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15th AIAI 2019: Hersonissos, Crete, Greece
- John MacIntyre, Ilias Maglogiannis, Lazaros S. Iliadis, Elias Pimenidis:
Artificial Intelligence Applications and Innovations - 15th IFIP WG 12.5 International Conference, AIAI 2019, Hersonissos, Crete, Greece, May 24-26, 2019, Proceedings. IFIP Advances in Information and Communication Technology 559, Springer 2019, ISBN 978-3-030-19822-0
Invited Paper
- Abdolreza Shirvani, B. John Oommen
:
The Power of the "Pursuit" Learning Paradigm in the Partitioning of Data. 3-16
AI Anomaly Detection - Active Learning
- Konstantinos Demertzis
Cyber-Typhon: An Online Multi-task Anomaly Detection Framework. 19-36 - Stamatis Karlos
Investigating the Benefits of Exploiting Incremental Learners Under Active Learning Scheme. 37-49 - Will Serrano
The Blockchain Random Neural Network in Cybersecurity and the Internet of Things. 50-63
Autonomous Vehicles - Aerial Vehicles
- Qinbing Fu
A Visual Neural Network for Robust Collision Perception in Vehicle Driving Scenarios. 67-79 - Jiannan Zhao
An LGMD Based Competitive Collision Avoidance Strategy for UAV. 80-91 - Tangyike Zhang, Songyi Zhang, Yu Chen, Chao Xia, Shi-tao Chen, Nanning Zheng:
Mixture Modules Based Intelligent Control System for Autonomous Driving. 92-104
Biomedical AI
- Seyed Sahand Mohammadi Ziabari
An Adaptive Temporal-Causal Network Model for Stress Extinction Using Fluoxetine. 107-119 - Jaakko Hollmén, Panagiotis Papapetrou:
Clustering Diagnostic Profiles of Patients. 120-126 - Athanasios Kallipolitis
Emotion Analysis in Hospital Bedside Infotainment Platforms Using Speeded up Robust Features. 127-138 - Corinne G. Allaart, Lena Mondrejevski, Panagiotis Papapetrou:
FISUL: A Framework for Detecting Adverse Drug Events from Heterogeneous Medical Sources Using Feature Importance. 139-151
Classification - Clustering
- Konstantinos K. Delibasis
A New Topology-Preserving Distance Metric with Applications to Multi-dimensional Data Clustering. 155-166 - Suvra Jyoti Choudhury
Classification of Incomplete Data Using Autoencoder and Evidential Reasoning. 167-177 - Agus Budi Raharjo
Dynamic Reliable Voting in Ensemble Learning. 178-187 - Zijian Kang, Le Wang, Ziyi Liu, Qilin Zhang
Extracting Action Sensitive Features to Facilitate Weakly-Supervised Action Localization. 188-201 - Xiaodan Deng, Xiaoxuan Sun, Ping Guo
Image Recognition Based on Combined Filters with Pseudoinverse Learning Algorithm. 202-209
Constraint Programming - Brain Inspired Modeling
- Parthiv B. Rana, Jigar L. Patel, Devdas I. Lalwani:
Design-Parameters Optimization of a Deep-Groove Ball Bearing for Different Boundary Dimensions, Employing Amended Differential Evolution Algorithm. 213-222 - Si-yu Yu, Nanning Zheng, Hao Wu, Ming Du, Badong Chen
Exploring Brain Effective Connectivity in Visual Perception Using a Hierarchical Correlation Network. 223-235 - Ke Liu
Solving the Talent Scheduling Problem by Parallel Constraint Programming. 236-244
Deep Learning - Convolutional ANN
- Giorgio Lucarelli, Matteo Borrotti:
A Deep Reinforcement Learning Approach for Automated Cryptocurrency Trading. 247-258 - Harald Schallner
Capacity Requirements Planning for Production Companies Using Deep Reinforcement Learning - Use Case for Deep Planning Methodology (DPM). 259-271 - George Kyriakides
Comparison of Neural Network Optimizers for Relative Ranking Retention Between Neural Architectures. 272-281 - Giorgio Morales
Detecting Violent Robberies in CCTV Videos Using Deep Learning. 282-291 - Babajide O. Ayinde, Keishin Nishihama, Jacek M. Zurada:
Diversity Regularized Adversarial Deep Learning. 292-306 - Leonardo Nogueira Matos
Interpretability of a Deep Learning Model for Rodents Brain Semantic Segmentation. 307-318 - Fabio Fassetti, Ilaria Fassetti, Simona Nisticò
Learning and Detecting Stuttering Disorders. 319-330 - Linfeng Sui, Xuyang Zhao, Qibin Zhao, Toshihisa Tanaka, Jianting Cao:
