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Applied Artificial Intelligence, Volume 35
Volume 35, Number 1, 2021
- Ulrich Kerzel:
Enterprise AI Canvas Integrating Artificial Intelligence into Business. 1-12 - Xinni Liu, Kamarul Hawari Ghazali, Fengrong Han, Izzeldin Ibrahim Mohamed:
Automatic Detection of Oil Palm Tree from UAV Images Based on the Deep Learning Method. 13-24 - Hironori Takimoto, Fumiya Omori, Akihiro Kanagawa:
Image Aesthetics Assessment Based on Multi-stream CNN Architecture and Saliency Features. 25-40 - José L. R. Sousa
, João Barata
Tracking the Wings of Covid-19 by Modeling Adaptability with Open Mobility Data. 41-62 - Ramin Ahmadi, Gholamhossein Ekbatanifard, Peyman Bayat
A Modified Grey Wolf Optimizer Based Data Clustering Algorithm. 63-79 - Dai-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. 80-104
Volume 35, Number 2, 2021
- A. Seetharaman, Nitin Patwa
Impact of Factors Influencing Cyber Threats on Autonomous Vehicles. 105-132 - S. M. T. Fatemi Ghomi
A Multi-objective Particle Swarm Optimization Based on Pareto Archive for Integrated Production and Distribution Planning in A Green Supply Chain. 133-153 - Sudeep D. Thepade
Land Usage Identification with Fusion of Thepade SBTC and Sauvola Thresholding Features of Aerial Images Using Ensemble of Machine Learning Algorithms. 154-170 - Qijun Li
A Hybrid Greedy Sine Cosine Algorithm with Differential Evolution for Global Optimization and Cylindricity Error Evaluation. 171-191
Volume 35, Number 3, 2021
- Oanh Thi Tran, Viet The Bui:
Neural Text Normalization in Speech-to-Text Systems with Rich Features. 193-205 - S. Sujamol, Vimina E. R.
Improving Recurrence Prediction Accuracy of Ovarian Cancer Using Multi-phase Feature Selection Methodology. 206-226 - Milos J. Milovanovic
A Hybrid PPSOGSA Algorithm for Optimal Volt/VAr/THDv Control in Distorted Radial Distribution Systems. 227-246 - Jingwei Too
General Learning Equilibrium Optimizer: A New Feature Selection Method for Biological Data Classification. 247-263
Volume 35, Number 4, 2021
- Alexander Avdeev, Khaled Assaleh
Quadrotor Attitude Dynamics Identification Based on Nonlinear Autoregressive Neural Network with Exogenous Inputs. 265-289 - Yu Sun
Classifier Selection and Ensemble Model for Multi-class Imbalance Learning in Education Grants Prediction. 290-303 - Hadis Heidari
New Weighted Mean-Based Patterns for Texture Analysis and Classification. 304-325 - Richa
Trust and Distrust based Cross-domain Recommender System. 326-351
Volume 35, Number 5, 2021
- Federico Mari, Annalisa Massini, Igor Melatti, Enrico Tronci:
A Constraint Optimization-Based Sense and Response System for Interactive Business Performance Management. 353-372 - Maryam Arbab, Morteza Rahbar, Mojgan Arbab
A Comparative Study of Artificial Intelligence Models for Predicting Interior Illuminance. 373-392 - Hasan Aka
Estimating the England Premier League Ranking with Artificial Neural Network. 393-402
Volume 35, Number 6, 2021
- Laxmi Shanker Maurya
Developing Classifiers through Machine Learning Algorithms for Student Placement Prediction Based on Academic Performance. 403-420 - Ugur Yayan
A Novel Method for SoH Prediction of Batteries Based on Stacked LSTM with Quick Charge Data. 421-439 - Tamal Ghosh
A Collaborative Beetle Antennae Search Algorithm Using Memory Based Adaptive Learning. 440-475 - Manuel Eugenio Morocho Cayamcela
Pattern recognition of soldier uniforms with dilated convolutions and a modified encoder-decoder neural network architecture. 476-487
Volume 35, Number 7, 2021
- Akshay Pilani
Contextual Bandit Approach-based Recommendation System for Personalized Web-based Services. 489-504 - Nouran M. Radwan
