Gyu Sang Choi

Orcid: 0000-0002-0854-768X

According to our database1, Gyu Sang Choi authored at least 113 papers between 2003 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Incorporating Word Embedding and Hybrid Model Random Forest Softmax Regression for Predicting News Categories.
Multim. Tools Appl., March, 2024

Predicting skin cancer melanoma using stacked convolutional neural networks model.
Multim. Tools Appl., January, 2024

Advancing Autonomous Vehicle Safety: Machine Learning to Predict Sensor-Related Accident Severity.
IEEE Access, 2024

Img2Side: A Transfer Learning Based Model for Predicting Drug Side Effects Using 2D Chemical Structural Images.
IEEE Access, 2024

2023
Video description: A comprehensive survey of deep learning approaches.
Artif. Intell. Rev., November, 2023

Impact of convolutional neural network and FastText embedding on text classification.
Multim. Tools Appl., February, 2023

Role of Artificial Intelligence in Online Education: A Systematic Mapping Study.
IEEE Access, 2023

Efficient Data Collaboration Using Multi-Party Privacy Preserving Machine Learning Framework.
IEEE Access, 2023

Spectral Representation Learning and Fusion for Autonomous Vehicles Trip Description Exploiting Recurrent Transformer.
IEEE Access, 2023

A Multi-Goal Particle Swarm Optimizer for Test Case Prioritization.
IEEE Access, 2023

Quantum Mechanism-Based Convolution Model for the Classification of Pathogenic Bacteria.
IEEE Access, 2023

2022
DarkSky: Privacy-preserving target tracking strategies using a flying drone.
Veh. Commun., 2022

Drone Helps Privacy: Sky Caching Assisted $k$-Anonymity in Spatial Querying.
IEEE Syst. J., 2022

Classification of movie reviews using term frequency-inverse document frequency and optimized machine learning algorithms.
PeerJ Comput. Sci., 2022

Automated disease diagnosis and precaution recommender system using supervised machine learning.
Multim. Tools Appl., 2022

A novel improved random forest for text classification using feature ranking and optimal number of trees.
J. King Saud Univ. Comput. Inf. Sci., 2022

COVINet: a convolutional neural network approach for predicting COVID-19 from chest X-ray images.
J. Ambient Intell. Humaniz. Comput., 2022

Employees reviews classification and evaluation (ERCE) model using supervised machine learning approaches.
J. Ambient Intell. Humaniz. Comput., 2022

Simulation and Assessment of Vertical Scaling for a Smart Campus Environment Using the Internet of Things.
IEEE Access, 2022

DeepRide: Dashcam Video Description Dataset for Autonomous Vehicle Location-Aware Trip Description.
IEEE Access, 2022

SSNO: Spatio-Spectral Neural Operator for Functional Space Learning of Partial Differential Equations.
IEEE Access, 2022

DSFA-PINN: Deep Spectral Feature Aggregation Physics Informed Neural Network.
IEEE Access, 2022

Deep Learning Based Cross Domain Sentiment Classification for Urdu Language.
IEEE Access, 2022

2021
Diagnosis of vertebral column pathologies using concatenated resampling with machine learning algorithms.
PeerJ Comput. Sci., 2021

Detecting sarcasm in multi-domain datasets using convolutional neural networks and long short term memory network model.
PeerJ Comput. Sci., 2021

A text GAN framework for creative essay recommendation.
Knowl. Based Syst., 2021

Extensive hotel reviews classification using long short term memory.
J. Ambient Intell. Humaniz. Comput., 2021

Aggression detection through deep neural model on Twitter.
Future Gener. Comput. Syst., 2021

An Efficient CNN Model for COVID-19 Disease Detection Based on X-Ray Image Classification.
Complex., 2021

Sentiment analysis of tweets using a unified convolutional neural network-long short-term memory network model.
Comput. Intell., 2021

Review prognosis system to predict employees job satisfaction using deep neural network.
Comput. Intell., 2021

Adaptable Reduced-Complexity Approach Based on State Vector Machine for Identification of Criminal Activists on Social Media.
IEEE Access, 2021

Correction to "Classification of β-Thalassemia Carriers From Red Blood Cell Indices Using Ensemble Classifier".
IEEE Access, 2021

Classification of β-Thalassemia Carriers From Red Blood Cell Indices Using Ensemble Classifier.
IEEE Access, 2021

Determining the Efficiency of Drugs Under Special Conditions From Users' Reviews on Healthcare Web Forums.
IEEE Access, 2021

Wireless Capsule Endoscopy Bleeding Images Classification Using CNN Based Model.
IEEE Access, 2021

Impact of SMOTE on Imbalanced Text Features for Toxic Comments Classification Using RVVC Model.
IEEE Access, 2021

