Journal: Applied Artificial Intelligence

Volume 35, Issue 9

623 -- 641Abdul Rehman, Summra Saleem, Muhammad Usman Ghani 0001, Saira Jabeen, M. Omair Shafiq. Scene Recognition by Joint Learning of DNN from Bag of Visual Words and Convolutional DCT Features
642 -- 656Luis Lugo, Emiliano Barreto-Hernandez. A Recurrent Neural Network approach for whole genome bacteria identification
657 -- 669Tianhua Chen, Grigoris Antoniou, Marios Adamou, Ilias Tachmazidis, Pan Su. Automatic Diagnosis of Attention Deficit Hyperactivity Disorder Using Machine Learning
670 -- 695Eleni Vrochidou, V. Bizergianidou, I. Andreadis, A. Elenas. Assessment and Localization of Structural Damage in r/c Structures through Intelligent Seismic Signal Processing

Volume 35, Issue 8

549 -- 566Sladjana M. Djurasevic, Uros Pesovic, Borislav S. Djordjevic. Anomaly Detection Model for Predicting Hard Disk Drive Failures
567 -- 588Behrooz Noori. Classification of Customer Reviews Using Machine Learning Algorithms
589 -- 604Hurnjoo Lee, Hyeoncheol Kim. Uncertainty of Rules Extracted from Artificial Neural Networks
605 -- 622Mohamed A. Mohandes, Shafiqur Rehman, Hilal H. Nuha, Md. Saiful Islam, F. H. Schulze. Wind Speed Predictability Accuracy with Height Using LiDAR Based Measurements and Artificial Neural Networks

Volume 35, Issue 7

489 -- 504Akshay Pilani, Kritagya Mathur, Himanshu Agrawal, Deeksha Chandola, Vinay Anand Tikkiwal, Arun Kumar 0006. Contextual Bandit Approach-based Recommendation System for Personalized Web-based Services
505 -- 519Nouran M. Radwan, Rasha Elstohy, Wael K. Hanna. A Proposed Method for Multi-Criteria Group Decision Making: An Application to Site Selection
520 -- 536Marcio Aurelio dos Santos Alencar, José Francisco de Magalhães Netto, Felipe de Morais. A Sentiment Analysis Framework for Virtual Learning Environment
537 -- 548Hansen Liu, Kuangang Fan, Bing He, Wenshuai Wang. Unmanned Aerial Vehicle Acoustic Localization Using Multilayer Perceptron

Volume 35, Issue 6

403 -- 420Laxmi Shanker Maurya, Md Shadab Hussain, Sarita Singh. Developing Classifiers through Machine Learning Algorithms for Student Placement Prediction Based on Academic Performance
421 -- 439Ugur Yayan, Abdullah Taha Arslan, Hikmet Yucel. A Novel Method for SoH Prediction of Batteries Based on Stacked LSTM with Quick Charge Data
440 -- 475Tamal Ghosh, Kristian Martinsen. A Collaborative Beetle Antennae Search Algorithm Using Memory Based Adaptive Learning
476 -- 487Manuel Eugenio Morocho Cayamcela, Wansu Lim. Pattern recognition of soldier uniforms with dilated convolutions and a modified encoder-decoder neural network architecture

Volume 35, Issue 5

353 -- 372Federico Mari, Annalisa Massini, Igor Melatti, Enrico Tronci. A Constraint Optimization-Based Sense and Response System for Interactive Business Performance Management
373 -- 392Maryam Arbab, Morteza Rahbar, Mojgan Arbab. A Comparative Study of Artificial Intelligence Models for Predicting Interior Illuminance
393 -- 402Hasan Aka, Zait Burak Aktug, Faruk Kiliç. Estimating the England Premier League Ranking with Artificial Neural Network

Volume 35, Issue 4

265 -- 289Alexander Avdeev, Khaled Assaleh 0001, Mohammad A. Jaradat. Quadrotor Attitude Dynamics Identification Based on Nonlinear Autoregressive Neural Network with Exogenous Inputs
290 -- 303Yu Sun, Zhanli Li, Xuewen Li, Jing Zhang. Classifier Selection and Ensemble Model for Multi-class Imbalance Learning in Education Grants Prediction
304 -- 325Hadis Heidari, Abdolah Chalechale. New Weighted Mean-Based Patterns for Texture Analysis and Classification
326 -- 351Richa, Punam Bedi. Trust and Distrust based Cross-domain Recommender System

