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Gyu Sang Choi
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2020 – today
- 2024
- [j104]Rahman Shafique
, Furqan Rustam
Advancing Autonomous Vehicle Safety: Machine Learning to Predict Sensor-Related Accident Severity. IEEE Access 12: 25933-25948 (2024) - [j103]Muhammad Asad Arshed
Img2Side: A Transfer Learning Based Model for Predicting Drug Side Effects Using 2D Chemical Structural Images. IEEE Access 12: 50184-50201 (2024) - [j102]Syeda Fiza Rubab
FireDetXplainer: Decoding Wildfire Detection With Transparency and Explainable AI Insights. IEEE Access 12: 52378-52389 (2024) - [j101]Farhan Amin
City Hotspot Identification Using Smart Cyber-Physical Social System. IEEE Access 12: 60556-60567 (2024) - [j100]Faizan Ullah
Deep Trust: A Novel Framework for Dynamic Trust and Reputation Management in the Internet of Things (IoT)-Based Networks. IEEE Access 12: 87407-87419 (2024) - [j99]Izaz Ahmad Khan
Big Data Analytics Model Using Artificial Intelligence (AI) and 6G Technologies for Healthcare. IEEE Access 12: 97924-97937 (2024) - [j98]Mui-Zzud-Din, Khwaja Tahseen Ahmed, Furqan Rustam, Arif Mehmood, Imran Ashraf
Predicting skin cancer melanoma using stacked convolutional neural networks model. Multim. Tools Appl. 83(4): 9503-9522 (2024) - [j97]Saima Khosa, Furqan Rustam, Arif Mehmood, Gyu Sang Choi, Imran Ashraf
Incorporating Word Embedding and Hybrid Model Random Forest Softmax Regression for Predicting News Categories. Multim. Tools Appl. 83(11): 31279-31295 (2024) - [j96]Sajjad Hussain, Waqar Aslam, Arif Mehmood, Gyu Sang Choi, Imran Ashraf:
A machine learning based framework for IoT devices identification using web traffic. PeerJ Comput. Sci. 10: e1834 (2024) - [c15]Rahman Shafique, Furqan Rustam, Gyu Sang Choi, Anca Delia Jurcut:
Enhancing In-Vehicle Network Security Against AI-Generated Cyberattacks Using Machine Learning. WCNC 2024: 1-6 - 2023
- [j95]Rahman Shafique
Role of Artificial Intelligence in Online Education: A Systematic Mapping Study. IEEE Access 11: 52570-52584 (2023) - [j94]Ghazala Rafiq
Spectral Representation Learning and Fusion for Autonomous Vehicles Trip Description Exploiting Recurrent Transformer. IEEE Access 11: 61437-61452 (2023) - [j93]Muhammad Nazir, Arif Mehmood
A Multi-Goal Particle Swarm Optimizer for Test Case Prioritization. IEEE Access 11: 90683-90697 (2023) - [j92]Isra Naz
Quantum Mechanism-Based Convolution Model for the Classification of Pathogenic Bacteria. IEEE Access 11: 137747-137757 (2023) - [j91]Abdu Salam
Efficient Data Collaboration Using Multi-Party Privacy Preserving Machine Learning Framework. IEEE Access 11: 138151-138164 (2023) - [j90]Ghazala Rafiq, Muhammad Rafiq
Video description: A comprehensive survey of deep learning approaches. Artif. Intell. Rev. 56(11): 13293-13372 (2023) - [j89]Muhammad Umer
Impact of convolutional neural network and FastText embedding on text classification. Multim. Tools Appl. 82(4): 5569-5585 (2023) - 2022
- [j88]Muhammad Rafiq
SSNO: Spatio-Spectral Neural Operator for Functional Space Learning of Partial Differential Equations. IEEE Access 10: 15084-15095 (2022) - [j87]Muhammad Rafiq
