JoWUA

Volume 14

Key Frame Extraction Based on Real-Time Person Availability Using YOLO

Authors: S. Bharathi, M. Senthilarasi and K. Hari

DOI: 10.58346/JOWUA.2023.I2.003

Pages: 31-40

Keywords: Key Frame, Surveillance Video, Absolute Difference, Entropy, Optical Flow, Yolo.

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Efficient Hybrid CNN Method to Classify the Liver Diseases

Authors: Venugopal Reddy Modhugu

DOI: 10.58346/JOWUA.2023.I3.004

Pages: 36-47

Keywords: Liver Disease, Hybrid CNN, Metabolism, Deep Learning, Fully Convolutional Network, Classification.

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Location Aware DFS Scheduling Based Improved Quality of Service Maximization with IoT Devices in Cloud

Authors: G. John Samuel Babu and M. Baskar

DOI: 10.58346/JOWUA.2023.I1.003

Pages: 37-49

Keywords: Location Service, Scheduling, Smart Devices, Cloud Computing, LADFS-QM, QoS Maximization.

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Facial Skin Type Detection for Race Classification using Convolutional Neural Network and Haar Cascade Method

Authors: I Indriyani, Ida Ayu Dwi Giriantari, Made Sudarma and I Made Oka Widyantara

DOI: 10.58346/JOWUA.2023.I2.004

Pages: 41-58

Keywords: Convolutional Neural Network, CNNs, Haar Cascade, T-Region, U-Region.

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Intelligence System towards Identify Weeds in Crops and Vegetables Plantation Using Image Processing and Deep Learning Techniques

Authors: K. Veerasamy and E.J. Thomson Fredrik

DOI: 10.58346/JOWUA.2023.I4.004

Pages: 45-59

Keywords: CenterNet, Segmentation, Classification, Weed Identification, Chromosome, Crops, Plantations, Crossover, Mutation.

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Multidirectional Trust-Based Security Mechanisms for Sinkhole Attack Detection in the RPL Routing Protocol for Internet of Things

Authors: Sopha Khoeurt, Chakchai So-In, Pakarat Musikawan and Phet Aimtongkham

DOI: 10.58346/JOWUA.2023.I3.005

Pages: 48-76

Keywords: Sinkhole Attack, RPL Attack, IoT, Fuzzy Logic System, Subjective Logic

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Implementation of Feature Selection and Data Split using Brute Force to Improve Accuracy

Authors: Mahmud Mustapa, Ummiati Rahmah, Pandu Adi Cakranegara, Winci Firdaus, Dendi Pratama and Robbi Rahim

DOI: 10.58346/JOWUA.2023.I1.004

Pages: 50-59

Keywords: Classification, Feature Selection, Brute Force, YouTube Spam Collection, Naive Bayes.

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A Novel Approach to Predict the Early Childhood Special Education Learning Skills of Autistic Children Using Ensemble Machine Learning

Authors: Dr. Yolvi J. Ocaña-Fernández, Dr. Walter Gómez-Gonzales, Dr. Luis Alex Valenzuela Fernández, Dr. Segundo Pio Vásquez Ramos, Dr. Huguette Fortunata Dueñas Zúñiga, Dr. Jackeline Roxana Huaman Fernandez and Dr. Marco Antonio Amapanqui Broncano

DOI: 10.58346/JOWUA.2023.I2.005

Pages: 59-65

Keywords: Learning Disabilities, Diagnosis, ASD, Multinomial NB, Logistic Regression (LR) and SVM.

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An Ensemble-based Machine Learning Model for Investigating Children Interaction with Robots in Childhood Education

Authors: Doris Fuster-Guillén, Oscar Gustavo Guadalupe Zevallos, Juan Sánchez Tarrillo, Silvia Josefina Aguinaga Vasquez, Miguel A. Saavedra-López and Ronald M. Hernández

DOI: 10.58346/JOWUA.2023.I1.005

Pages: 60-68

Keywords: Artificial Intelligence, Childhood Education, Multimodal Data, Ensemble ML.

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Fuzzy Support Vector Machine Based Outlier Detection for Financial Credit Score Prediction System

Authors: R. Ramesh and M. Jeyakarthic

DOI: 10.58346/JOWUA.2023.I4.005

Pages: 60-73

Keywords: Credit Score Prediction, Outlier Detection, Support Vector Machine, K Means Clustering, Fuzzy.

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