Volume 35, Issue 3

193 -- 205Oanh Thi Tran, Viet The Bui. Neural Text Normalization in Speech-to-Text Systems with Rich Features
206 -- 226S. Sujamol, Vimina E. R., Krishnakumar U.. Improving Recurrence Prediction Accuracy of Ovarian Cancer Using Multi-phase Feature Selection Methodology
227 -- 246Milos J. Milovanovic, Jordan N. Radosavljevic. A Hybrid PPSOGSA Algorithm for Optimal Volt/VAr/THDv Control in Distorted Radial Distribution Systems
247 -- 263Jingwei Too, Seyedali Mirjalili. General Learning Equilibrium Optimizer: A New Feature Selection Method for Biological Data Classification

Volume 35, Issue 2

105 -- 132A. Seetharaman, Nitin Patwa, Veena Jadhav, A. S. Saravanan, Dhivya Sangeeth. Impact of Factors Influencing Cyber Threats on Autonomous Vehicles
133 -- 153S. M. T. Fatemi Ghomi, Behrooz Karimi, Javad Behnamian, J. Firoozbakht. A Multi-objective Particle Swarm Optimization Based on Pareto Archive for Integrated Production and Distribution Planning in A Green Supply Chain
154 -- 170Sudeep D. Thepade, Piyush R. Chaudhari. Land Usage Identification with Fusion of Thepade SBTC and Sauvola Thresholding Features of Aerial Images Using Ensemble of Machine Learning Algorithms
171 -- 191Qijun Li, Huifeng Ning, Jun Gong, Xiao Li, Baolin Dai. A Hybrid Greedy Sine Cosine Algorithm with Differential Evolution for Global Optimization and Cylindricity Error Evaluation