QSOD: Hybrid Policy Gradient for Deep Multi-agent Reinforcement Learning.
IEEE Access, 2021

Hybrid Auto-Scaled Service-Cloud-Based Predictive Workload Modeling and Analysis for Smart Campus System.
IEEE Access, 2021

Video Description: Datasets & Evaluation Metrics.
IEEE Access, 2021

Efficient Sentiment-Aware Web Crawling Methods for Constructing Sentiment Dictionary.
IEEE Access, 2021

Minimizing the Overlapping Degree to Improve Class-Imbalanced Learning Under Sparse Feature Selection: Application to Fraud Detection.
IEEE Access, 2021

Resolving Energy Consumption Issues and Spectrum Allocation for Future Broadband Networks.
IEEE Access, 2021

An Efficient Classification of MRI Brain Images.
IEEE Access, 2021

Advanced Service Search Model for Higher Network Navigation Using Small World Networks.
IEEE Access, 2021

Maximum Response Deep Learning Using Markov, Retinal & Primitive Patch Binding With GoogLeNet & VGG-19 for Large Image Retrieval.
IEEE Access, 2021

Symmetric Image Contents Analysis and Retrieval Using Decimation, Pattern Analysis, Orientation, and Features Fusion.
IEEE Access, 2021

Optimizing Spatiotemporal Feature Learning in 3D Convolutional Neural Networks With Pooling Blocks.
IEEE Access, 2021

2020
Correction: OpinionML - Opinion Markup Language for Sentiment Representation. Symmetry 2019, 11, 545.
Symmetry, 2020

Scene Classification for Sports Video Summarization Using Transfer Learning.
Sensors, 2020

Bucket-Sorted Hash Join.
J. Inf. Sci. Eng., 2020

Predicting pulsar stars using a random tree boosting voting classifier (RTB-VC).
Astron. Comput., 2020

A Novel Stacked CNN for Malarial Parasite Detection in Thin Blood Smear Images.
IEEE Access, 2020

Fake News Stance Detection Using Deep Learning Architecture (CNN-LSTM).
IEEE Access, 2020

RUTUT: Roman Urdu to Urdu Translator Based on Character Substitution Rules and Unicode Mapping.
IEEE Access, 2020

IoT-Based Smart Shopping Cart Using Radio Frequency Identification.
IEEE Access, 2020

COVID-19 Future Forecasting Using Supervised Machine Learning Models.
IEEE Access, 2020

Sensor-Based Human Activity Recognition Using Deep Stacked Multilayered Perceptron Model.
IEEE Access, 2020

Classification of Shopify App User Reviews Using Novel Multi Text Features.
IEEE Access, 2020

MSEF-ImgSeg: An Intelligent Algorithm for Multi Scale Exposure Fusion Using Image Segmentation and GGIF.
IEEE Access, 2020

Additive Angular Margin Loss in Deep Graph Neural Network Classifier for Learning Graph Edit Distance.
IEEE Access, 2020

Duplicate Questions Pair Detection Using Siamese MaLSTM.
IEEE Access, 2020

Beaconless Traffic-Aware Geographical Routing Protocol for Intelligent Transportation System.
IEEE Access, 2020

Defining Service-Oriented Trust Assessment for Social Internet of Things.
IEEE Access, 2020

Hotspots Analysis Using Cyber-Physical-Social System for a Smart City.
IEEE Access, 2020

Deep Image Sensing and Retrieval Using Suppression, Scale Spacing and Division, Interpolation and Spatial Color Coordinates With Bag of Words for Large and Complex Datasets.
IEEE Access, 2020

Mental Health App Reviews Analyzer (MHARA) Using Logistic Regression and Tri-Gram.
Proceedings of the Recent Advances on Soft Computing and Data Mining, 2020

Social Pal: A Combined Platform for Internet of Things and Social Networks.
Proceedings of the 5th International Conference on Computer and Communication Systems, 2020

Community Detection Based on Social Influence in Large Scale Networks.
Proceedings of the Web, Artificial Intelligence and Network Applications, 2020

2019
OpinionML - Opinion Markup Language for Sentiment Representation.
Symmetry, 2019

Heartbeat Sound Signal Classification Using Deep Learning.
Sensors, 2019

An Advanced Algorithm for Higher Network Navigation in Social Internet of Things Using Small-World Networks.
Sensors, 2019

Tweets Classification on the Base of Sentiments for US Airline Companies.
Entropy, 2019

Product reputation mining: bring informative review summaries to producers and consumers.
Comput. Sci. Inf. Syst., 2019

Soccer Video Summarization Using Deep Learning.
Proceedings of the 2nd IEEE Conference on Multimedia Information Processing and Retrieval, 2019

Artificial Intelligence based Camera Calibration.
Proceedings of the 15th International Wireless Communications & Mobile Computing Conference, 2019

