• Home
• About
• Login
• Register
• Search
• Current
• Archives
• Announcements

Home > Archives > Vol 13, No 1

DOI: http://doi.org/10.11591/ijai.v13.i1

Table of Contents

A study on the impact of artificial intelligence on talent sourcing Varun Chand Hemachandran, Kurakula Arun Kumar, Syarul Azlina Sikanda, Seema Sabharwal, Sivaprakasam Arun Kumar

PDF 1-8

Empowering anomaly detection algorithm: a review Muhammad Yunus Iqbal Basheer, Azliza Mohd Ali, Rozianawaty Osman, Nurzeatul Hamimah Abdul Hamid, Sharifalillah Nordin, Muhammad Azizi Mohd Ariffin, José Antonio Iglesias Martínez

PDF 9-22

A study on attention-based deep learning architecture model for image captioning Dhomas Hatta Fudholi, Umar Abdul Aziz Al-Faruq, Royan Abida N. Nayoan, Annisa Zahra

PDF 23-34

A survey of predicting software reliability using machine learning methods Shahbaa I. Khaleel, Lumia Faiz Salih

PDF 35-44

Towards a Docker-based architecture for open multi-agent systems Gustavo Lameirão de Lima, Marilton Sanchotene de Aguiar

PDF 45-56

Internet of things in public healthcare organizations: the mediating role of attitude Bashar Dheyaa Noor, Zainab Dalaf Katheeth, Ammar Dheyaa Noor

PDF 57-65

Measurement by applying internet financial reporting on the level of information presentation in the competitive FinTech peer-to-peer lending industry Al-Khowarizmi Al-Khowarizmi, Syahril Efendi, Mahyuddin Khairuddin Matyuso Nasution, Herman Mawengkang

PDF 66-73

Jellyfish search algorithm for economic load dispatch under the considerations of prohibited operation zones, load demand variations, and renewable energy sources Hien Chiem Trong, Thuan Thanh Nguyen, Thang Trung Nguyen

PDF 74-81

Video saliency-recognition by applying custom spatio temporal fusion technique Vinay C. Warad, Ruksar Fatima

PDF 82-91

Impact of adaptive filtering-based component analysis method on steady-state visual evoked potential based brain computer interface systems Manjula Krishnappa, Madaveeranahally B. Anandaraju

PDF 92-103

Automatic detection of broiler’s feeding and aggressive behavior using you only look once algorithm Sri Wahjuni, Wulandari Wulandari, Rafael Tektano Grandiawan Eknanda, Iman Rahayu Hidayati Susanto, Auriza Rahmad Akbar

PDF 104-114

Sentence embedding to improve rumour detection performance model Rini Anggrainingsih, Endar Suprih Wihidayat, Bambang Widoyono

PDF 115-121

Efficient fault tolerant cost optimized approach for scientific workflow via optimal replication technique within cloud computing ecosystem Asma Anjum, Asma Parveen

PDF 122-132

Design and simulation of remote monitoring of the intelligent automatic control system in the production line Amal Ibrahim Nasser, Ammar Ali Sahrab, Hasan M. Kadhim

PDF 133-142

Intelligent task processing using mobile edge computing: processing time optimization Sara Maftah, Mohamed El Ghmary, Hamid El Bouabidi, Mohamed Amnai, Ali Ouacha

PDF 143-152

Towards a system for real-time prevention of drowsiness-related accidents Abdelhak Khadraoui, Elmoukhtar Zemmouri, Youssef Taki, Mohammed Douimi

PDF 153-161

An approach for explaining group recommendations based on negotiation information Christian Villavicencio, Silvia Schiaffino, Jorge Andrés D´ıaz-Pace,, Ariel Monteserin

PDF 162-173

Applying Bayesian networks in making intelligent applications for static and dynamic unbalance diagnosis Dedik Romahadi, Muhamad Fitri, Dafit Feriyanto, Imam Hidayat, Muhammad Imran

PDF 174-184

Effective modelling of human expressive states from voice by adaptively tuning the neuro-fuzzy inference system Surjyo Narayana Panigrahi, Niharika Pattanaik, Hemanta Kumar Palo

PDF 185-194

Predicting the classification of high vowel sound by using artificial neural network: a study in forensic linguistics Susanto Susanto, Deri Sis Nanda

PDF 195-200

Analyzing the behavior of different classification algorithms in diabetes prediction Israa Nafea Mahmood, Hasanen S. Abdullah

PDF 201-206

Facial recognition based on enhanced neural network Iman Hussein AL-Qinani, Kawther Thabt Saleh, Hayder Adnan Saleh