Volume 35, Issue 15

1219 -- 1236Razan Jamous, Hosam Alrahhal, Mohamed El-Darieby. Neural Network Architecture Selection Using Particle Swarm Optimization Technique
1237 -- 1249Dingming Yang, Yanrong Cui, Zeyu Yu, Hongqiang Yuan. Deep Learning Based Steel Pipe Weld Defect Detection
1250 -- 1270Subhamay Basu, Mousumi Basu. Horse Herd Optimization Algorithm for Fuel Constrained Day-ahead Scheduling of Isolated Nanogrid
1271 -- 1286Adnen Mahmoud, Mounir Zrigui. Hybrid Attention-based Approach for Arabic Paraphrase Detection
1287 -- 1303Aman Jatain, Shalini Bhaskar Bajaj, Ritika Agarwal, Haziq Rahat Bullah. Classification based levodopamine response prediction in parkinson's disorder
1304 -- 1328Nishu Bali, Anshu Singla. Deep Learning Based Wheat Crop Yield Prediction Model in Punjab Region of North India
1329 -- 1345Sophia Shi. A novel hybrid deep learning architecture for predicting acute kidney injury using patient record data and ultrasound kidney images
1346 -- 1360Arbena Musa, Kamer Vishi, Blerim Rexha. Attack Analysis of Face Recognition Authentication Systems Using Fast Gradient Sign Method
1361 -- 1387A. Annie Micheal, P. Geetha. A Novel Hybrid Feature Framework for Multi-View Age Estimation
1388 -- 1406Sourav Kumar Purohit, Sibarama Panigrahi, Prabira Kumar Sethy, Santi Kumari Behera. Time Series Forecasting of Price of Agricultural Products Using Hybrid Methods
1407 -- 1419Ömer Kasim, Mustafa Tosun. Biometric Authentication from Photic Stimulated EEG Records
1420 -- 1438Ali Nawaz, Attique Ur Rehman, Tahir Muhammad Ali, Zara Hayat, Aqsa Rahim, Uzair Khaleeq uz Zaman, Amad Rizwan Ali. A Comprehensive Literature Review of Application of Artificial Intelligence in Functional Magnetic Resonance Imaging for Disease Diagnosis
1439 -- 1465Cheng Hsiung Weng, Tony Cheng Kui Huang. A Hybrid Machine Learning Model for Credit Approval
1466 -- 1489Yasir Afaq, Ankush Manocha. Happiness Index Determination by Analyzing Satellite Images for Urbanization
1490 -- 1507Yi-Chung Hu, Yu-Jing Chiu, Ching-Ying Yu, Jung-Fa Tsai. Integrating Nonlinear Interval Regression Analysis with a Remnant Grey Prediction Model for Energy Demand Forecasting
1508 -- 1528Subhamay Basu, Mousumi Basu. Modified Student Psychology Based Optimization Algorithm for Economic Dispatch Problems
1529 -- 1549Jiang Hai, Yutong Hao, Fengzhu Zou, Fang Lin, Songchen Han. A Visual Navigation System for UAV under Diverse Illumination Conditions
1550 -- 1566Jian Li, Haibin Liu, Zhijun Yang, Lei Han. A Credit Risk Model with Small Sample Data Based on G-XGBoost
1567 -- 1586Adil Yousif. An Enhanced Firefly Algorithm for Time ‎‎Shared Grid Task ‎Scheduling‎
1587 -- 1620Josephine Usha Lawrance, Jesu Vedha Nayahi Jesudhasan. Privacy Preserving Parallel Clustering Based Anonymization for Big Data Using MapReduce Framework
1621 -- 1645Safa Alsafari, Samira Sadaoui. Semi-Supervised Self-Training of Hate and Offensive Speech from Social Media
1646 -- 1684Sunita Jalal, Dharmendra Kumar-Yadav. A Multiobjective Discrete Grey Wolf Optimization Approach for Transactional and QoS-driven Web Services Composition
1685 -- 1707Neha Hooda, Neelesh Kumar. Optimal Channel-set and Feature-set Assessment for Foot Movement Based EMG Pattern Recognition
1708 -- 1732Vikas Khullar, Harjit Pal Singh, Manju Bala. Meltdown/Tantrum Detection System for Individuals with Autism Spectrum Disorder
1733 -- 1745Heba M. Afify, Muhammad S. Zanaty. A Comparative Study of Protein Sequences Classification-Based Machine Learning Methods for COVID-19 Virus against HIV-1
1746 -- 1754Nguyen Thon Da, Ho Trung Thanh. Enhancing the Time Performance of Encrypting and Decrypting Large Tabular Data
1755 -- 1776Paraskevi Zacharia, Christos Drosos, Dimitrios D. Piromalis, Michail G. Papoutsidakis. The Vehicle Routing Problem with Fuzzy Payloads considering Fuel Consumption
1777 -- 1802Vida Doryanizadeh, Amin Keshavarzi, Tajedin Derikvand, Mahdi Bohlouli. Energy Efficient Cluster Head Selection in Internet of Things Using Minimum Spanning Tree (EEMST)
1803 -- 1828Umer Khalil, Bilal Aslam, Umar Azam, Hafiz Muhammad Daniyal Khalid. Time Series Analysis of Land Surface Temperature and Drivers of Urban Heat Island Effect Based on Remotely Sensed Data to Develop a Prediction Model
1829 -- 1853Semih Ozden. Artificial Bee Colony-Artificial Neural Network (ABC-ANN) Hybrid Algorithm's Performance on the Modeling of Thermodynamic Properties of a Refrigerant Gas (R404a)
1854 -- 1868Sid Ahmed Mokhtar Mostefaoui, Bendaoud Mebarek, Mohamed Redha Djebbara. A DBN-DEVS Extension for Modeling and Simulate Uncertain Systems
1869 -- 1886Vainatey Kulkarni, Xiaoye Han, Jimi Tjong. Intelligent Detection and Real-time Monitoring of Engine Oil Aeration Using a Machine Learning Model
1887 -- 1904Shengqi Guan, Jiang Chang, Hongyu Shi, Xu Xiao, Zhenhao Li, Xu Wang, Xizhi Wang. Strip Steel Defect Classification Using the Improved GAN and EfficientNet
1905 -- 1929Latifa Belhaj Salah, Fathi Fourati. A greenhouse modeling and control using deep neural networks
1930 -- 1951Imene Khenissi, Mohamed Amine Fakhfakh, Raida Sellami, Rafik Neji. A New Approach for Optimal Sizing of a Grid Connected PV System Using PSO and GA Algorithms: Case of Tunisia
1952 -- 1969S. Alagu, N. Ahana priyanka, G. Kavitha, K. Bhoopathy Bagan. Automatic Detection of Acute Lymphoblastic Leukemia Using UNET Based Segmentation and Statistical Analysis of Fused Deep Features
1970 -- 1989Hui Ma 0009, Wenhao Lv, Yu Li, Yilun Liu. Image Adaptive Contrast Enhancement for Low-illumination Lane Lines Based on Improved Retinex and Guided Filter
1990 -- 2012Shirin Jahanmiri, Mostafa Asadizadeh, Aref Alipour, Samuel Nowak, Taghi Sherizadeh. Predicting the Contribution of Mining Sector to the Gross Domestic Product (GDP) Index Utilizing Heuristic Approaches
2013 -- 2036Mohammad Rasoul Khalilpour Darzi, Majid Khedmati, Seyed Taghi Akhavan Niaki. Correlation-augmented Naïve Bayes (CAN) Algorithm: A Novel Bayesian Method Adjusted for Direct Marketing
2037 -- 2066Wided Oueslati, Sonia Tahri, Hela Limam, Jalel Akaichi. A New Approach for Predicting the Future Position of a Moving Object: Hurricanes' Case Study
2067 -- 2086João Pedro Augusto Costa, Omar Andrés Carmona Cortes. A Convolutional Neural Network for Detecting Faults in Power Distribution Networks along a Railway: A Case Study Using YOLO
2087 -- 2101Theviyanthan Krishnamohan. Computing the Runs that Should Be Scored Every over When Chasing a Target in Limited-overs Cricket Using the A* Algorithm
2102 -- 2123Guruprasad Konnurmath, Satyadhyan Chickerur. Power-Aware Characteristics of Matrix Operations on Multicores
2124 -- 2156Isaac K. Ofori, Christopher Quaidoo, Pamela E. Ofori. What Drives Financial Sector Development in Africa? Insights from Machine Learning
2157 -- 2203Dilovan Asaad Zebari, Dheyaa Ahmed Ibrahim, Diyar Qader Zeebaree, Habibollah Haron, Merdin Shamal Salih, Robertas Damasevicius, Mazin Abed Mohammed. Systematic Review of Computing Approaches for Breast Cancer Detection Based Computer Aided Diagnosis Using Mammogram Images
2204 -- 2227Shu-Hsien Liao 0001, Retno Widowati, Hao-Yu Chang. A Data Mining Approach for Developing Online Streaming Recommendations
2228 -- 2245A. Stephen Sagayaraj, T. Kalavathi Devi, S. Umadevi. Prediction of Sulfur Content in Copra Using Machine Learning Algorithm
2246 -- 2275Sanjoy Debnath, Anand Jee, Debarati Sen, Srimanta Baishya, Wasim Arif. Energy Efficient Optimal Resource Allocation in Multi-RAT Heterogeneous Network
2276 -- 2297Chih-Ching Chang, Che-Chern Lin. Dormitory Assignment Using a Genetic Algorithm
2298 -- 2326Pavithra Latha Kumaresan, Sree Sharmila Thangaswamy, P. Subbulakshmi. Texture Image Classification and Retrieval Using Multi-resolution Radial Gradient Binary Pattern
2327 -- 2369Chimezie Leonard Oguego, Juan Carlos Augusto, Mark V. Springett, Mario Quinde, Carl James-Reynolds. Using Argumentation to Solve Conflicting Situations in Users' Preferences in Ambient Assisted Living
2370 -- 2388Ping Li, Hongliu Yu, Sujiao Li, Peng Xu. Comparative Study of Human Skin Detection Using Object Detection Based on Transfer Learning

