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Home > Archives > Vol 11, No 3

DOI: http://doi.org/10.11591/ijai.v11.i3

Table of Contents

Brainstorm on artificial intelligence applications and evaluation of their commercial impact Elvezia Maria Cepolina, Francesco Cepolina, Guido Ferla

PDF 799-808

A smart traffic light using a microcontroller based on the fuzzy logic Desmira Desmira, Mustofa Abi Hamid, Norazhar Abu Bakar, Muhammad Nurtanto, Sunardi Sunardi

PDF 809-818

Four inputs-one output fuzzy logic system for washing machine Nurain Zulaikha Husin, Muhammad Zaini Ahmad, Mustafa Mamat

PDF 819-825

Optimization of agricultural product storage using real-coded genetic algorithm based on sub-population determination Wayan Firdaus Mahmudy, Nindynar Rikatsih, Syafrial Syafrial

PDF 826-835

Microstrip antenna optimization using evolutionary algorithms Kalpa Ranjan Behera, Surender Reddy Salkuti

PDF 836-842

A novel evolutionary optimization algorithm based solution approach for portfolio selection problem Mohammad Shahid, Mohd Shamim, Zubair Ashraf, Mohd Shamim Ansari

PDF 843-850

Integrating singular spectrum analysis and nonlinear autoregressive neural network for stock price forecasting Asmaa Y. Fathi, Ihab A. El-Khodary, Muhammad Saafan

PDF 851-858

Troop camouflage detection based on deep action learning Muslikhin Muslikhin, Aris Nasuha, Fatchul Arifin, Suprapto Suprapto, Anggun Winursito

PDF 859-871

Bio-inspired and deep learning approach for cerebral aneurysms prediction in healthcare environment Srividhya Srinivasa Raghavan, Arunachalam Arunachalam

PDF 872-877

Deep learning intrusion detection system for mobile ad hoc networks against flooding attacks Oussama Sbai, Mohamed Elboukhari

PDF 878-885

Deep learning-based modeling of second-hand ship prices in South Korea Changro Lee, Keyho Park

PDF 886-894

Abusive comment identification on Indonesian social media data using hybrid deep learning Tiara Intana Sari, Zalfa Natania Ardilla, Nur Hayatin, Ruhaila Maskat

PDF 895-904

Graph transformer for cross-lingual plagiarism detection Oumaima Hourrane, El Habib Benlahmar

PDF 905-915

A new approach to solve the of maximum constraint satisfaction problem Mohammed El Alaoui, Mohamed Ettaouil

PDF 916-922

The prediction of the oxygen content of the flue gas in a gas-fired boiler system using neural networks and random forest Nazrul Effendy, Eko David Kurniawan, Kenny Dwiantoro, Agus Arif, Nidlom Muddin

PDF 923-929

Coastal forest cover change detection using satellite images and convolutional neural networks in Vietnam Khanh Nguyen-Trong, Hoa Tran-Xuan

PDF 930-938

Improving prediction of plant disease using k-efficient clustering and classification algorithms Asraa Safaa Ahmed, Zainab Kadhm Obeas, Batool Abd Alhade, Refed Adnan Jaleel

PDF 939-948

A deep learning approach based defect visualization in pulsed thermography Sethu Selvi Selvan, Sharath Delanthabettu, Menaka Murugesan, Venkatraman Balasubramaniam, Sathvik Udupa, Tanvi Khandelwal, Touqeer Mulla, Varun Ittigi

PDF 949-960

Defense against adversarial attacks on deep convolutional neural networks through nonlocal denoising Sandhya Aneja, Nagender Aneja, Pg Emeroylariffion Abas, Abdul Ghani Naim

PDF 961-968

Return on investment framework for profitable crop recommendation system by using optimized multilayer perceptron regressor Surekha Janrao, Deven Shah

PDF 969-976

Pipe leakage detection system with artificial neural network Muhammad Iqmmal Rezzwan Radzman, Abd Kadir Mahamad, Siti Zarina Mohd Muji, Sharifah Saon, Mohd Anuaruddin Ahmadon, Shingo Yamaguchi, Muhammad Ikhsan Setiawan

PDF 977-985

Artificial intelligence in a communication system for air traffic controllers' emergency training Youssef Mnaoui, Aouatif Najoua, Hassan Ouajji

PDF 986-994

Hypergraph convolutional neural network-based clustering technique Loc H. Tran, Nguyen Trinh, Linh H. Tran

