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Home > Archives > Vol 12, No 3

DOI: http://doi.org/10.11591/ijai.v12.i3

Table of Contents

Blockchain and machine learning in the internet of things: a review of smart healthcare Nwadher Suliman Al-Blihed, Nouf Fahad Al-Mufadi, Nouf Thyab Al-Harbi, Ibrahim Ahmed Al-Omari, Mohammed Abdullah Al-Hagery

PDF 995-1006

Background subtraction challenges in motion detection using Gaussian mixture model: a survey Nor Afiqah Mohd Aris, Siti Suhana Jamaian

PDF 1007-1018

Face recognition in identifying genetic diseases: a progress review Salsabila Aurellia, Siti Fauziyah Rahman

PDF 1019-1025

Earthquake prediction technique: a comparative study Abbas H. Hassin Alasadi, Kadhim Mahdi Hashim

PDF 1026-1032

A review on object detection for autonomous mobile robot Syamimi Abdul-Khalil, Shuzlina Abdul-Rahman, Sofianita Mutalib, Saidatul Izyanie Kamarudin, Siti Sakira Kamaruddin

PDF 1033-1043

A review of convolutional neural network-based computer-aided lung nodule detection system Sekar Sari, Tole Sutikno, Indah Soesanti, Noor Akhmad Setiawan

PDF 1044-1061

Colour image steganography through channel transformation approach Jyoti Neginal, Ruksar Fatima

PDF 1062-1069

Vehicle detection system based on shape, color, and time-motion Afritha Amelia, Muhammad Zarlis, Suherman Suherman, Syahril Efendi

PDF 1070-1082

Portfolio selection model using teaching learning-based optimization approach Akhilesh Kumar, Mohammad Shahid

PDF 1083-1090

An integrated hybrid metaheuristic model for the constrained scheduling problem Bidisha Roy, Asim Kumar Sen

PDF 1091-1103

Image captioning to aid blind and visually impaired outdoor navigation Ruvita Faurina, Anisa Jelita, Arie Vatresia, Indra Agustian

PDF 1104-1117

The discrete wavelet transform based iris recognition for eyes with non-cosmetic contact lens Media Anugerah Ayu, I Komang Yogi Trisna Permana

PDF 1118-1127

Classification of cardiac disorders based on electrocardiogram data using a decision tree classification approach with the C45 algorithm Sumiati Sumiati, Viktor Vekky Ronald Repi, Penny Hendriyati, Anharudin Anharudin, Afrasim Yusta, Agung Triayudi

PDF 1128-1138

Early prediction of diabetes diagnosis using hybrid classification techniques Lakshmi Srinivasan, Reshma Verma, Mysore Dakshinamurthy Nandeesh

PDF 1139-1148

Preprocessing of leaf images using brightness preserving dynamic fuzzy histogram equalization technique Sreya John, Arul Leena Rose Peter Joseph

PDF 1149-1157

Fault tolerant control of two tanks system using gain-scheduled type-2 fuzzy sliding mode controller Keltoum Loukal, Abderrahmen Bouguerra, Samir Zeghlache

PDF 1158-1168

Face mask detection and counting using you only look once algorithm with Jetson Nano and NVDIA giga texel shader extreme Hatem Fahd Al-Selwi, Nawaid Hassan, Hadhrami Bin Ab Ghani, Nur Asyiqin binti Amir Hamzah, Azlan Bin Abd. Aziz

PDF 1169-1177

Comparative study of surface roughness prediction using neural-network and quadratic-rotatable-central-composite-design Imhade Princess Okokpujie, Lagouge Kwanda Tartibu

PDF 1178-1190

Neural network models selection scheme for health mobile app development Yaya Sudarya Triana, Mohd Azam Osman, Adji Pratomo, Muhammad Fermi Pasha, Deris Stiawan, Rahmat Budiarto

PDF 1191-1203

Pothole recognition using convolution neural networks and transfer learning Chayadevi Senigalakuruba, Suraj Pabba

PDF 1204-1209

Image preprocessing and hyperparameter optimization on pretrained model MobileNetV2 in white blood cell image classification Parmonangan R. Togatorop, Yohanssen Pratama, Astri Monica Sianturi, Mega Sari Pasaribu, Pebri Sangmajadi Sinaga

PDF 1210-1223

Multi level trust calculation with improved ant colony optimization for improving quality of service in wireless sensor network Ahmed Jamal Ahmed, Ali Hashim Abbas, Sami AbdulJabbar Rashid

PDF 1224-1237

Off-line handwritten signature recognition based on genetic algorithm and Euclidean distance Iman Subhi Mohammed, Maher Khalaf Hussien

PDF 1238-1249

The evaluation of convolutional neural network and genetic algorithm performance based on the number of hyperparameters for English handwritten recognition Muhammad Munsarif, Edi Noersasongko, Pulung Nurtantio Andono, Moch Arief Soeleman

PDF 1250-1259

Particle swarm optimization for the optimal layout of wind turbines inside a wind farm Mariam El jaadi, Touria Haidi, Doha Bouabdallaoui

PDF 1260-1269

Memory aware optimized Hadoop MapReduce model in cloud computing environment Vaishali Sontakke, Dayananda R. B.