DSFA-PINN: Deep Spectral Feature Aggregation Physics Informed Neural Network. IEEE Access 10: 22247-22259 (2022) - [j86]Mirza Abdur Razzaq, Javed Ahmad Mahar, Arif Mehmood
Simulation and Assessment of Vertical Scaling for a Smart Campus Environment Using the Internet of Things. IEEE Access 10: 96322-96330 (2022) - [j85]Amna Altaf
Deep Learning Based Cross Domain Sentiment Classification for Urdu Language. IEEE Access 10: 102135-102147 (2022) - [j84]Ghazala Rafiq
DeepRide: Dashcam Video Description Dataset for Autonomous Vehicle Location-Aware Trip Description. IEEE Access 10: 107361-107375 (2022) - [j83]Muhammad Umer
COVINet: a convolutional neural network approach for predicting COVID-19 from chest X-ray images. J. Ambient Intell. Humaniz. Comput. 13(1): 535-547 (2022) - [j82]Muhammad Saqlain Rehan, Furqan Rustam
Employees reviews classification and evaluation (ERCE) model using supervised machine learning approaches. J. Ambient Intell. Humaniz. Comput. 13(6): 3119-3136 (2022) - [j81]Nasir Jalal, Arif Mehmood, Gyu Sang Choi, Imran Ashraf:
A novel improved random forest for text classification using feature ranking and optimal number of trees. J. King Saud Univ. Comput. Inf. Sci. 34(6 Part A): 2733-2742 (2022) - [j80]Furqan Rustam
Automated disease diagnosis and precaution recommender system using supervised machine learning. Multim. Tools Appl. 81(22): 31929-31952 (2022) - [j79]Muhammad Zaid Naeem, Furqan Rustam
Classification of movie reviews using term frequency-inverse document frequency and optimized machine learning algorithms. PeerJ Comput. Sci. 8: e914 (2022) - [j78]Hema Naga Sai Sudha Jagarlapudi, Sunho Lim
Drone Helps Privacy: Sky Caching Assisted $k$-Anonymity in Spatial Querying. IEEE Syst. J. 16(4): 6360-6370 (2022) - [j77]Samhith Reddy Chinthi-Reddy
DarkSky: Privacy-preserving target tracking strategies using a flying drone. Veh. Commun. 35: 100459 (2022) - 2021
- [j76]Fatima El Barakaz
Minimizing the Overlapping Degree to Improve Class-Imbalanced Learning Under Sparse Feature Selection: Application to Fraud Detection. IEEE Access 9: 28101-28110 (2021) - [j75]Muhammad Assam
An Efficient Classification of MRI Brain Images. IEEE Access 9: 33313-33322 (2021) - [j74]Furqan Rustam
Wireless Capsule Endoscopy Bleeding Images Classification Using CNN Based Model. IEEE Access 9: 33675-33688 (2021) - [j73]Khawaja Tehseen Ahmed
Maximum Response Deep Learning Using Markov, Retinal & Primitive Patch Binding With GoogLeNet & VGG-19 for Large Image Retrieval. IEEE Access 9: 41934-41957 (2021) - [j72]Mirza Abdur Razzaq
Hybrid Auto-Scaled Service-Cloud-Based Predictive Workload Modeling and Analysis for Smart Campus System. IEEE Access 9: 42081-42089 (2021) - [j71]Saima Sadiq
Classification of β-Thalassemia Carriers From Red Blood Cell Indices Using Ensemble Classifier. IEEE Access 9: 45528-45538 (2021) - [j70]Saima Sadiq
Correction to "Classification of β-Thalassemia Carriers From Red Blood Cell Indices Using Ensemble Classifier". IEEE Access 9: 55311 (2021) - [j69]Khawaja Tehseen Ahmed
Symmetric Image Contents Analysis and Retrieval Using Decimation, Pattern Analysis, Orientation, and Features Fusion. IEEE Access 9: 57215-57242 (2021) - [j68]Farhan Amin
