The proceedings contain 177 papers. The topics discussed include: classification of emotions on song lyrics using naïve bayes algorithm and particle swarm optimization;comparison of feature extraction to test dry...
ISBN:
(纸本)9798350320954
The proceedings contain 177 papers. The topics discussed include: classification of emotions on song lyrics using naïve bayes algorithm and particle swarm optimization;comparison of feature extraction to test dryness and moisture levels in burned restoration areas using linear discriminant analysis;educational data mining patterns K-anonymity for the analytics of student privacy data;implementation of convolutional neural network algorithm to pest detection in Caisim;Mandalika modeling topic on social media using latent Dirichlet allocation;acute respiratory infections diagnosis using learning vector quantization;comparison of heart disease symptom algorithm using particle swarm optimization;predicting the success of garment sales on transaction data using the classification method with the naïve bayes algorithm;optimization of data warehouse architecture to improve information system performance;and sentiment analysis in Indonesian trading using lexicon-based and support vector machine.
The proceedings contain 122 papers. The topics discussed include: integrating deep Q-networks and YOLO with autonomous robots for efficient warehouse management;machine learning and end to end deep learning for detect...
ISBN:
(纸本)9798350351378
The proceedings contain 122 papers. The topics discussed include: integrating deep Q-networks and YOLO with autonomous robots for efficient warehouse management;machine learning and end to end deep learning for detection of chronic heart failure from heart sounds;the role of IoT in revolutionizing payment systems and digital transactions in finance;ai-optimized hardware design for Internet of Things (IoT) devices;electricity load prediction using ai;big data with cloud computing model for customer need identification in e-commerce industry;artificial neural networks for weld joint strength prediction in various welding techniques;enhancing data privacy in IoT cloud environments with trust management;and electric vehicle injected AC microgrid frequency stability study: an optimal fuzzy control approach.
The proceedings contain 25 papers. The topics discussed include: machine learning-based task allocation in computational networks;reinforcement learning based edge microservice migration strategy under resource constr...
ISBN:
(纸本)9798350369007
The proceedings contain 25 papers. The topics discussed include: machine learning-based task allocation in computational networks;reinforcement learning based edge microservice migration strategy under resource constraints;distributed sensor-assisted DNN-based massive-MIMO channel reconstruction;modeling and evaluation of low-frequency noise influence in a MIMO communication system;an anonymous authentication scheme based on blind signatures for the FIDO protocol;MANETs connectivity management for age of information decreasing in real-time applications;the equivalence principle for adaptive load balancing in networks and systems;how useful is communication scheduling for distributed training?;and HeavyCache: a generic sketch for summarizing data streams.
The proceedings contain 17 papers. The topics discussed include: a social network analysis of COVID-19 vaccines tweets;a comparative study of credit scoring and risk management techniques in fintech: machine learning ...
The proceedings contain 17 papers. The topics discussed include: a social network analysis of COVID-19 vaccines tweets;a comparative study of credit scoring and risk management techniques in fintech: machine learning vs. regression analysis;analyzing climate changes impacts using big data Hadoop;cloud computing adoption in Albania: empirical study;combining a mobile deep neural network and a recurrent layer for violence detection in videos;impact of missing values on the performance of machine learning algorithms;measuring search engine bias in European women's image results using machine learning algorithms;review of automatic and semi-automatic creation of knowledge graphs from structured and unstructured data;application of data visualization and machine learning algorithms for better decision making;and artificial intelligence and energy efficiency in smart buildings.
The proceedings contain 15 papers. The topics discussed include: quantum approximate optimization algorithm parameter prediction using a convolutional neural network;transferring four-dimensional atomic states at one ...
The proceedings contain 15 papers. The topics discussed include: quantum approximate optimization algorithm parameter prediction using a convolutional neural network;transferring four-dimensional atomic states at one step between separated cavities;quantum properties of nitrogen-vacancy center in diamond coupled to mechanical resonators;adopting multiple vision transformer layers for fine-grained image representation;optimization of ICANet lightweight human pose estimation based on HRNet;a depth discrimination method based on the scintillation of frequency domain;tracking multiple dynamic objects by a combination of laser ranging and UHF RFID phase information;effective machine learning-based skin disease diagnosis using PyTorch;and a port and starboard fuzziness suppressed algorithm based on vector directivity zero.