PDF 207-216

Using deep neural networks in classifying electromyography signals for hand gestures Ahmed M. Al-Khazzar, Zainab Altaweel, Jabbar S. Hussain

PDF 217-227

Neural network to solve fuzzy constraint satisfaction problems Bouhouch Adil, Er-Rafyg Aicha, Ez-Zahout Abderrahmane

PDF 228-235

Optimization scheme for intelligent master controller with collaboratives energy system Kufre Esenowo Jack, Matthew Olubiwe, Jude-Kenndey Chibuzo Obichere, Akwukwaegbu Isdore Onyema, Onyebuchi C. Nosiri, Joe-Uzuegbu Chijioke

PDF 236-246

Cost-effective internet of things privacy-aware data storage and real-time analysis Femi Abiodun Elegbeleye, Munienge Mbodila, Omobayo Ayokunle Esan, Ife Elegbeleye

PDF 247-255

Thai COVID-19 patient clustering for monitoring and prevention: data mining techniques Sawitree Pansayta, Wirapong Chansanam

PDF 256-265

Statistical performance assessment of supervised machine learning algorithms for intrusion detection system Hassan A. Afolabi, Abdurazzag A. Aburas

PDF 266-277

Evaluating text classification with explainable artificial intelligence Kanwal Zahoor, Narmeen Zakaria Bawany, Tehreem Qamar

PDF 278-286

Investigating optimal features in log files for anomaly detection using optimization approach Shivaprakash Ranga, Nageswara Guptha Mohankumar

PDF 287-295

An automated speech recognition and feature selection approach based on improved Northern Goshawk optimization Santosh Kumar Suryakumar, Bharathi S. Hiremath, Nageswara Guptha Mohankumar

PDF 296-304

Under-sampling technique for imbalanced data using minimum sum of euclidean distance in principal component subset Chatchai Kasemtaweechok, Worasait Suwannik

PDF 305-318

Comparison of feature extraction and auto-preprocessing for chili pepper (Capsicum Frutescens) quality classification using machine learning Jelita Asian, Nunik Destria Arianti, Ariefin Ariefin, Muhamad Muslih

PDF 319-328

Choosing allowability boundaries for describing objects in subject areas Musulmon Lolaev, Shavkat Madrakhimov, Kodirbek Makharov, Doniyor Saidov

PDF 329-336

Machine learning-based stress classification system using wearable sensor devices Varun Chandra, Divyashikha Sethia

PDF 337-347

Sampling methods in handling imbalanced data for Indonesia health insurance dataset Felix Indra Kurniadi, Kartika Purwandari, Ajeng Wulandari, Syarifah Diana Permai

PDF 348-357

Detecting cyberbullying text using the approaches with machine learning models for the low-resource Bengali language Md. Nesarul Hoque, Md. Hanif Seddiqui

PDF 358-367

Combining convolutional neural networks and spatial-channel “squeeze and excitation” block for multiple-label image classification Thuvanan Borvornvitchotikarn, Thongchai Yooyativong

PDF 368-374

Implementing deep learning-based named entity recognition for obtaining narcotics abuse data in Indonesia Daris Azhar, Robert Kurniawan, Waris Marsisno, Budi Yuniarto, Sukim Sukim, Sugiarto Sugiarto

PDF 375-382

Anomaly detection using deep learning based model with feature attention Rikin J. Nayak, Jitendra P. Chaudhari

PDF 383-390

Model for autism disorder detection using deep learning Anshu Sharma, Poonam Tanwar

PDF 391-398

Partial half fine-tuning for object detection with unmanned aerial vehicles Wahyu Pebrianto, Panca Mudjirahardjo, Sholeh Hadi Pramono

PDF 399-407

Classifying electrocardiograph waveforms using trained deep learning neural network based on wavelet representation Noor Yahya Jawad, Ahmed Mohammed Merza, Hussein Tami Sim

PDF 408-416

An improved dynamic-layered classification of retinal diseases Gilakara Muni Nagamani, Theertagiri Sudhakar

PDF 417-429

Intra-class deep learning object detection on embedded computer system Putri Alit Widyastuti Santiary, I Ketut Swardika, Dewa Ayu Indah Cahya Dewi, Ida Bagus Ketut Sugirianta

PDF 430-439

A novel approach to optimizing customer profiles in relation to business metrics Marischa Elveny, Mahyuddin K. M. Nasution, Muhammad Zarlis, Syahril Efendi, Rahmad B. Y. Syah