Volume 35, Issue 14

1107 -- 1127Loyani K. Loyani, Karen L. Bradshaw, Dina Machuve. Segmentation of Tuta Absoluta's Damage on Tomato Plants: A Computer Vision Approach
1128 -- 1146Zh. A. Dayev, A. K. Kairakbaev. Fuzzy Interpretation of the Discharge Coefficient for the Orifice Plate of Automated Flow Rate Measuring Systems
1147 -- 1168David Chen. Analysis of Machine Learning Methods for COVID-19 Detection Using Serum Raman Spectroscopy
1169 -- 1195Dai-Lun Chiang, Sheng-Kuan Wang, Yi-Nan Lin, Cheng-Ying Yang, Victor R. L. Shen, Tong-Ying Tony Juang, Ting-Yi Liao. Development and Evaluation of a Novel Investment Decision System in Cryptocurrency Market
1196 -- 1218Mohammad Minhazul Alam, Md Gazuruddin, Nahian Ahmed, Abdul Motaleb, Masud Rana, Romman Riyadh Shishir, Sabrina Yeasmin, Rashedur M. Rahman. Classification of Deep-SAT Images under Label Noise

Volume 35, Issue 13

983 -- 1021Emmanuel Okewu, Phillip Adewole, Sanjay Misra, Rytis Maskeliunas, Robertas Damasevicius. Artificial Neural Networks for Educational Data Mining in Higher Education: A Systematic Literature Review
1022 -- 1042Tugbay Inan, Levent Cavas. Estimation of Market Values of Football Players through Artificial Neural Network: A Model Study from the Turkish Super League
1043 -- 1055V. Govindaraj, Arunadevi Baladhandapani. Machine Learning Based Power Estimation for CMOS VLSI Circuits
1056 -- 1080Severino F. Galán. Comparative Evaluation of the Fast Marching Method and the Fast Evacuation Method for Heterogeneous Media
1081 -- 1105Najmeh Sadat Jaddi, Salwani Abdullah, Mohd Zakree Ahmad Nazri. A Recurrence Population-based Great Deluge Algorithm with Independent Quality Estimation for Feature Selection from Academician Data