Advanced Service Search Model for Higher Network Navigation Using Small World Networks. IEEE Access 9: 70584-70595 (2021) - [j67]Rockson Agyeman
Optimizing Spatiotemporal Feature Learning in 3D Convolutional Neural Networks With Pooling Blocks. IEEE Access 9: 70797-70805 (2021) - [j66]Vaibhav Rupapara, Furqan Rustam
Impact of SMOTE on Imbalanced Text Features for Toxic Comments Classification Using RVVC Model. IEEE Access 9: 78621-78634 (2021) - [j65]Eysha Saad
Determining the Efficiency of Drugs Under Special Conditions From Users' Reviews on Healthcare Web Forums. IEEE Access 9: 85721-85737 (2021) - [j64]Imran Shafi, Sadia Din, Zahid Hussain, Imran Ashraf, Gyu Sang Choi:
Adaptable Reduced-Complexity Approach Based on State Vector Machine for Identification of Criminal Activists on Social Media. IEEE Access 9: 95456-95468 (2021) - [j63]Muhammad Rafiq
Video Description: Datasets & Evaluation Metrics. IEEE Access 9: 121665-121685 (2021) - [j62]Hafiz Raza ur Rehman, Byung-Won On
QSOD: Hybrid Policy Gradient for Deep Multi-agent Reinforcement Learning. IEEE Access 9: 129728-129741 (2021) - [j61]Byung-Won On
Efficient Sentiment-Aware Web Crawling Methods for Constructing Sentiment Dictionary. IEEE Access 9: 161208-161223 (2021) - [j60]Sinan Najamaldeen Azzah, Sadia Din
Resolving Energy Consumption Issues and Spectrum Allocation for Future Broadband Networks. IEEE Access 9: 166071-166080 (2021) - [j59]Muhammad Umer
Sentiment analysis of tweets using a unified convolutional neural network-long short-term memory network model. Comput. Intell. 37(1): 409-434 (2021) - [j58]Furqan Rustam
Review prognosis system to predict employees job satisfaction using deep neural network. Comput. Intell. 37(2): 924-950 (2021) - [j57]Aijaz Ahmad Reshi, Furqan Rustam
An Efficient CNN Model for COVID-19 Disease Detection Based on X-Ray Image Classification. Complex. 2021: 6621607:1-6621607:12 (2021) - [j56]Saima Sadiq
Aggression detection through deep neural model on Twitter. Future Gener. Comput. Syst. 114: 120-129 (2021) - [j55]Abid Ishaq
Extensive hotel reviews classification using long short term memory. J. Ambient Intell. Humaniz. Comput. 12(10): 9375-9385 (2021) - [j54]Guoxi Liang
A text GAN framework for creative essay recommendation. Knowl. Based Syst. 232: 107501 (2021) - [j53]Aijaz Ahmad Reshi
Diagnosis of vertebral column pathologies using concatenated resampling with machine learning algorithms. PeerJ Comput. Sci. 7: e547 (2021) - [j52]Ramish Jamil, Imran Ashraf
Detecting sarcasm in multi-domain datasets using convolutional neural networks and long short term memory network model. PeerJ Comput. Sci. 7: e645 (2021) - 2020
- [j51]Zainab Imtiaz
Duplicate Questions Pair Detection Using Siamese MaLSTM. IEEE Access 8: 21932-21942 (2020) - [j50]Furqan Rustam
Classification of Shopify App User Reviews Using Novel Multi Text Features. IEEE Access 8: 30234-30244 (2020) - [j49]Mobeen Shahroz
IoT-Based Smart Shopping Cart Using Radio Frequency Identification. IEEE Access 8: 68426-68438 (2020) - [j48]Khawaja Tehseen Ahmed
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 8: 90351-90379 (2020) - [j47]Muhammad Umer