PDF 440-450

Optimizer algorithms and convolutional neural networks for text classification Mohammed Qorich, Rajae El Ouazzani

PDF 451-458

Defending against label-flipping attacks in federated learning systems using uniform manifold approximation and projection Deepak Upreti, Hyunil Kim, Eunmok Yang, Changho Seo

PDF 459-466

Pneumonia prediction on chest x-ray images using deep learning approach Rani Puspita, Cindy Rahayu

PDF 467-474

Parallel multivariate deep learning models for time-series prediction: A comparative analysis in Asian stock markets Harya Widiputra, Edhi Juwono

PDF 475-486

An efficient convolutional neural network-based classifier for an imbalanced oral squamous carcinoma cell dataset Usha Manasi Mohapatra, Sushreeta Tripathy

PDF 487-499

Word embedding for detecting cyberbullying based on recurrent neural networks Noor Haydar Shaker, Ban N. Dhannoon

PDF 500-508

Early detection of tomato leaf diseases based on deep learning techniques Mohammed Hussein Najim, Salwa Khalid Abdulateef, Abbas Hanon Alasadi

PDF 509-515

Photo-realistic photo synthesis using improved conditional generative adversarial networks Raghavendra Shetty Mandara Kirimanjeshwara, Sarappadi Narasimha Prasad

PDF 516-523

Deep learning-based classification of cattle behavior using accelerometer sensors Khalid El Moutaouakil, Noureddine Falih

PDF 524-532

Handwritten digit recognition using quantum convolution neural network Ravuri Daniel, Bode Prasad, Prudhvi Kiran Pasam, Dorababu Sudarsa, Ambarapu Sudhakar, Bodapati Venkata Rajanna

PDF 533-541

Segmentation and yield count of an arecanut bunch using deep learning techniques Anitha Arekattedoddi Chikkalingaiah, RudraNaik Dhanesha, Shrinivasa Naika Chikkathore Palya Laxmana, Krishna Alabujanahalli Neelegowda, Anirudh Mangala Puttaswamy, Pushkar Ayengar

PDF 542-553

Fragmented-cuneiform-based convolutional neural network for cuneiform character recognition Agi Prasetiadi, Julian Saputra

PDF 554-562

Performance analysis of optimization algorithms for convolutional neural network-based handwritten digit recognition Abdulhakeem Qusay Albayati, Sarmad A. Jameel Altaie, Wasseem N. Ibrahem Al-Obaydy, Farah Flayyeh Alkhalid

PDF 563-571

Toward accurate Amazigh part-of-speech tagging Rkia Bani, Samir Amri, Lahbib Zenkouar, Zouhair Guennoun

PDF 572-580

Blockchain and machine learning in education: a literature review Sarah Alhabeeb, Norah Alrusayni, Reem Almutiri, Sarah Alhumud, Mohammed Abdullah Al-Hagery

PDF 581-596

Artificial intelligence research in Nigeria: Topic modelling and scientometric analysis Afolabi Ibukun Tolulope, Martins Isaac, Owoseni Timileyin, Samuel Seth, Oputa Kingsley

PDF 597-609

Personalized E-commerce based recommendation systems using deep-learning techniques Shruthi Nagraj, Blessed Prince Palayyan

PDF 610-618

Application of machine learning in chemical engineering: outlook and perspectives Ashraf Al Sharah, Hamza Abu Owida, Feras Alnaimat, Mohammad Hassan, Suhaila Abuowaida, Mohammad Alhaj, Ahmad Sharadqeh

PDF 619-630

Optimized robust fuzzy sliding mode control for efficient wastewater treatment: a comprehensive study Varuna Kumara, Ezhilarasan Ganesan

PDF 631-638

Potentials of artificial intelligence in digital marketing and financial technology for small and medium enterprises Mohammed Enshassi, Robert Jeyakumar Nathan, Soekmawati Soekmawati, Usama Al-Mulali, Hishamuddin Ismail

PDF 639-647

Segmentation and classification techniques used to detect early stroke diagnosis using brain magnetic resonance imaging: a review Shaarmila Kandaya, Abdul Rahim Abdullah, Norhashimah Mohd Saad, Ahmad Sobri Muda, Muhammad Izzat Ahmad Sabri

PDF 648-657

Potential directions on coronary artery disease prediction using machine learning algorithms: A survey Anu Ragavi Vijayaraj, Subbulakshmi Pasupathi

PDF 658-672

Attendance management system using face recognition Ashish Jadhav, Dhwaniket Kamble, Santosh B. Rathod, Sumita Kumar, Pratima Kadam, Mohammad Dalwai