2018
Automated Essay Scoring: A Siamese Bidirectional LSTM Neural Network Architecture.
Symmetry, 2018

Multilevel Data Processing Using Parallel Algorithms for Analyzing Big Data in High-Performance Computing.
Int. J. Parallel Program., 2018

Toward modeling and optimization of features selection in Big Data based social Internet of Things.
Future Gener. Comput. Syst., 2018

Community Detection and Mining Using Complex Networks Tools in Social Internet of Things.
Proceedings of the TENCON 2018, 2018

2017
Prognosis Essay Scoring and Article Relevancy Using Multi-Text Features and Machine Learning.
Symmetry, 2017

Global mapping of artificial intelligence in Google and Google Scholar.
Scientometrics, 2017

Erratum to: Detecting fraudulent labeling of rice samples using computer vision and fuzzy knowledge.
Multim. Tools Appl., 2017

Detecting fraudulent labeling of rice samples using computer vision and fuzzy knowledge.
Multim. Tools Appl., 2017

PCR*-Tree: PCM-Aware R*-Tree.
J. Inf. Sci. Eng., 2017

Controversy detection in Wikipedia using semantic dissimilarity.
Inf. Sci., 2017

R-Tree for phase change memory.
Comput. Sci. Inf. Syst., 2017

2016
Proving ground for social network analysis in the emerging research area "Internet of Things" (IoT).
Scientometrics, 2016

2015
PB<sup>+</sup>-Tree: PCM-Aware B<sup>+</sup>-Tree.
IEEE Trans. Knowl. Data Eng., 2015

A Multi-resolution Port Scan Detection Technique for High-speed Networks.
J. Inf. Sci. Eng., 2015

LDA topics: Representation and evaluation.
J. Inf. Sci., 2015

2014
A case study for understanding the nature of redundant entities in bibliographic digital libraries.
Program, 2014

Gathering Web Pages of Entities with High Precision.
J. Web Eng., 2014

Discriminative and deterministic approaches towards entity resolution.
J. Intell. Inf. Syst., 2014

2013
PTL: PRAM translation layer.
Microprocess. Microsystems, 2013

2012
A hybrid SSD with PRAM and NAND Flash memory.
Microprocess. Microsystems, 2012

Mitigating ARP Poisoning-based Man-in-the-Middle Attacks in Wired or Wireless LAN.
EURASIP J. Wirel. Commun. Netw., 2012

2011
Study of the performance impact of a cache buffer in solid-state disks.
Microprocess. Microsystems, 2011

Joint power rate allocation for minimum mean transmission delay in cellular cdma downlink.
IET Commun., 2011

Optimal Scheduler with Simplified Queue Structure for Multi-Channel Wireless Networks.
IEEE Commun. Lett., 2011

2010
A Superscalar software architecture model for Multi-Core Processors (MCPs).
J. Syst. Softw., 2010

2008
Coscheduled distributed-Web servers on system area network.
J. Parallel Distributed Comput., 2008

2007
An SSL Back-End Forwarding Scheme in Cluster-Based Web Servers.
IEEE Trans. Parallel Distributed Syst., 2007

A comprehensive performance and energy consumption analysis of scheduling alternatives in clusters.
J. Supercomput., 2007

Performance Comparison of Coscheduling Algorithms for Non-Dedicated Clusters Through a Generic Framework.
Int. J. High Perform. Comput. Appl., 2007

2005
A multi-threaded PIPELINED Web server architecture for SMP/SoC machines.
Proceedings of the 14th international conference on World Wide Web, 2005

Improving Performance of Cluster-based Secure Application Servers with User-level Communication.
Proceedings of the 21st International Conference on Data Engineering, 2005

A Load Balancing Scheme for Cluster-based Secure Network Servers.
Proceedings of the 2005 IEEE International Conference on Cluster Computing (CLUSTER 2005), September 26, 2005

Exploiting NIC Memory for Improving Cluster-Based Webserver Performance.
Proceedings of the 2005 IEEE International Conference on Cluster Computing (CLUSTER 2005), September 26, 2005

2004
Coscheduling in Clusters: Is It a Viable Alternative?
Proceedings of the ACM/IEEE SC2004 Conference on High Performance Networking and Computing, 2004

Improving Response Time in Cluster-Based Web Servers through Coscheduling.
Proceedings of the 18th International Parallel and Distributed Processing Symposium (IPDPS 2004), 2004

2003
Impact of Job Allocation Strategies on Communication-Driven Coscheduling in Clusters.
Proceedings of the Euro-Par 2003. Parallel Processing, 2003

Co-Ordinated Coscheduling in Time-Sharing Clusters through a Generic Framework.
Proceedings of the 2003 IEEE International Conference on Cluster Computing (CLUSTER 2003), 2003


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