PDF 1270-1280

Artificial intelligence-based lead propensity prediction Aissam Jadli, Mustapha Hain, Anouar Hasbaoui

PDF 1281-1290

An optimized approach to enhance the network lifetime through integrated data aggregation and data dissemination in wireless sensor network Anitha Chikkanayakanahalli LokeshKumar, Ranganathaiah Sumathi

PDF 1291-1301

Analysis of machine learning classifiers for predicting diabetes mellitus in the preliminary stage Mohammad Atif, Faisal Anwer, Faisal Talib, Rizwan Alam, Faraz Masood

PDF 1302-1311

Silhouette vanished contour discovery of aerial view images by exploiting pixel divergence Ravi Babu Devareddi, Atluri Srikrishna

PDF 1312-1322

Classification of customer churn prediction model for telecommunication industry using analysis of variance Ronke Babatunde, Sulaiman Olaniyi Abdulsalam, Olanshile Abdulkabir Abdulsalam, Micheal Olaolu Arowolo

PDF 1323-1329

Facial recognition using multi edge detection and distance measure Indo Intan, Nurdin Nurdin, Fitriaty Pangerang

PDF 1330-1342

Comparison of various data mining methods for early diagnosis of human cardiology Abeer Mohammed Shanshool, Enas Mohammed Hussien Saeed, Hasan Hadi Khaleel

PDF 1343-1351

Analysis of new differential evolution variants to solve multi-modal problems Amit Ramesh Khaparde, Ramesh Poondi Sundarasamy, Sathiyaraj Rajendran, Amrita Ticku, Arunkumar Palanichamy

PDF 1352-1359

An automated machine learning model for diagnosing COVID-19 infection Noor Maher, Suhad A. Yousif

PDF 1360-1369

Machine learning models applied in analyzing breast cancer classification accuracy Anuja Bokhare, Puja Jha

PDF 1370-1377

Fabric defect classification using transfer learning and deep learning Aafaf Beljadid, Adil Tannouche, Abdessamad Balouki

PDF 1378-1385

Energy-efficient deep learning model for fruit freshness detection Febrian Valentino, Tjeng Wawan Cenggoro, Gregorius Natanael Elwirehardja, Bens Pardamean

PDF 1386-1395

Text detection and recognition through deep learning-based fusion neural network Sunil Kumar Dasari, Shilpa Mehta

PDF 1396-1406

High performance of optimizers in deep learning for cloth patterns detection Irma Amelia Dewi, Mahesa Atmawidya Negara Ekha Salawangi

PDF 1407-1418

Emotions and gesture recognition using affective computing assessment with deep learning Herjuna Artanto, Fatchul Arifin

PDF 1419-1427

Deep learning based slope erosion detection Caio Henrique Esquina Limão, Thabatta Moreira Alves de Araújo, Carlos Renato Lisboa Frances

PDF 1428-1438

Store product classification using convolutional neural network I Made Wiryana, Suryadi Harmanto, Alfharizky Fauzi, Imam Bil Qisthi, Zalita Nadya Utami

PDF 1439-1447

Handwritten Javanese script recognition method based 12-layers deep convolutional neural network and data augmentation Ajib Susanto, Ibnu Utomo Wahyu Mulyono, Christy Atika Sari, Eko Hari Rachmawanto, De Rosal Ignatius Moses Setiadi, Md Kamruzzaman Sarker

PDF 1448-1458

Human activity recognition method using joint deep learning and acceleration signal Maytham N. Meqdad, Abdullah Hasan Hussein, Saif O. Husain, Alyaa Mohammed Jawad, Seifedine Kadry

PDF 1459-1467

Online panel data quality: a sentiment analysis based on a deep learning approach Youb Ibtissam, Azmani Abdallah, Hamlich Mohamed

PDF 1468-1475

Text grouping: a comprehensive guide Padarabinda Palai, Kaushiki Agrawal, Debani Prasad Mishra, Surender Reddy Salkuti

PDF 1476-1483

mySmartCart: a smart shopping list for day-to-day supplies Sowmya Kyathanahalli Nanjappa, Sowmya Prakash, Aiswarya Burle, Nandish Nagabhushan, Chaitanya Shashi Kumar

PDF 1484-1490

An adaptable sentence segmentation based on Indonesian rules Johannes Petrus, Ermatita Ermatita, Sukemi Sukemi, Erwin Erwin

PDF 1491-1499

Lexicon-based sentiment analysis for Kannada-English code-switch text Ramesh Chundi, Vishwanath R. Hulipalled, Jay Bharthish Simha

PDF 1500-1507

Discrete separation of patients’ profiles for chronical obstructive pulmonary disease context-aware healthcare efficient systems Hamid Mcheick, Farah Diab

PDF 1508-1520