A Novel Stacked CNN for Malarial Parasite Detection in Thin Blood Smear Images. IEEE Access 8: 93782-93792 (2020) - [j46]Furqan Rustam
COVID-19 Future Forecasting Using Supervised Machine Learning Models. IEEE Access 8: 101489-101499 (2020) - [j45]Farhan Amin
Hotspots Analysis Using Cyber-Physical-Social System for a Smart City. IEEE Access 8: 122197-122209 (2020) - [j44]Muhammad Umer
Fake News Stance Detection Using Deep Learning Architecture (CNN-LSTM). IEEE Access 8: 156695-156706 (2020) - [j43]Hira Kanwal
MSEF-ImgSeg: An Intelligent Algorithm for Multi Scale Exposure Fusion Using Image Segmentation and GGIF. IEEE Access 8: 166060-166070 (2020) - [j42]Sadia Din
Beaconless Traffic-Aware Geographical Routing Protocol for Intelligent Transportation System. IEEE Access 8: 187671-187686 (2020) - [j41]Mobeen Shahroz
RUTUT: Roman Urdu to Urdu Translator Based on Character Substitution Rules and Unicode Mapping. IEEE Access 8: 189823-189841 (2020) - [j40]Nadeem Iqbal Kajla
Additive Angular Margin Loss in Deep Graph Neural Network Classifier for Learning Graph Edit Distance. IEEE Access 8: 201752-201761 (2020) - [j39]M. Junaid Aslam
Defining Service-Oriented Trust Assessment for Social Internet of Things. IEEE Access 8: 206459-206473 (2020) - [j38]Furqan Rustam
Sensor-Based Human Activity Recognition Using Deep Stacked Multilayered Perceptron Model. IEEE Access 8: 218898-218910 (2020) - [j37]Furqan Rustam
Predicting pulsar stars using a random tree boosting voting classifier (RTB-VC). Astron. Comput. 32: 100404 (2020) - [j36]Hyunkwang Shin, Byung-Won On, Ingyu Lee, Gyu Sang Choi:
Bucket-Sorted Hash Join. J. Inf. Sci. Eng. 36(1): 171-190 (2020) - [j35]Muhammad Rafiq
Scene Classification for Sports Video Summarization Using Transfer Learning. Sensors 20(6): 1702 (2020) - [j34]Mohammed Attik
Correction: OpinionML - Opinion Markup Language for Sentiment Representation. Symmetry 2019, 11, 545. Symmetry 12(2): 187 (2020) - [c14]Farhan Amin
Community Detection Based on Social Influence in Large Scale Networks. AINA Workshops 2020: 122-137 - [c13]Farhan Amin
Social Pal: A Combined Platform for Internet of Things and Social Networks. ICCCS 2020: 786-790 - [c12]Maqsood Ahmad
Mental Health App Reviews Analyzer (MHARA) Using Logistic Regression and Tri-Gram. SCDM 2020: 274-282
2010 – 2019
- 2019
- [j33]Zhehua Piao, Sang-Min Park, Byung-Won On, Gyu Sang Choi, Myong-Soon Park:
Product reputation mining: bring informative review summaries to producers and consumers. Comput. Sci. Inf. Syst. 16(2): 359-380 (2019) - [j32]Furqan Rustam
Tweets Classification on the Base of Sentiments for US Airline Companies. Entropy 21(11): 1078 (2019) - [j31]Farhan Amin
An Advanced Algorithm for Higher Network Navigation in Social Internet of Things Using Small-World Networks. Sensors 19(9): 2007 (2019) - [j30]Ali Raza
Heartbeat Sound Signal Classification Using Deep Learning. Sensors 19(21): 4819 (2019) - [j29]Mohammed Attik, Malik Muhammad Saad Missen
OpinionML - Opinion Markup Language for Sentiment Representation. Symmetry 11(4): 545 (2019) - [c11]Syed Navid Raza, Hafiz Raza ur Rehman, Suk Gyu Lee, Gyu Sang Choi:
Artificial Intelligence based Camera Calibration. IWCMC 2019: 1564-1569 - [c10]Rockson Agyeman