PDF 673-679

Enhancements in the world of digital forensics Krishna Sanjay Vaddi, Dhwaniket Kamble, Raj Vaingankar, Tushar Khatri, Pranil Bhalerao

PDF 680-686

Predicting psycho-somatic disorders in online activity using multi-layer perceptron Manjunath Gadiparthi, Edara Srinivasa Reddy

PDF 687-694

Evaluating sentiment analysis and word embedding techniques on Brexit Ihab Moudhich, Abdelhadi Fennan

PDF 695-702

Machine learning for text document classification-efficient classification approach Sura I. Mohammed Ali, Marwah Nihad, Hussien Mohamed Sharaf, Haitham Farouk

PDF 703-710

Machine learning-based intrusion detection system for detecting web attacks Fatimetou Abdou Vadhil, Mohamed Lemine Salihi, Mohamedade Farouk Nanne

PDF 711-721

Face and liveness detection with criminal identification using machine learning and image processing techniques for security system Pratibha Shinde, Ajay R. Raundale

PDF 722-729

Early prediction of chronic heart disease with recursive feature elimination and supervised learning techniques Komal Kumar Napa, Angati Kalyan Kumar, Sangeetha Murugan, Kamaluru Mahammad, Tsehay Admassu Assegie

PDF 730-736

Towards a new approach to maximize tax collection using machine learning algorithms Nabil Ourdani, Mohamed Chrayah, Noura Aknin

PDF 737-746

Deep self-taught learning framework for intrusion detection in cloud computing environment Thavavel Vaiyapuri, Adel Binbusayyis

PDF 747-755

Cognitive routing in software defined networks using learning models with latency and throughput constraints Nagaraju Tumakuru Anadanaiah, Malode Vishwanatha Panduranga Rao

PDF 756-763

Predicting baccalaureate student result to prevent failure: a hybrid model approach Abdesslam Essayad, Kassimi Moulay Abdella

PDF 764-774

Adaptive Bayesian contextual hyperband: A novel hyperparameter optimization approach Lakshmi Priya Swaminatha Rao, Suresh Jaganathan

PDF 775-785

A recommender system-using novel deep network collaborative filtering Shruthi Nagaraj, Blessed Prince Palayyan

PDF 786-797

Performance analysis of congestion-aware Q-routing algorithm for network on chip Smriti Srivastava, Minal Moharir, Shivaneetha Gunisetty

PDF 798-806

A computational intelligent analysis of autism spectrum disorder using machine learning techniques Murali Anand Mareeswaran, Kanchana Selvarajan

PDF 807-816

Hyperparameters optimization XGBoost for network intrusion detection using CSE-CIC-IDS 2018 dataset Witcha Chimphlee, Siriporn Chimphlee

PDF 817-826

You only look once model-based object identification in computer vision Shiva Shankar Reddy, Venkata Rama Maheswara Rao, Priyadarshini Voosala, Silpa Nrusimhadri

PDF 827-838

CRNN model for text detection and classification from natural scenes Puneeth Prakash, Sharath Kumar Yeliyur Hanumanthaiah, Somashekhar Bannur Mayigowda

PDF 839-849

Predictive maintenance framework for assessing health state of centrifugal pumps Panagiotis Mallioris, Evangelos Diamantis, Christos Bialas, Dimitrios Bechtsis

PDF 850-862

Predicting the outcome of regional development projects using machine learning Jihad Satri, Chakib El Mokhi, Hanaa Hachimi

PDF 863-875

Optimized deep learning-based dual segmentation framework for diagnosing health of apple farming with the internet of things Harsha Raju, Veena Kalludi Narasimhaiah

PDF 876-887

A method for missing values imputation of machine learning datasets Youssef Hanyf, Hassan Silkan

PDF 888-898

Automated signal pre-emption system for emergency vehicles using internet of things Pushpa Sothenahalli Krishnaraju, Manjunath Thimmasandra Narayanappa, Sheela Kathavate, Rudresh Shirwaikar, Anupchandra Rao Chandrakanth Rao, Jayachnadra Rohith

PDF 899-908

The prediction of Bitcoin price through gold price using long short-term memory model Jae Won Choi, Young Keun Choi

PDF 909-916

Explainable ensemble technique for enhancing credit risk prediction Pavitha Nooji, Shounak Sugave

PDF 917-924

Extracting features of tomato viral leaf diseases using image processing techniques Sanjeela Sagar, Jaswinder Singh