A Proposed Method for Multi-Criteria Group Decision Making: An Application to Site Selection. 505-519 - Marcio Aurelio dos Santos Alencar
A Sentiment Analysis Framework for Virtual Learning Environment. 520-536 - Hansen Liu
Unmanned Aerial Vehicle Acoustic Localization Using Multilayer Perceptron. 537-548
Volume 35, Number 8, 2021
- Sladjana M. Djurasevic
Anomaly Detection Model for Predicting Hard Disk Drive Failures. 549-566 - Behrooz Noori:
Classification of Customer Reviews Using Machine Learning Algorithms. 567-588 - Hurnjoo Lee, Hyeoncheol Kim:
Uncertainty of Rules Extracted from Artificial Neural Networks. 589-604 - Mohamed A. Mohandes, Shafiqur Rehman
Wind Speed Predictability Accuracy with Height Using LiDAR Based Measurements and Artificial Neural Networks. 605-622
Volume 35, Number 9, 2021
- Abdul Rehman, Summra Saleem, Muhammad Usman Ghani, Saira Jabeen, M. Omair Shafiq:
Scene Recognition by Joint Learning of DNN from Bag of Visual Words and Convolutional DCT Features. 623-641 - Luis Lugo, Emiliano Barreto-Hernandez:
A Recurrent Neural Network approach for whole genome bacteria identification. 642-656 - Tianhua Chen
Automatic Diagnosis of Attention Deficit Hyperactivity Disorder Using Machine Learning. 657-669 - Eleni Vrochidou
Assessment and Localization of Structural Damage in r/c Structures through Intelligent Seismic Signal Processing. 670-695
Volume 35, Number 10, 2021
- Imran Iqbal
Comparative Investigation of Learning Algorithms for Image Classification with Small Dataset. 697-716 - Santiago Videgaín
Performance Study of Minimax and Reinforcement Learning Agents Playing the Turn-based Game Iwoki. 717-744 - Rachid Kaleche
An Improved Biogeography-Based Optimization for the Long-Term Carpooling Problem. 745-764 - Mo'taz Al-Hami
Real-Time Bird's Eye Surround View System: An Embedded Perspective. 765-781 - Rodrigo de Medrano
A New Spatio-Temporal Neural Network Approach for Traffic Accident Forecasting. 782-801
- Retraction statement. 802
Volume 35, Number 11, 2021
- Sheela Ramanna
Near Real-time Map Building with Multi-class Image Set Labeling and Classification of Road Conditions Using Convolutional Neural Networks. 803-833 - Panagiotis Anagnostou
Enhancing the Human Health Status Prediction: The ATHLOS Project. 834-856
Volume 35, Number 12, 2021
- Frank Bodendorf, Benedict Wytopil, Jörg Franke
Business Analytics in Strategic Purchasing: Identifying and Evaluating Similarities in Supplier Documents. 857-875 - Xiaoci Zhang, Naijie Gu, Jie Chang, Hong Ye:
Predicting stock price movement using a DBN-RNN. 876-892 - José Luis Conradi Hoffmann
Anomaly Detection on Wind Turbines Based on a Deep Learning Analysis of Vibration Signals. 893-913 - Norfadzlia Mohd Yusof
Swarm Intelligence-Based Feature Selection for Amphetamine-Type Stimulants (ATS) Drug 3D Molecular Structure Classification. 914-932 - Mohamed Atef Mosa
Predicting Semantic Categories in Text Based on Knowledge Graph Combined with Machine Learning Techniques. 933-951 - Bekir Aksoy
Detection of Turkish Sign Language Using Deep Learning and Image Processing Methods. 952-981
Volume 35, Number 13, 2021
- Emmanuel Okewu, Phillip Adewole, Sanjay Misra
Artificial Neural Networks for Educational Data Mining in Higher Education: A Systematic Literature Review. 983-1021 - Tugbay Inan
Estimation of Market Values of Football Players through Artificial Neural Network: A Model Study from the Turkish Super League. 1022-1042 - V. Govindaraj
Machine Learning Based Power Estimation for CMOS VLSI Circuits. 1043-1055 - Severino F. Galán