Localization of Epileptic Foci by Using Convolutional Neural Network Based on iEEG. 331-339 - Aliaksandr Barushka, Petr Hájek:
Review Spam Detection Using Word Embeddings and Deep Neural Networks. 340-350 - Ladislav Lenc, Jirí Martínek
Tools for Semi-automatic Preparation of Training Data for OCR. 351-361 - Jirí Martínek
Training Strategies for OCR Systems for Historical Documents. 362-373 - Neha Bansal, Arun Sharma
A Review on the Application of Deep Learning in Legal Domain. 374-381 - Pradeep Hewage
Long-Short Term Memory for an Effective Short-Term Weather Forecasting Model Using Surface Weather Data. 382-390 - Andrés Ovidio Restrepo Rodríguez
Segmentation Methods for Image Classification Using a Convolutional Neural Network on AR-Sandbox. 391-398
Fuzzy Modeling
- Augusto Junio Guimarães
A Hybrid Model Based on Fuzzy Rules to Act on the Diagnosed of Autism in Adults. 401-412 - Suchismita Das
An Unsupervised Fuzzy Rule-Based Method for Structure Preserving Dimensionality Reduction with Prediction Ability. 413-424 - Petr Hájek
Interpretable Fuzzy Rule-Based Systems for Detecting Financial Statement Fraud. 425-436
Learning Automata - Logic Based Reasoning
- Omar Ghaleb, B. John Oommen
Learning Automata-Based Solutions to the Single Elevator Problem. 439-450 - O. Ekaba Bisong
Optimizing Self-organizing Lists-on-Lists Using Enhanced Object Partitioning. 451-463 - Dimitrios Arampatzis, Maria Doulgeraki, Michail Giannoulis, Evropi Stefanidi, Theodore Patkos:
EduBAI: An Educational Platform for Logic-Based Reasoning. 464-472
Machine Learning - Natural Language
- Tiago Azevedo
A Machine Learning Tool for Interpreting Differences in Cognition Using Brain Features. 475-486 - András Dobó
Comparison of the Best Parameter Settings in the Creation and Comparison of Feature Vectors in Distributional Semantic Models Across Multiple Languages. 487-499 - Christos Makris
Distributed Community Prediction for Social Graphs Based on Louvain Algorithm. 500-511 - Theodoros Iliou, Georgia Konstantopoulou, Christina Lymperopoulou, Konstantinos Anastasopoulos, George C. Anastassopoulos
Iliou Machine Learning Data Preprocessing Method for Suicide Prediction from Family History. 512-519 - Ernst-Josef Behmer, Krishna Chandramouli
Ontology Population Framework of MAGNETO for Instantiating Heterogeneous Forensic Data Modalities. 520-531 - Siva Krishna Dasari
Random Forest Surrogate Models to Support Design Space Exploration in Aerospace Use-Case. 532-544 - Stamatios-Aggelos N. Alexandropoulos, Christos K. Aridas
Stacking Strong Ensembles of Classifiers. 545-556
Multi Agent - IoT
- Alexander Wendt, Maximilian Götzinger, Thilo Sauter
An Agent-Based Framework for Complex Networks. 559-570 - Hanen Lejmi Riahi
Studying Emotions at Work Using Agent-Based Modeling and Simulation. 571-583 - Spyridon Blatsios, Ioannis Refanidis
Towards an Adaption and Personalisation Solution Based on Multi Agent System Applied on Serious Games. 584-594
Nature Inspired Flight and Robot Control - Machine Vision
- Huatian Wang
Constant Angular Velocity Regulation for Visually Guided Terrain Following. 597-608 - Sandeep Singh Sengar
Motion Segmentation Based on Structure-Texture Decomposition and Improved Three Frame Differencing. 609-622 - Ying Bai, Dali Wang:
Using Shallow Neural Network Fitting Technique to Improve Calibration Accuracy of Modeless Robots. 623-631
Recommendation Systems
- Ioannis Maniadis, Konstantinos N. Vavliakis, Andreas L. Symeonidis
Banner Personalization for e-Commerce. 635-646 - Antonios Papaleonidas, Elias Pimenidis, Lazaros S. Iliadis:
Hybrid Data Set Optimization in Recommender Systems Using Fuzzy T-Norms. 647-659 - Iotaomicronannis Schoinas, Christos Tjortjis
MuSIF: A Product Recommendation System Based on Multi-source Implicit Feedback. 660-672 - Flora Sakketou, Nicholas Ampazis:
On the Invariance of the SELU Activation Function on Algorithm and Hyperparameter Selection in Neural Network Recommenders. 673-685
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