PDF 925-932

Early stroke disease prediction with facial features using convolutional neural network model Ali Ahmad, Muhammad Usama, Yasir Niaz Khan

PDF 933-940

Implementation of deep neural networks learning on unmanned aerial vehicle based remote-sensing Shouket Abdulrahman Ahmed, Hazry Desa, Abadal-Salam T. Hussain, Taha A. Taha

PDF 941-947

Source printer identification using convolutional neural network and transfer learning approach Naglaa F. El Abady, Hala H. Zayed, Mohamed Taha

PDF 948-960

Signature verification based on proposed fast hyper deep neural network Zainab Hashim, Hanaa Mohsin, Ahmed Alkhayyat

PDF 961-973

A deep learning-based approach for early detection of disease in sugarcane plants: an explainable artificial intelligence model Rubini Pudupet Ethiraj, Kavitha Paranjothi

PDF 974-983

1-dimensional convolutional neural networks for predicting sudden cardiac Viswavardhan Reddy Karna, Karna Vishnu Vardhana Reddy

PDF 984-993

Efficient commodity price forecasting using long short-term memory model Mohammad Tami, Amani Yousef Owda

PDF 994-1004

Attention mechanism-based model for cardiomegaly recognition in chest X-Ray images Sara El Omary, Souad Lahrache, Rajae El Ouazzani

PDF 1005-1013

Deep neural network for lateral control of self-driving cars in urban environment Abdelhafid El Farnane, My Abdelkader Youssefi, Ahmed Mouhsen, Abdelilah El Ihyaoui

PDF 1014-1021

Transfer learning for epilepsy detection using spectrogram images Fatima Edderbali, Mohammed Harmouchi, Elmaati Essoukaki

PDF 1022-1029

Sophisticated face mask dataset: a novel dataset for effective coronavirus disease surveillance Sheikh Burhan Ul Haque, Mohd Hanief Wani

PDF 1030-1037

Multi-channel microseismic signals classification with convolutional neural networks Hongmei Shu, Ahmad Yahya Dawod, Worawit Tepsan, Lei Mou, Zheng Tang

PDF 1038-1049

Speaker identification under noisy conditions using hybrid convolutional neural network and gated recurrent unit Wondimu Lambamo Anito, Ramasamy Srinivasagan, Worku Jifara, Ali Alzahrani

PDF 1050-1062

Photoplethysmogram signal reconstruction through integrated compression sensing and basis function aware shallow learning Usha Muniraju, Thangamuthu Senthil kumaran

PDF 1063-1076

Hybrid channel and spatial attention-UNet for skin lesion segmentation Soumya Gadag, Pradeepa Palraj

PDF 1077-1089

Deep learning based biometric authentication using electrocardiogram and iris Ashwini Kailas, Geevagondanahalli Narayanappa Keshava Murthy

PDF 1090-1103

Embedded artificial intelligence system using deep learning and raspberrypi for the detection and classification of melanoma Yousra Dahdouh, Abdelhakim Boudhir Anouar, Mohamed Ben Ahmed

PDF 1104-1111

Optically processed Kannada script realization with Siamese neural network model Ambili Parathra Sreedharanpillai, Biku Abraham, Arun Kotapuzakal Varghese

PDF 1112-1118

Deep learning method for lung cancer identification and classification Sahil Jamdar, Jayashree Vaddin, Sachidanand B. Nargundkar, Shrinivasa Patil

PDF 1119-1128

Backbone search for object detection for applications in intrusion warning systems Nguyen Duc Thuan, Nguyen Thi Lan Huong, Hoang Si Hong

PDF 1129-1138

Efficient plant leaf detection through machine learning approach based on corn leaf image classification Premakumari Pujar, Ashutosh Kumar, Vineet Kumar

PDF 1139-1148

K-centroid convergence clustering identification in one-label per type for disease prediction Minh Long Hoang, Nicola Delmonte

PDF 1149-1159

A novel ensemble model for detecting fake news Nissrine Bensouda, Sanaa El Fkihi, Rdouan Faizi

PDF 1160-1171

Convolutional neural network with binary moth flame optimization for emotion detection in electroencephalogram Tabarek Alwan Tuib, Baydaa Hadi Saoudi, Yaqdhan Mahmood Hussein, Thulfiqar H. Mandeel, Fahad Taha Al-Dhief

PDF 1172-1178

Advanced mask region-based convolutional neural network based deep-learning model for lung cancer detection Bhavani Krishna, Gopalakrishna Madigondanahalli Thimmaiah

PDF 1179-1186