Comparative Evaluation of the Fast Marching Method and the Fast Evacuation Method for Heterogeneous Media. 1056-1080 - Najmeh Sadat Jaddi
A Recurrence Population-based Great Deluge Algorithm with Independent Quality Estimation for Feature Selection from Academician Data. 1081-1105
Volume 35, Number 14, 2021
- Loyani K. Loyani
Segmentation of Tuta Absoluta's Damage on Tomato Plants: A Computer Vision Approach. 1107-1127 - Zh. A. Dayev
Fuzzy Interpretation of the Discharge Coefficient for the Orifice Plate of Automated Flow Rate Measuring Systems. 1128-1146 - David Chen
Analysis of Machine Learning Methods for COVID-19 Detection Using Serum Raman Spectroscopy. 1147-1168 - Dai-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. 1169-1195 - Mohammad Minhazul Alam
Classification of Deep-SAT Images under Label Noise. 1196-1218
Volume 35, Number 15, December 2021
- Razan Jamous, Hosam Alrahhal, Mohamed El-Darieby:
Neural Network Architecture Selection Using Particle Swarm Optimization Technique. 1219-1236 - Dingming Yang
Deep Learning Based Steel Pipe Weld Defect Detection. 1237-1249 - Subhamay Basu, Mousumi Basu:
Horse Herd Optimization Algorithm for Fuel Constrained Day-ahead Scheduling of Isolated Nanogrid. 1250-1270 - Adnen Mahmoud
Hybrid Attention-based Approach for Arabic Paraphrase Detection. 1271-1286 - Aman Jatain
Classification based levodopamine response prediction in parkinson's disorder. 1287-1303 - Nishu Bali, Anshu Singla
Deep Learning Based Wheat Crop Yield Prediction Model in Punjab Region of North India. 1304-1328 - Sophia Shi:
A novel hybrid deep learning architecture for predicting acute kidney injury using patient record data and ultrasound kidney images. 1329-1345 - Arbena Musa
Attack Analysis of Face Recognition Authentication Systems Using Fast Gradient Sign Method. 1346-1360 - A. Annie Micheal
A Novel Hybrid Feature Framework for Multi-View Age Estimation. 1361-1387 - Sourav Kumar Purohit
Time Series Forecasting of Price of Agricultural Products Using Hybrid Methods. 1388-1406 - Ömer Kasim
Biometric Authentication from Photic Stimulated EEG Records. 1407-1419 - Ali Nawaz
A Comprehensive Literature Review of Application of Artificial Intelligence in Functional Magnetic Resonance Imaging for Disease Diagnosis. 1420-1438 - Cheng-Hsiung Weng, Cheng-Kui Huang
A Hybrid Machine Learning Model for Credit Approval. 1439-1465 - Yasir Afaq
Happiness Index Determination by Analyzing Satellite Images for Urbanization. 1466-1489 - Yi-Chung Hu
Integrating Nonlinear Interval Regression Analysis with a Remnant Grey Prediction Model for Energy Demand Forecasting. 1490-1507 - Subhamay Basu, Mousumi Basu:
Modified Student Psychology Based Optimization Algorithm for Economic Dispatch Problems. 1508-1528 - Jiang Hai
A Visual Navigation System for UAV under Diverse Illumination Conditions. 1529-1549 - Jian Li
A Credit Risk Model with Small Sample Data Based on G-XGBoost. 1550-1566 - Adil Yousif
An Enhanced Firefly Algorithm for Time Shared Grid Task Scheduling. 1567-1586 - Josephine Usha Lawrance
Privacy Preserving Parallel Clustering Based Anonymization for Big Data Using MapReduce Framework. 1587-1620 - Safa Alsafari
Semi-Supervised Self-Training of Hate and Offensive Speech from Social Media. 1621-1645 - Sunita Jalal
A Multiobjective Discrete Grey Wolf Optimization Approach for Transactional and QoS-driven Web Services Composition. 1646-1684 - Neha Hooda, Neelesh Kumar:
Optimal Channel-set and Feature-set Assessment for Foot Movement Based EMG Pattern Recognition. 1685-1707 - Vikas Khullar
Meltdown/Tantrum Detection System for Individuals with Autism Spectrum Disorder. 1708-1732 - Heba M. Afify
