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ORCIDApplied Artificial Intelligence, Volume 34
Volume 34, Number 1, 2020
- Arthur Emanuel de Oliveira Carosia, Guilherme Palermo Coelho
, Ana Estela Antunes da Silva:
Analyzing the Brazilian Financial Market through Portuguese Sentiment Analysis in Social Media. 1-19 - Nishtha Hooda, Seema Bawa, Prashant Singh Rana:
Optimizing Fraudulent Firm Prediction Using Ensemble Machine Learning: A Case Study of an External Audit. 20-30 - M. Amarendhar Reddy, Kongara Ravindranath:
Virtual Machine Placement Using JAYA Optimization Algorithm. 31-46 - Sulaf Elshaar, Samira Sadaoui:
Semi-supervised Classification of Fraud Data in Commercial Auctions. 47-63 - Jecinta Mulongo, Marcellin Atemkeng, Theophilus Ansah-Narh, Rockefeller Rockefeller, Gabin Maxime Nguegnang, Marco Andrea Garuti:
Anomaly Detection in Power Generation Plants Using Machine Learning and Neural Networks. 64-79 - Makram Soui, Salima Smiti, Mohamed Wiem Mkaouer, Ridha Ejbali:
Bankruptcy Prediction Using Stacked Auto-Encoders. 80-100
Volume 34, Number 2, 2020
- Anjali Gautam, Vrijendra Singh:
CNN-VSR: A Deep Learning Architecture with Validation-Based Stopping Rule for Time Series Classication. 101-124 - Suman Ghosh, Ankit Kumar Dubey, Arup Kumar Das:
Numerical Inspection of Heterogeneity in Materials using 2D Heat-Conduction and Hybrid GA-tuned Neural-Network. 125-154 - Juan Carlos Augusto, José Ginés Gimenez-Manuel, Mario Quinde, Chimezie Leonard Oguego, S. M. Murad Ali, Carl James-Reynolds:
A Smart Environments Architecture (Search). 155-186
Volume 34, Number 3, 2020
- R. Venkata Rao, Rahul B. Pawar:
Self-adaptive Multi-population Rao Algorithms for Engineering Design Optimization. 187-250 - Vithya Yogarajan, Bernhard Pfahringer, Michael Mayo:
A review of Automatic end-to-end De-Identification: Is High Accuracy the Only Metric? 251-269
Volume 34, Number 4, 2020
- Paulo César Pereira Júnior, Alexandre Monteiro, Rafael Da Luz Ribeiro, Antonio Carlos Sobieranski, Aldo von Wangenheim:
Comparison of Supervised Classifiers and Image Features for Crop Rows Segmentation on Aerial Images. 271-291 - Sankalap Arora, Manik Sharma, Priyanka Anand:
A Novel Chaotic Interior Search Algorithm for Global Optimization and Feature Selection. 292-328 - Simone Accattoli, Paolo Sernani, Nicola Falcionelli, Dagmawi Neway Mekuria, Aldo Franco Dragoni:
Violence Detection in Videos by Combining 3D Convolutional Neural Networks and Support Vector Machines. 329-344
Volume 34, Number 5, 2020
- Rasoul Kiani, Amin Keshavarzi, Mahdi Bohlouli:
Detection of Thin Boundaries between Different Types of Anomalies in Outlier Detection Using Enhanced Neural Networks. 345-377 - Xiaojian Ding, Fan Yang, Jian Liu, Jie Cao:
Extreme Learning Regression for nu Regularization. 378-395 - Kwang-Il Park, June Seok Hong, Wooju Kim:
A Methodology Combining Cosine Similarity with Classifier for Text Classification. 396-411 - Pauline Hope Cheong:
Religion, Robots and Rectitude: Communicative Affordances for Spiritual Knowledge and Community. 412-431
Volume 34, Number 6, 2020
- Ameni Azzouz, Abir Chaabani, Meriem Ennigrou, Lamjed Ben Said:
