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Home > Archives > Vol 12, No 2

DOI: http://doi.org/10.11591/ijai.v12.i2

Table of Contents

Artificial intelligence: the major role it played in the management of healthcare during COVID-19 pandemic Tabrez Uz Zaman, Elaf Khalid Alharbi, Aeshah Salem Bawazeer, Ghala Abdullah Algethami, Leen Abdullah Almehmadi, Taif Muhammed Alshareef, Yasmin Awwadh Alotaibi, Hosham Mohammed Osman Karar

PDF 505-513

Automated invoice data extraction using image processing Akanksh Aparna Manjunath, Manjunath Sudhakar Nayak, Santhanam Nishith, Satish Nitin Pandit, Shreyas Sunkad, Pratiba Deenadhayalan, Shobha Gangadhara

PDF 514-521

A review of factors that impact the design of a glove based wearable devices Soly Mathew Biju, Obada Al Khatib, Hashir Zahid Sheikh

PDF 522-531

Stability of classification performance on an adaptive neuro fuzzy inference system for disease complication prediction Sri Kusumadewi, Linda Rosita, Elyza Gustri Wahyuni

PDF 532-542

An adjustment degree of fitting on fuzzy linear regression model toward manufacturing income Nurfarawahida Ramly, Mohd Saifullah Rusiman, Muhammad Ammar Shafi, Suparman .S, Firdaus Mohamad Hamzah, Ozlem Gurunlu Alma

PDF 543-551

Masking preprocessing in transfer learning for damage building detection Hapnes Toba, Hendra Bunyamin, Juan Elisha Widyaya, Christian Wibisono, Lucky Surya Haryadi

PDF 552-559

Neural network-based pH and coagulation adjustment system in water treatment Oscar Ivan Vargas Mora, Daiam Camilo Parrado Nieto, Jairo David Cuero Ortega, Javier Eduardo Martinez Baquero, Robinson Jimenez Moreno

PDF 560-567

An application of Vietnamese handwriting text recognition for information extraction from high school admission form Pham The Bao, Le Tran Anh Dang, Nguyen Duy Tam, Nguyen Nhat Truong, Pham Cung Le Thien Vu, Trinh Tan Dat

PDF 568-576

An image-based convolutional neural network system for road defects detection Mohamed Anis Benallal, Mustapha Si Tayeb

PDF 577-584

Deep learning speech recognition for residential assistant robot Robinson Jiménez-Moreno, Ricardo A. Castillo

PDF 585-592

Information system based on multi-value classification of fully connected neural network for construction management Tetyana Honcharenko, Roman Akselrod, Andrii Shpakov, Oleksandr Khomenko

PDF 593-601

Classification of dances using AlexNet, ResNet18 and SqueezeNet1_0 Khalif Amir Zakry, Irwandi Hipiny, Hamimah Ujir

PDF 602-609

Deep convolutional neural networks-based features for Indonesian large vocabulary speech recognition Hilman F. Pardede, Purwoko Adhi, Vicky Zilvan, Ade Ramdan, Dikdik Krisnandi

PDF 610-617

Multi-channel of electroencephalogram signal in multivariable brain-computer interface Esmeralda Contessa Djamal, Dimas Andhika Sury

PDF 618-626

A hybrid approach for face recognition using a convolutional neural network combined with feature extraction techniques Hicham Benradi, Ahmed Chater, Abdelali Lasfar

PDF 627-640

Classification of semantic segmentation using fully convolutional networks based unmanned aerial vehicle application Shouket Abdulrahman Ahmed, Hazry Desa, Abadal-Salam T. Hussain

PDF 641-647

New approach for selecting multi-point relays in the optimized link state routing protocol using self-organizing map artificial neural network: OLSR-SOM Omar Barki, Zouhair Guennoun, Adnane Addaim

PDF 648-655

An improved artificial bee colony with perturbation operators in scout bees’ phase for solving vehicle routing problem with time windows Salah Mortada, Yuhanis Yusof

PDF 656-666

A collaborated genetic with lion optimization algorithms for improving the quality of forwarding in a vehicular ad-hoc network Sami Abduljabbar Rashid, Mustafa Maad Hamdi, Lukman Audah, Mohammed Ahmed Jubair, Mustafa Hamid Hassan, Mohammed Salah Abood, Salama A. Mostafa

PDF 667-677

Multi-objective load balancing in cloud infrastructure through fuzzy based decision making and genetic algorithm based optimization Neema George, Anoop Balakrishnan Kadan, Vinodh P. Vijayan

PDF 678-685

Robustness enhancement study of augmented positive identification controller by a sigmoid function Abbas H. Issa, Sarab A. Mahmood, Abdulrahim T. Humod, Nihad M. Ameen

PDF 686-695

An efficient security analysis of bring your own device Pullagura Soubhagyalakshmi, Kalli Satyanarayan Reddy

PDF 696-703

Cross-checked screening application for reliable categorisation of familial hypercholesterolaemia: design and development of the prototype Marshima Mohd Rosli, Muthukkaruppan Annamalai, Noor Alicezah Mohd Kasim, Chua Yung-An, Hapizah Mohd Nawawi