Soccer Video Summarization Using Deep Learning. MIPR 2019: 270-273 - 2018
- [j28]Awais Ahmad, Murad Khan, Anand Paul
Toward modeling and optimization of features selection in Big Data based social Internet of Things. Future Gener. Comput. Syst. 82: 715-726 (2018) - [j27]Awais Ahmad, Anand Paul
Multilevel Data Processing Using Parallel Algorithms for Analyzing Big Data in High-Performance Computing. Int. J. Parallel Program. 46(3): 508-527 (2018) - [j26]Guoxi Liang
Automated Essay Scoring: A Siamese Bidirectional LSTM Neural Network Architecture. Symmetry 10(12): 682 (2018) - [c9]Farhan Amin
Community Detection and Mining Using Complex Networks Tools in Social Internet of Things. TENCON 2018: 2086-2091 - 2017
- [j25]Elkhan Jabarov, Byung-Won On, Gyu Sang Choi, Myong-Soon Park:
R-Tree for phase change memory. Comput. Sci. Inf. Syst. 14(2): 347-367 (2017) - [j24]Muhammad Zeeshan Jhandir, Tenvir Ali, Byung-Won On, Ingyu Lee, Gyu Sang Choi:
Controversy detection in Wikipedia using semantic dissimilarity. Inf. Sci. 418: 581-600 (2017) - [j23]Elkhan Jabarov, Myong-Soon Park, Byung-Won On, Gyu Sang Choi:
PCR*-Tree: PCM-Aware R*-Tree. J. Inf. Sci. Eng. 33(5): 1359-1374 (2017) - [j22]Tenvir Ali, Muhammad Zeeshan Jhandir, Awais Ahmad, Murad Khan, Arif Ali Khan
Detecting fraudulent labeling of rice samples using computer vision and fuzzy knowledge. Multim. Tools Appl. 76(23): 24675-24704 (2017) - [j21]Tenvir Ali, Muhammad Zeeshan Jhandir, Awais Ahmad, Murad Khan, Arif Ali Khan
Erratum to: Detecting fraudulent labeling of rice samples using computer vision and fuzzy knowledge. Multim. Tools Appl. 76(23): 24705-24706 (2017) - [j20]Muhammad Omar
Global mapping of artificial intelligence in Google and Google Scholar. Scientometrics 113(3): 1269-1305 (2017) - [j19]Arif Mehmood, Byung-Won On, Ingyu Lee, Gyu Sang Choi:
Prognosis Essay Scoring and Article Relevancy Using Multi-Text Features and Machine Learning. Symmetry 9(1): 11 (2017) - 2016
- [j18]Arif Mehmood, Gyu Sang Choi, Otto F. von Feigenblatt
Proving ground for social network analysis in the emerging research area "Internet of Things" (IoT). Scientometrics 109(1): 185-201 (2016) - 2015
- [j17]Muhammad Omar
LDA topics: Representation and evaluation. J. Inf. Sci. 41(5): 662-675 (2015) - [j16]Hwashin Moon, Sungwon Yi, Gyu Sang Choi, Yong-Sung Jeon, Joengnyeo Kim:
A Multi-resolution Port Scan Detection Technique for High-speed Networks. J. Inf. Sci. Eng. 31(5): 1613-1632 (2015) - [j15]Gyu Sang Choi, Byung-Won On, Ingyu Lee:
PB+-Tree: PCM-Aware B+-Tree. IEEE Trans. Knowl. Data Eng. 27(9): 2466-2479 (2015) - 2014
- [j14]Byung-Won On, Ingyu Lee, Gyu Sang Choi, Ho-Sik Park:
Discriminative and deterministic approaches towards entity resolution. J. Intell. Inf. Syst. 43(1): 101-127 (2014) - [j13]Byung-Won On, Muhammad Omar, Gyu Sang Choi, Junbeom Kwon:
Gathering Web Pages of Entities with High Precision. J. Web Eng. 13(5&6): 378-404 (2014) - [j12]Byung-Won On, Gyu Sang Choi, Soo-Mok Jung:
A case study for understanding the nature of redundant entities in bibliographic digital libraries. Program 48(3): 246-271 (2014) - 2013
- [j11]Gyu Sang Choi, Byung-Won On, Kwonhue Choi, Sungwon Yi