PDF 995-1003

Smart power consumption forecast model with optimized weighted average ensemble Alexander N. Ndife, Wattanapong Rakwichian, Paisarn Muneesawang, Yodthong Mensin

PDF 1004-1018

A real-time quantum-conscious multimodal option mining framework using deep learning Jamuna S. Murthy, Siddesh Gaddadevara Matt, Sri Krishna H. Venkatesh, Kedarnath R. Gubbi

PDF 1019-1025

Indonesian load prediction estimation using long short term memory Erliza Yuniarti, Siti Nurmaini, Bhakti Yudho Suprapto

PDF 1026-1032

Binary spider monkey algorithm approach for optimal siting of the phasor measurement unit for power system state estimation Suresh Babu Palepu, Manubolu Damodar Reddy

PDF 1033-1040

The feature extraction for classifying words on social media with the Naïve Bayes algorithm Arif Ridho Lubis, Mahyuddin Khairuddin Matyuso Nasution, Opim Salim Sitompul, Elviawaty Muisa Zamzami

PDF 1041-1048

Machine learning modeling of power delivery networks with varying decoupling capacitors Yeong Kang Liew, Nur Syazreen Ahmad, Azniza Abd Aziz, Patrick Goh

PDF 1049-1056

A text mining and topic modeling based bibliometric exploration of information science research Tipawan Silwattananusarn, Pachisa Kulkanjanapiban

PDF 1057-1065

An empirical study on machine learning algorithms for heart disease prediction Tsehay Admassu Assegie, Prasanna Kumar Rangarajan, Napa Komal Kumar, Dhamodaran Vigneswari

PDF 1066-1073

Hardware sales forecasting using clustering and machine learning approach Rani Puspita, Lili Ayu Wulandhari

PDF 1074-1084

A comprehensive analysis of consumer decisions on Twitter dataset using machine learning algorithms Vigneshwaran Pandi, Prasath Nithiyanandam, Sindhuja Manickavasagam, Islabudeen Mohamed Meerasha, Ragaventhiran Jaganathan, Muthu Kumar Balasubramanian

PDF 1085-1093

Semi-supervised approach for detecting distributed denial of service in SD-honeypot network environment Fauzi Dwi Setiawan Sumadi, Christian Sri Kusuma Aditya, Ahmad Akbar Maulana, Syaifuddin Syaifuddin, Vera Suryani

PDF 1094-1100

A new hybrid and optimized algorithm for drivers’ drowsiness detection Mouad Elmouzoun Elidrissi, Elmaati Essoukaki, Lhoucine Ben Taleb, Azeddine Mouhsen, Mohammed Harmouchi

PDF 1101-1107

Depression prediction using machine learning: a review Hanis Diyana Abdul Rahimapandi, Ruhaila Maskat, Ramli Musa, Norizah Ardi

PDF 1108-1118

Dengue classification method using support vector machines and cross-validation techniques Hamdani Hamdani, Heliza Rahmania Hatta, Novianti Puspitasari, Anindita Septiarini, Henderi Henderi

PDF 1119-1129

A linear regression approach to predicting salaries with visualizations of job vacancies: a case study of Jobstreet Malaysia Khyrina Airin Fariza Abu Samah, Nurqueen Sayang Dinnie Wirakarnain, Raseeda Hamzah, Nor Aiza Moketar, Lala Septem Riza, Zainab Othman

PDF 1130-1142

A machine learning approach for Bengali handwritten vowel character recognition Shahrukh Ahsan, Shah Tarik Nawaz, Talha Bin Sarwar, M. Saef Ullah Miah, Abhijit Bhowmik

PDF 1143-1152

Machine learning of tax avoidance detection based on hybrid metaheuristics algorithms Suraya Masrom, Rahayu Abdul Rahman, Masurah Mohamad, Abdullah Sani Abd Rahman, Norhayati Baharun

PDF 1153-1163

A proposed model for diabetes mellitus classification using coyote optimization algorithm and least squares support vector machine Baydaa Sulaiman Bahnam, Suhair Abd Dawwod

PDF 1164-1174

Features analysis of internet traffic classification using interpretable machine learning models Erick A. Adje, Vinasetan Ratheil Houndji, Michel Dossou

PDF 1175-1183

Multi-objective optimization path planning with moving target Baraa M. Abed, Wesam M. Jasim

PDF 1184-1196