Handling Sequence-dependent Setup Time Flexible Job Shop Problem with Learning and Deterioration Considerations using Evolutionary Bi-level Optimization. 433-455 - Bahjat Fatima, Ahmad Raza Shahid, Sheikh Ziauddin, Asad Ali Safi, Huma Ramzan:
Driver Fatigue Detection Using Viola Jones and Principal Component Analysis. 456-483 - Michael Mayo, Eibe Frank:
Improving Naive Bayes for Regression with Optimized Artificial Surrogate Data. 484-514 - Charanjeet Singh, Anuj Sharma:
Online Learning Using Multiple Times Weight Updating. 515-536
Volume 34, Number 7, 2020
- Mehdi El Krari, Belaïd Ahiod, Bouazza El Benani:
A Memetic Algorithm Based on Breakout Local Search for the Generalized Traveling Salesman Problem. 537-549 - Krzysztof Pytel:
Hybrid Multi-Evolutionary Algorithm to Solve Optimization Problems. 550-563 - Haci Mehmet Alakas, Bilal Toklu:
Problem Specific Variable Selection Rules for Constraint Programming: A Type II Mixed Model Assembly Line Balancing Problem Case. 564-584 - Kailash Gogineni, Akhil Chitreddy, Anirudh Vattikuti, Natarajan Palaniappan:
Gesture and Speech Recognizing Helper Bot. 585-595
Volume 34, Number 8, 2020
- Paolo Massimo Buscema, Masoud Asadi-Zeydabadi, Weldon A. Lodwick, Alphonse Nde Nembot, Alvin Bronstein, Francis Newman:
Analysis of the Ebola Outbreak in 2014 and 2018 in West Africa and Congo by Using Artificial Adaptive Systems. 597-617 - Ines Schulze-Horn, Sabrina Hueren, Paul Scheffler, Holger Schiele:
Artificial Intelligence in Purchasing: Facilitating Mechanism Design-based Negotiations. 618-642
Volume 34, Number 9, 2020
- Oleksii Sidorov:
Artificial Color Constancy via GoogLeNet with Angular Loss Function. 643-655 - S. Jeba Berlin, Mala John:
R-STDP Based Spiking Neural Network for Human Action Recognition. 656-673 - Alireza Nejadettehad, Hamid Mahini, Behnam Bahrak:
Short-term Demand Forecasting for Online Car-hailing Services Using Recurrent Neural Networks. 674-689
Volume 34, Number 10, 2020
- Hugo Sjöqvist, Martin Längkvist, Farrukh Javed:
An Analysis of Fast Learning Methods for Classifying Forest Cover Types. 691-709 - Anouer Bennajeh, Slim Bechikh, Lamjed Ben Said, Samir Aknine:
Multi-Agent Cooperation for an Active Perception Based on Driving Behavior: Application in a Car-Following Behavior. 710-729 - Sonal Linda, Sonajharia Minz, Kamal Kant Bharadwaj:
Effective Context-Aware Recommendations Based on Context Weighting Using Genetic Algorithm and Alleviating Data Sparsity. 730-753
Volume 34, Number 11, 2020
- Sevcan Aytaç Korkmaz:
Grade Level of Lignite Coal datas in the different areas with Decison Tree, Random Forest, and Discriminant Analysis Methods. 755-776 - Edward Kwadwo Boahen, Wang Changda, Bouya-Moko Brunel Elvire:
Detection of Compromised Online Social Network Account with an Enhanced Knn. 777-791 - Hervice Roméo Fogno Fotso, Claude Vidal Aloyem Kazé, Germaine Djuidje Kenmoe:
Optimal Input Variables Disposition of Artificial Neural Networks Models for Enhancing Time Series Forecasting Accuracy. 792-815
- Cristiano Guilherme De Souza Silva, Yuri Souza Padua, Siovani Cintra Felipussi:
LoCAR - Low-Cost Autonomous Robot for Object Detection with Voice Command and MobileNets. 816-831
- Md. Niaz Imtiaz, Md. Khaled Ben Islam:
Identifying Significance of Product Features on Customer Satisfaction Recognizing Public Sentiment Polarity: Analysis of Smart Phone Industry Using Machine-Learning Approaches. 832-848