The proceedings contain 70 papers. The topics discussed include: SAR target recognition based on lightweight parallel multi-channel CNN;advanced encryption standard information encryption in pipeline cutting and weldi...
ISBN:
(纸本)9798350328660
The proceedings contain 70 papers. The topics discussed include: SAR target recognition based on lightweight parallel multi-channel CNN;advanced encryption standard information encryption in pipeline cutting and welding system based on Django framework;multi-hop quantum teleportation via general distinct EPR pairs and its application in quantum network;design of intelligent obstacle avoidance and tracking vehicle based on single-chip control;design of DC carrier communication system for zero-carbon buildings;research on data fault recovery for multi-active power dispatch and control center;a fast beam-forming algorithm based on translation transformation and data splicing;method for detection signals from ALPHA navigation systems;and application of improved AHTVSSLMS algorithm in digital predistortion system.
The proceedings contain 16 papers. The topics discussed include: a design pattern of IAPVS platform based on distributed edge computing;side-channel attack security risk assessment model based on mutual information ga...
The proceedings contain 16 papers. The topics discussed include: a design pattern of IAPVS platform based on distributed edge computing;side-channel attack security risk assessment model based on mutual information game;research and application of power grid data anomaly tracing method based on time series correlation;military unmanned equipment image target recognition method based on improved deep learning;analysis of the influence of adjacent new pile foundation construction on the structural deformation of the in-service subway tunnels;a numerical study on smoke propagation in metro tunnel fires with different door opening scenarios;effect of door openings on train fire scenarios within a subway depot;numerical simulation study on the embedding depth of anti-slip piles in fully weathered granite landslides;analysis and optimization of brace system in scaffold;and an intelligent fault diagnosis method that combines operating condition attribute encoding and multi-scale cascading concept.
The proceedings contain 7 papers. The topics discussed include: swarm intelligence-based optimization of machine learning models for diverse industrial problems: a comparative study;research on time characteristic sea...
The proceedings contain 7 papers. The topics discussed include: swarm intelligence-based optimization of machine learning models for diverse industrial problems: a comparative study;research on time characteristic sea surface temperature prediction based on decomposition;OriFlexClust denoising method for shallow water ATL03 single-photon point clouds;optimizing resource utilization in cloud and fog computing environments using hidden Markov model;solving inverse boundary value problem of Poisson equation by LS-SVM;research on assembly constraints reconstruction based on unreal engine;and better approximation of sigmoid function for privacy-preserving neural networks.
The proceedings contain 53 papers. The topics discussed include: generalized lambda distribution: application on financial performance data in the Indonesia stock exchange;recycling application usability testing using...
ISBN:
(纸本)9798350360752
The proceedings contain 53 papers. The topics discussed include: generalized lambda distribution: application on financial performance data in the Indonesia stock exchange;recycling application usability testing using the Nielsen attributes of usability (NAU);patients clustering on BPJS health insurance data using partition clustering algorithm;the impact of online course design, enjoyment, usefulness, ease of use, and interaction to video-based learning system usage;review of high-dimensional and complex data visualization;enhancing comfort and handling in semi-active suspension systems with fuzzy controller;a smart public service optimization model using linear programming to reduce the number of deaths;dynamic rumor control in social networks using temporal graph neural networks;and modified agile user experience for developing student medical report.
The proceedings contain 128 papers. The topics discussed include: reduce redundant data packets forwarding strategy for named data mobile ad-hoc network (NDMANET);efficient load balance algorithm for network-on-chip m...
ISBN:
(纸本)9781665458726
The proceedings contain 128 papers. The topics discussed include: reduce redundant data packets forwarding strategy for named data mobile ad-hoc network (NDMANET);efficient load balance algorithm for network-on-chip mapping;realization of linear frequency modulated short range detection system based on software defined radio;a dynamic integrated network slicing strategy for future networks;sparse circular arrays with low sidelobe levels;parallel LDPC decoder based on low-complexity corrected min sum algorithm;a tampering detection algorithm based on multidirectional authentication;a soft terminal design and development based on sip protocol;composite reuse method based on graph database;deep reinforcement learning based UAVs trajectory optimization for maximum communication coverage of users;and an automated vulnerability detection method for the 5G RRC protocol based on fuzzing.
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