PDF 704-713

A high frame-rate of cell-based histogram-oriented gradients human detector architecture implemented in field programmable gate arrays Syifaul Fuada, Trio Adiono, Hans Kasan

PDF 714-730

K-means clustering analysis and multiple linear regression model on household income in Malaysia Gan Pei Yee, Mohd Saifullah Rusiman, Shuhaida Ismail, Suparman Suparman, Firdaus Mohamad Hamzah, Muhammad Ammar Shafi

PDF 731-738

Dialect classification using acoustic and linguistic features in Arabic speech Mohammad Ali Humayun, Hayati Yassin, Pg Emeroylariffion Abas

PDF 739-746

An investigation of wine quality testing using machine learning techniques Sathishkumar Mani, Reshmy Avanavalappil Krishnankutty, Sabaria Swaminathan, Prasannavenkatesan Theerthagiri

PDF 747-754

Query expansion based on modified Concept2vec model using resource description framework knowledge graphs Sarah Dahir, Abderrahim El Qadi

PDF 755-764

Design and implementation of the web (extract, transform, load) process in data warehouse application Seddiq Q. Abd Al-Rahman, Ekram H. Hasan, Ali Makki Sagheer

PDF 765-775

Hypertension prediction using machine learning algorithm among Indonesian adults Rico Kurniawan, Budi Utomo, Kemal N. Siregar, Kalamullah Ramli, Besral Besral, Ruddy J. Suhatril, Okky Assetya Pratiwi

PDF 776-784

Location-aware hybrid microscopic routing scheme for mobile opportunistic network Shobha R. Bharamagoudar, Shivakumar V. Saboji

PDF 785-793

Innovations in t-way test creation based on a hybrid hill climbing-greedy algorithm Heba Mohammed Fadhil, Mohammed Abdullah, Mohammed Younis

PDF 794-805

Machine learning classifiers for detection of glaucoma Reshma Verma, Lakshmi Shrinivasan, Basvaraj Hiremath

PDF 806-814

Thai Hom Mali rice grading using machine learning and deep learning approaches Akara Thammastitkul, Jitsanga Petsuwan

PDF 815-822

Effect of word embedding vector dimensionality on sentiment analysis through short and long texts Mohamed Chiny, Marouane Chihab, Abdelkarim Ait Lahcen, Omar Bencharef, Younes Chihab

PDF 823-830

Predicting students’ academic performance using e-learning logs Malak Abdullah, Mahmoud Al-Ayyoub, Farah Shatnawi, Saif Rawashdeh, Rob Abbott

PDF 831-839

Iban plaited mat motif classification with adaptive smoothing Silvia Joseph, Irwandi Hipiny, Hamimah Ujir

PDF 840-850

Cuckoo search algorithm for construction site layout planning Meilinda Fitriani Nur Maghfiroh, Anak Agung Ngurah Perwira Redi, Janice Ong, Muhamad Rausyan Fikri

PDF 851-860

Architecting a machine learning pipeline for online traffic classification in software defined networking using spark Sama Salam Samaan, Hassan Awheed Jeiad

PDF 861-873

BMSP-ML: big mart sales prediction using different machine learning techniques Rao Faizan Ali, Amgad Muneer, Ahmed Almaghthawi, Amal Alghamdi, Suliman Mohamed Fati, Ebrahim Abdulwasea Abdullah Ghaleb

PDF 874-883

Insights on assessing image processing approaches towards health status of plant leaf using machine learning Harsha Raju, Veena Kalludi Narasimhaiah

PDF 884-891

Hybrid Forex prediction model using multiple regression, simulated annealing, reinforcement learning and technical analysis Hana Jamali, Younes Chihab, Iván García-Magariño, Omar Bencharef

PDF 892-911

Product defect detection based on convolutional autoencoder and one-class classification Meryem Chaabi, Mohamed Hamlich, Moncef Garouani

PDF 912-920

Facial expression recognition of masked faces using deep learning Boutaina Hdioud, Mohammed El Haj Tirari

PDF 921-930

Deep learning based object detection in nailfold capillary images Suma Kuncha Venkatapathiah, Sethu Selvi Selvan, Pranav Nanda, Manisha Shetty, Vikas Mallikarjuna Swamy, Kushagra Awasthi

PDF 931-942

Modeling of an artificial intelligence based enterprise callbot with natural language processing and machine learning algorithms Imad Aattouri, Hicham Mouncif, Mohamed Rida

PDF 943-955

Combating propaganda texts using transfer learning Malak Abdullah, Dia Abujaber, Ahmed Al-Qarqaz, Rob Abbott, Mirsad Hadzikadic

PDF 956-965

Spectrum sensing using 16-QAM and 32-QAM modulation techniques at different signal-to-noise ratio: a performance analysis Neha Chaudhary, Rashima Mahajan

PDF 966-973

Using skeleton model to recognize human gait gender Omar Ibrahim Alsaif, Saba Qasim Hasan, Abdulrafa Hussain Maray

PDF 974-983

Evaluation of massive multiple-input multiple-output communication performance under a proposed improved minimum mean squared error precoding Dheyaa Jasim Kadhim, Muna Hadi Saleh, Sadiq Jassim Abou-Loukh

PDF 984-994