Volume 34, Number 12, 2020
- Michael M. Li, Lily D. Li:
A Novel Method of Curve Fitting Based on Optimized Extreme Learning Machine. 849-865 - Brad Niepceron, Ahmed Nait-Sidi-Moh, Filippo Grassia:
Moving Medical Image Analysis to GPU Embedded Systems: Application to Brain Tumor Segmentation. 866-879 - Naushad Manzoor Laskar, Koushik Guha, Sourav Nath, Krishna Lal Baishnab, Prashanta Kumar Paul:
Optimal Sizing of Recycling Folded Cascode Amplifier for Low-Frequency Applications Using New Hybrid Swarm Intelligence-Based Technique. 880-897 - Alptekin Durmusoglu, Memet Merhad Ay, Zeynep Didem Unutmaz Durmusoglu:
A Classification Model for Predicting Fetus with down Syndrome - A Study from Turkey. 898-915 - Ahmed Toujani, Hammadi Achour, Sami Yassine Turki, Sami Faïz:
Estimating Forest Losses Using Spatio-temporal Pattern-based Sequence Classification Approach. 916-940 - Vladimir Djurisic, Ljiljana Kascelan, Suncica Rogic, Boban Melovic:
Bank CRM Optimization Using Predictive Classification Based on the Support Vector Machine Method. 941-955
Volume 34, Number 13, 2020
- Nijole Maknickiene, Algirdas Maknickas:
Evolino Recurrent Neural Network Ensemble for Speculation in Exchange Market in Time of Anomalies. 957-980 - Gayatri Pattnaik, Vimal K. Shrivastava, K. Parvathi:
Transfer Learning-Based Framework for Classification of Pest in Tomato Plants. 981-993 - Naushad Manzoor Laskar, Koushik Guha, Sourav Nath, Krishna Lal Baishnab, Prashanta Kumar Paul:
Optimal Sizing of Recycling Folded Cascode Amplifier for Low Frequency Applications Using New Hybrid Swarm Intelligence-Based Technique. 994-1010 - Chandan Singh, Ashutosh Aggarwal:
An Effective Approach for Noise Robust and Rotation Invariant Handwritten Character Recognition Using Zernike Moments Features and Optimal Similarity Measure. 1011-1037 - Ilker Ali Özkan:
A Novel Basketball Result Prediction Model Using a Concurrent Neuro-Fuzzy System. 1038-1054
Volume 34, Number 14, 2020
- Qingyang Xu, Wanqiang Zheng, Xiaoxiao Liu, Punan Jing:
Deep Learning Technique Based Surveillance Video Analysis for the Store. 1055-1073 - Jishnu Mukhoti, Sukanya Dutta, Ram Sarkar:
Handwritten Digit Classification in Bangla and Hindi Using Deep Learning. 1074-1099 - Cédric Beaulac, Jeffrey S. Rosenthal, Qinglin Pei, Debra Friedman, Suzanne L. Wolden, David Hodgson:
An evaluation of machine learning techniques to predict the outcome of children treated for Hodgkin-Lymphoma on the AHOD0031 trial. 1100-1114 - Karyna Isaieva, Yves Laprie, Nicolas Turpault, Alexis Houssard, Jacques Felblinger, Pierre-André Vuissoz:
Automatic Tongue Delineation from MRI Images with a Convolutional Neural Network Approach. 1115-1123 - Waqas Ahmed, Khan Muhammad, Fahad Irfan Siddiqui:
Predicting Calorific Value of Thar Lignite Deposit: A Comparison between Back-propagation Neural Networks (BPNN), Gradient Boosting Trees (GBT), and Multiple Linear Regression (MLR). 1124-1136 - Jiyuan Cai, Lingkun Luo, Shiqiang Hu:
Bi-direction Direct RGB-D Visual Odometry. 1137-1158 - Wei Cheng Wang, Rongshun Chen:
An Effective Way to Large-Scale Robot-Path-Planning Using a Hybrid Approach of Pre-Clustering and Greedy Heuristic. 1159-1175
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