Volume 35, Issue 12

857 -- 875Frank Bodendorf, Benedict Wytopil, Jörg Franke. Business Analytics in Strategic Purchasing: Identifying and Evaluating Similarities in Supplier Documents
876 -- 892Xiaoci Zhang, Naijie Gu, Jie Chang 0001, Hong Ye. Predicting stock price movement using a DBN-RNN
893 -- 913José Luis Conradi Hoffmann, Leonardo Passig Horstmann, Mateus Martínez De Lucena, Gustavo Medeiros de Araújo, Antônio Augusto Fröhlich, Marcos Hisashi Napoli Nishioka. Anomaly Detection on Wind Turbines Based on a Deep Learning Analysis of Vibration Signals
914 -- 932Norfadzlia Mohd Yusof, Azah Kamilah Muda, Satrya Fajri Pratama. Swarm Intelligence-Based Feature Selection for Amphetamine-Type Stimulants (ATS) Drug 3D Molecular Structure Classification
933 -- 951Mohamed Atef Mosa. Predicting Semantic Categories in Text Based on Knowledge Graph Combined with Machine Learning Techniques
952 -- 981Bekir Aksoy, Osamah Khaled Musleh Salman, Özge Ekrem. Detection of Turkish Sign Language Using Deep Learning and Image Processing Methods

Volume 35, Issue 11

803 -- 833Sheela Ramanna, Cenker Sengoz, Scott Kehler, Dat Pham. Near Real-time Map Building with Multi-class Image Set Labeling and Classification of Road Conditions Using Convolutional Neural Networks
834 -- 856Panagiotis Anagnostou, Sotiris K. Tasoulis, Aristidis G. Vrahatis, Spiros V. Georgakopoulos, M. Prina, Jose L. Ayuso-Mateos, Joachim Bickenbach, I. Bayes-Marin, F. F. Caballero, L. Egea-Cortés, E. García-Esquinas, M. Leonardi, S. Scherbov, A. Tamosiunas, A. Galas, Josep Maria Haro, A. Sánchez-Martínez, Vassilis P. Plagianakos, D. Panagiotakos. Enhancing the Human Health Status Prediction: The ATHLOS Project

Volume 35, Issue 10

697 -- 716Imran Iqbal, Gbenga Abiodun Odesanmi, Jianxiang Wang, Li Liu. Comparative Investigation of Learning Algorithms for Image Classification with Small Dataset
717 -- 744Santiago Videgaín, Pablo García-Sánchez. Performance Study of Minimax and Reinforcement Learning Agents Playing the Turn-based Game Iwoki
745 -- 764Rachid Kaleche, Zakaria Bendaoud, Karim Bouamrane. An Improved Biogeography-Based Optimization for the Long-Term Carpooling Problem
765 -- 781Mo'taz Al-Hami, Raúl A. Casas, Subhieh El-Salhi, Sari Awwad, Fairouz Hussein. Real-Time Bird's Eye Surround View System: An Embedded Perspective
782 -- 801Rodrigo de Medrano, José Luis Aznarte. A New Spatio-Temporal Neural Network Approach for Traffic Accident Forecasting
802 -- 0. Retraction statement

Volume 35, Issue 1

1 -- 12Ulrich Kerzel. Enterprise AI Canvas Integrating Artificial Intelligence into Business
13 -- 24Xinni Liu, Kamarul Hawari Ghazali, Fengrong Han, Izzeldin Ibrahim Mohamed. Automatic Detection of Oil Palm Tree from UAV Images Based on the Deep Learning Method
25 -- 40Hironori Takimoto, Fumiya Omori, Akihiro Kanagawa. Image Aesthetics Assessment Based on Multi-stream CNN Architecture and Saliency Features
41 -- 62José Sousa, João Barata. Tracking the Wings of Covid-19 by Modeling Adaptability with Open Mobility Data
63 -- 79Ramin Ahmadi, Gholamhossein Ekbatanifard, Peyman Bayat. A Modified Grey Wolf Optimizer Based Data Clustering Algorithm
80 -- 104Dai-Lun Chiang, Sheng-Kuan Wang, Yu-Ying Wang, Yi-Nan Lin, Tsang-Yen Hsieh, Cheng-Ying Yang, Victor R. L. Shen, Hung-Wei Ho. Modeling and Analysis of Hadoop MapReduce Systems for Big Data Using Petri Nets