A Comparative Study of Protein Sequences Classification-Based Machine Learning Methods for COVID-19 Virus against HIV-1. 1733-1745 - Nguyen Thon Da
Enhancing the Time Performance of Encrypting and Decrypting Large Tabular Data. 1746-1754 - Paraskevi Zacharia
The Vehicle Routing Problem with Fuzzy Payloads considering Fuel Consumption. 1755-1776 - Vida Doryanizadeh, Amin Keshavarzi
Energy Efficient Cluster Head Selection in Internet of Things Using Minimum Spanning Tree (EEMST). 1777-1802 - Umer Khalil
Time Series Analysis of Land Surface Temperature and Drivers of Urban Heat Island Effect Based on Remotely Sensed Data to Develop a Prediction Model. 1803-1828 - Semih Ozden
Artificial Bee Colony-Artificial Neural Network (ABC-ANN) Hybrid Algorithm's Performance on the Modeling of Thermodynamic Properties of a Refrigerant Gas (R404a). 1829-1853 - Sid Ahmed Mokhtar Mostefaoui
A DBN-DEVS Extension for Modeling and Simulate Uncertain Systems. 1854-1868 - Vainatey Kulkarni
Intelligent Detection and Real-time Monitoring of Engine Oil Aeration Using a Machine Learning Model. 1869-1886 - Shengqi Guan
Strip Steel Defect Classification Using the Improved GAN and EfficientNet. 1887-1904 - Latifa Belhaj Salah
A greenhouse modeling and control using deep neural networks. 1905-1929 - Imene 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. 1930-1951 - S. Alagu
Automatic Detection of Acute Lymphoblastic Leukemia Using UNET Based Segmentation and Statistical Analysis of Fused Deep Features. 1952-1969 - Hui Ma
Image Adaptive Contrast Enhancement for Low-illumination Lane Lines Based on Improved Retinex and Guided Filter. 1970-1989 - Shirin Jahanmiri
Predicting the Contribution of Mining Sector to the Gross Domestic Product (GDP) Index Utilizing Heuristic Approaches. 1990-2012 - Mohammad Rasoul Khalilpour Darzi, Majid Khedmati
Correlation-augmented Naïve Bayes (CAN) Algorithm: A Novel Bayesian Method Adjusted for Direct Marketing. 2013-2036 - Wided Oueslati
A New Approach for Predicting the Future Position of a Moving Object: Hurricanes' Case Study. 2037-2066 - João Pedro Augusto Costa
A Convolutional Neural Network for Detecting Faults in Power Distribution Networks along a Railway: A Case Study Using YOLO. 2067-2086 - Theviyanthan Krishnamohan
Computing the Runs that Should Be Scored Every over When Chasing a Target in Limited-overs Cricket Using the A* Algorithm. 2087-2101 - Guruprasad Konnurmath
Power-Aware Characteristics of Matrix Operations on Multicores. 2102-2123 - Isaac K. Ofori
What Drives Financial Sector Development in Africa? Insights from Machine Learning. 2124-2156 - Dilovan Asaad Zebari
Systematic Review of Computing Approaches for Breast Cancer Detection Based Computer Aided Diagnosis Using Mammogram Images. 2157-2203 - Shu-Hsien Liao
A Data Mining Approach for Developing Online Streaming Recommendations. 2204-2227 - A. Stephen Sagayaraj
Prediction of Sulfur Content in Copra Using Machine Learning Algorithm. 2228-2245 - Sanjoy Debnath
Energy Efficient Optimal Resource Allocation in Multi-RAT Heterogeneous Network. 2246-2275 - Chih-Ching Chang, Che-Chern Lin
Dormitory Assignment Using a Genetic Algorithm. 2276-2297 - Pavithra Latha Kumaresan, Sree Sharmila Thangaswamy
Texture Image Classification and Retrieval Using Multi-resolution Radial Gradient Binary Pattern. 2298-2326 - Chimezie Leonard Oguego, Juan Carlos Augusto, Mark V. Springett, Mario Quinde
Using Argumentation to Solve Conflicting Situations in Users' Preferences in Ambient Assisted Living. 2327-2369 - Ping Li
Comparative Study of Human Skin Detection Using Object Detection Based on Transfer Learning. 2370-2388
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