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14th AIAI 2018: Rhodes, Greece
- Lazaros S. Iliadis, Ilias Maglogiannis, Vassilis P. Plagianakos:
Artificial Intelligence Applications and Innovations - 14th IFIP WG 12.5 International Conference, AIAI 2018, Rhodes, Greece, May 25-27, 2018, Proceedings. IFIP Advances in Information and Communication Technology 519, Springer 2018, ISBN 978-3-319-92006-1
Social Media - Games - Ontologies
- Armando H. Taucer, Spencer Polk, B. John Oommen
:
On Addressing the Challenges of Complex Stochastic Games Using "Representative" Moves. 3-13 - Alexandros Georgiou, Andreas Kanavos, Christos Makris
Finding Influential Users in Twitter Using Cluster-Based Fusion Methods of Result Lists. 14-27 - Sarah Elsharkawy, Ghada Hassan, Tarek Nabhan, Mohamed Roushdy
Studying the Dissemination of the K-core Influence in Twitter Cascades. 28-37 - Aliaksandr Barushka, Petr Hájek
Spam Filtering in Social Networks Using Regularized Deep Neural Networks with Ensemble Learning. 38-49 - Chao Chen, Gabriel Terejanu:
Sub-event Detection on Twitter Network. 50-60 - Anitta Thomas, Aurona J. Gerber, Alta van der Merwe:
Ontology-Based Spatial Pattern Recognition in Diagrams. 61-72
Deep Learning
- Sergey Rodionov, Alexey Potapov, Hugo Latapie, Enzo Fenoglio, Maxim Peterson:
Improving Deep Models of Person Re-identification for Cross-Dataset Usage. 75-84 - Nikolaos Kolokas, Anastasios Drosou, Dimitrios Tzovaras
Keywords-To-Text Synthesis Using Recurrent Neural Network. 85-96 - Jinliang Zang, Le Wang, Ziyi Liu, Qilin Zhang
Attention-Based Temporal Weighted Convolutional Neural Network for Action Recognition. 97-108 - Ziyi Liu, Le Wang, Nanning Zheng:
Content-Aware Attention Network for Action Recognition. 109-120 - Kai Yi
Cognition-Based Deep Learning: Progresses and Perspectives. 121-132 - Liyun Gong, Miao Yu
A Novel Camera Based Approach for Automatic Expiry Date Detection and Recognition on Food Packages. 133-142 - Yuhao Huang, Shi-tao Chen
Spatial-Temproal Based Lane Detection Using Deep Learning. 143-154
Support Vector Machines
- Paul Kelly, Luca Longo
An Investigation into the Effects of Multiple Kernel Combinations on Solutions Spaces in Support Vector Machines. 157-167 - Adrian-Catalin Florea, Razvan Andonie
A Dynamic Early Stopping Criterion for Random Search in SVM Hyperparameter Optimization. 168-180
Constraints
- Amelia Badica, Costin Badica
Greedy Heuristics for Automatic Synthesis of Efficient Block-Structured Scheduling Processes from Declarative Specifications. 183-195 - Irsha Tehseen
Corpus Based Machine Translation for Scientific Text. 196-206
Machine Learning - Regression - Classification
- Sven Löffler, Ke Liu
The Regularization of CSPs for Rostering, Planning and Resource Management Problems. 209-218 - Silvia Curteanu, Florin Leon
An Evaluation of Regression Algorithms Performance for the Chemical Process of Naphthalene Sublimation. 219-230 - Miquel Lopez-Suarez, Eva Armengol, S. Calsamiglia, L. Castillejos
Using Decision Trees to Extract Patterns for Dairy Culling Management. 231-239 - Rubén Martín-Vázquez, Ricardo Aler
Wind Energy Forecasting at Different Time Horizons with Individual and Global Models. 240-248 - Sheng-Hui Wang, Huai-Ting Li, En-Jui Chang, An-Yeu Andy Wu:
Entropy-Assisted Emotion Recognition of Valence and Arousal Using XGBoost Classifier. 249-260 - Eoin Rogers, Robert J. Ross
Evaluating Sequence Discovery Systems in an Abstraction-Aware Manner. 261-272 - Daniel Stamate, Wajdi Alghamdi, Daniel Stahl, Doina Logofatu, Alexander Zamyatin:
PIDT: A Novel Decision Tree Algorithm Based on Parameterised Impurities and Statistical Pruning Approaches. 273-284 - Alexandra Degeest, Michel Verleysen
Smoothness Bias in Relevance Estimators for Feature Selection in Regression. 285-294
Neural Networks
- Will Serrano
The Random Neural Network with a Genetic Algorithm and Deep Learning Clusters in Fintech: Smart Investment. 297-310 - Daniel Stamate, Wajdi Alghamdi, Daniel Stahl, Alexander Zamyatin, Robin M. Murray, Marta Di Forti:
Can Artificial Neural Networks Predict Psychiatric Conditions Associated with Cannabis Use? 311-322 - Mehmet Yigit Yildirim, Mert Ozer, Hasan Davulcu:
Cost-Sensitive Decision Making for Online Fraud Management. 323-336 - Petia D. Koprinkova-Hristova
Echo State Network for Classification of Human Eye Movements During Decision Making. 337-348
Medical Intelligence
- Theodoros Iliou, Georgia Konstantopoulou, Ioannis M. Stephanakis, Konstantinos Anastasopoulos, Dimitrios K. Lymberopoulos, George C. Anastassopoulos
Iliou Machine Learning Data Preprocessing Method for Stress Level Prediction. 351-361 - Maria Hotoiu, Federico Tavella
A Temporal-Causal Network Model for the Internal Processes of a Person with a Borderline Personality Disorder. 362-373 - Athanasios Kallipolitis
Content Based Image Retrieval in Digital Pathology Using Speeded Up Robust Features. 374-384 - Lucas Rizzo
An Investigation of Argumentation Theory for the Prediction of Survival in Elderly Using Biomarkers. 385-397
Recommender Systems
- Nikolaos Polatidis
Reproducibility of Experiments in Recommender Systems Evaluation. 401-409
Optimization
- Panagiotis Spentzouris, Iordanis Koutsopoulos, Kasper Grud Madsen, Tommy Vestergaard Hansen:
Advertiser Bidding Prediction and Optimization in Online Advertising. 413-424 - Ilias Kalamaras, Anastasios Drosou, Konstantinos Votis
A Multi-objective Data Mining Approach for Road Traffic Prediction. 425-436 - Kristiyan Balabanov, Doina Logofatu, Costin Badica
A Simulation-Based Analysis of Interdependent Populations in a Dynamic Ecological Environment. 437-448
Learning - Intelligence
- Anis Yazidi, Xuan Zhang, Lei Jiao, B. John Oommen
The Hierarchical Continuous Pursuit Learning Automation for Large Numbers of Actions. 451-461 - Di Zhou, Yuxin Zhao, Chang Liu, Yanlong Liu:
Speedup of Network Training Process by Eliminating the Overshoots of Outputs. 462-470 - Daniela Rincón
Collective Intelligence for Decision-Making in Complex Environments: Literature Review. 471-480 - Anis Yazidi, Hugo Lewi Hammer:
Quantile Estimation Based on the Principles of the Search on the Line. 481-492
Heuristic approaches - Cloud
- Akemi Gálvez
Improved Cuckoo Search with Luus-Jakoola Heuristics for the IFS Inverse Problem of Binary Self-Similar Fractal Images. 495-506 - Rejab Hajlaoui, Tarek Moulahi
A Scatter Search Based Heuristic for Reliable Clustering in Vehicular Ad Hoc Networks. 507-519 - Rubén Solozabal, Aitor Sanchoyerto
Providing Mission-Critical Services over 5G Radio Access Network. 520-530
Fuzzy
- Ashraf A. Afifi:
A Study of Heuristic Evaluation Measures in Fuzzy Rule Induction. 533-545 - Aybüke Öztürk
A Visual Quality Index for Fuzzy C-Means. 546-555 - Esteban Arias Caracas
Evaluation of the Linked Open Data Quality Based on a Fuzzy Logic Model. 556-567 - Mike Spiliotis
A Hybrid Fuzzy Regression-Based Methodology for Normal Distribution (Case Study: Cumulative Annual Precipitation). 568-579 - Trasanides George, Tsaousi Georgia, Kingsley Adjenughwure
Fuzzy Approach for Bibliometric Analysis of Publication Trends on Intragastric Balloon as a Minimally Invasive Procedure for Weight Loss in Obese Individuals. 580-591 - Konstantinos Demertzis
Temporal Modeling of Invasive Species' Migration in Greece from Neighboring Countries Using Fuzzy Cognitive Maps. 592-605 - Dimitris K. Kardaras, Stavros Kaperonis
An Approach to Modelling User Interests Using TF-IDF and Fuzzy Sets Qualitative Comparative Analysis. 606-615
Human & Computer Interaction - Sound - Video - Processing
- Chao Jing, Ping Wei, Hongbin Sun, Nanning Zheng:
Spatial-Temporal Neural Networks for Action Recognition. 619-627 - Marta Perez Garcia
Building Trust Between Users and Telecommunications Data Driven Virtual Assistants. 628-637 - Michele Della Ventura
Voice Separation in Polyphonic Music: Information Theory Approach. 638-646
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