PTL: PRAM translation layer. Microprocess. Microsystems 37(1): 24-32 (2013) - 2012
- [j10]Seung Yeob Nam
Mitigating ARP Poisoning-based Man-in-the-Middle Attacks in Wired or Wireless LAN. EURASIP J. Wirel. Commun. Netw. 2012: 89 (2012) - [j9]Gyu Sang Choi, Ingyu Lee, Mankyu Sung, Choongjae Im:
A hybrid SSD with PRAM and NAND Flash memory. Microprocess. Microsystems 36(3): 257-266 (2012) - 2011
- [j8]Jin-Ghoo Choi, Gyu Sang Choi:
Optimal Scheduler with Simplified Queue Structure for Multi-Channel Wireless Networks. IEEE Commun. Lett. 15(9): 962-964 (2011) - [j7]Kwonhue Choi, Sooyoung Nam, Gyu Sang Choi:
Joint power rate allocation for minimum mean transmission delay in cellular cdma downlink. IET Commun. 5(11): 1530-1539 (2011) - [j6]Gyu Sang Choi, Byung-Won On:
Study of the performance impact of a cache buffer in solid-state disks. Microprocess. Microsystems 35(3): 359-369 (2011) - 2010
- [j5]Gyu Sang Choi, Chita R. Das:
A Superscalar software architecture model for Multi-Core Processors (MCPs). J. Syst. Softw. 83(10): 1823-1837 (2010)
2000 – 2009
- 2008
- [j4]Jin-Ha Kim, Gyu Sang Choi, Chita R. Das:
Coscheduled distributed-Web servers on system area network. J. Parallel Distributed Comput. 68(8): 1033-1043 (2008) - 2007
- [j3]Gyu Sang Choi, Saurabh Agarwal, Jin-Ha Kim, Chita R. Das, Andy B. Yoo:
Performance Comparison of Coscheduling Algorithms for Non-Dedicated Clusters Through a Generic Framework. Int. J. High Perform. Comput. Appl. 21(1): 91-105 (2007) - [j2]Gyu Sang Choi, Jin-Ha Kim, Deniz Ersoz, Andy B. Yoo, Chita R. Das:
A comprehensive performance and energy consumption analysis of scheduling alternatives in clusters. J. Supercomput. 40(2): 159-184 (2007) - [j1]Jin-Ha Kim, Gyu Sang Choi, Chita R. Das:
An SSL Back-End Forwarding Scheme in Cluster-Based Web Servers. IEEE Trans. Parallel Distributed Syst. 18(7): 946-957 (2007) - 2005
- [c8]Gyu Sang Choi, Jin-Ha Kim, Deniz Ersoz, Mazin S. Yousif, Chita R. Das:
Exploiting NIC Memory for Improving Cluster-Based Webserver Performance. CLUSTER 2005: 1-10 - [c7]Jin-Ha Kim, Gyu Sang Choi, Chita R. Das:
A Load Balancing Scheme for Cluster-based Secure Network Servers. CLUSTER 2005: 1-10 - [c6]Jin-Ha Kim, Gyu Sang Choi, Chita R. Das:
Improving Performance of Cluster-based Secure Application Servers with User-level Communication. ICDE 2005: 549-550 - [c5]Gyu Sang Choi, Jin-Ha Kim, Deniz Ersoz, Chita R. Das:
A multi-threaded PIPELINED Web server architecture for SMP/SoC machines. WWW 2005: 730-739 - 2004
- [c4]Jin-Ha Kim, Gyu Sang Choi, Deniz Ersoz, Chita R. Das:
Improving Response Time in Cluster-Based Web Servers through Coscheduling. IPDPS 2004 - [c3]Gyu Sang Choi, Jin-Ha Kim, Deniz Ersoz, Andy B. Yoo, Chita R. Das:
Coscheduling in Clusters: Is It a Viable Alternative? SC 2004: 16 - 2003
- [c2]Saurabh Agarwal, Gyu Sang Choi, Chita R. Das, Andy B. Yoo, Shailabh Nagar:
Co-Ordinated Coscheduling in Time-Sharing Clusters through a Generic Framework. CLUSTER 2003: 84-91 - [c1]Gyu Sang Choi, Saurabh Agarwal, Jin-Ha Kim, Andy B. Yoo, Chita R. Das:
Impact of Job Allocation Strategies on Communication-Driven Coscheduling in Clusters. Euro-Par 2003: 160-168
Coauthor Index
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