ga...
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In the dynamic landscape of web development, the judicious choice of platform and structure plays a pivotal role. This comprehensive study conducts a thorough comparison of four prominent web development technologies:...
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Transfer learning is the ability to transfer knowledge from one context to another. This paper investigates, for the first time, the possibility of transfer learning on Monte Carlo Tree Search (MCTS). We use distribut...
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We evaluate data durability in erasure coding using a proposed method called peak shift method of drive failure risk. The proposed method creates data protection groups of drives with different drive failure risks suc...
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