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ORCID14th 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, Gang Hua, Nanning Zheng:
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, Shi-tao Chen, Yu Chen, Chao Xia, Nanning Zheng:
Cognition-Based Deep Learning: Progresses and Perspectives. 121-132 - Liyun Gong, Miao Yu, Wenting Duan, Xujiong Ye, Kjartan Gudmundsson, Mark Swainson:
A Novel Camera Based Approach for Automatic Expiry Date Detection and Recognition on Food Packages. 133-142 - Yuhao Huang, Shi-tao Chen, Yu Chen, Zhiqiang Jian, Nanning Zheng:
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, Daniela Danciulescu, Doina Logofatu:
Greedy Heuristics for Automatic Synthesis of Efficient Block-Structured Scheduling Processes from Declarative Specifications. 183-195 - Irsha Tehseen, Ghulam Rasool Tahir, Khadija Shakeel, Mubashir Ali:
Corpus Based Machine Translation for Scientific Text. 196-206
Machine Learning - Regression - Classification
- Sven Löffler, Ke Liu, Petra Hofstedt:
The Regularization of CSPs for Rostering, Planning and Resource Management Problems. 209-218 - Silvia Curteanu, Florin Leon, Andrei-Stefan Lupu, Sabina-Adriana Floria, Doina Logofatu:
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, Inés María Galván:
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, John D. Kelleher:
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, Benoît Frénay:
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, Miroslava Stefanova, Bilyana Genova, Nadejda Bocheva:
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, Jan Treur:
A Temporal-Causal Network Model for the Internal Processes of a Person with a Borderline Personality Disorder. 362-373 - Athanasios Kallipolitis, Ilias Maglogiannis:
Content Based Image Retrieval in Digital Pathology Using Speeded Up Robust Features. 374-384 - Lucas Rizzo, Ljiljana Majnaric, Pierpaolo Dondio, Luca Longo:
An Investigation of Argumentation Theory for the Prediction of Survival in Elderly Using Biomarkers. 385-397
Recommender Systems
- Nikolaos Polatidis, Stelios Kapetanakis, Elias Pimenidis, Konstantinos Kosmidis:
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, Dionysios D. Kehagias, Dimitrios Tzovaras:
A Multi-objective Data Mining Approach for Road Traffic Prediction. 425-436 - Kristiyan Balabanov, Doina Logofatu, Costin Badica, Florin Leon:
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, Jhonatan Valdes, Luz Esperanza Bohórquez:
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, Andrés Iglesias:
Improved Cuckoo Search with Luus-Jakoola Heuristics for the IFS Inverse Problem of Binary Self-Similar Fractal Images. 495-506 - Rejab Hajlaoui, Tarek Moulahi, Hervé Guyennet:
A Scatter Search Based Heuristic for Reliable Clustering in Vehicular Ad Hoc Networks. 507-519 - Rubén Solozabal, Aitor Sanchoyerto, Miren Cava, Bego Blanco, Hicham Khalife, Mathieu Bouet, Damien Lavaux, Emmanouil Kafetzakis:
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, Stéphane Lallich, Jérôme Darmont:
A Visual Quality Index for Fuzzy C-Means. 546-555 - Esteban Arias Caracas, Daniel Fernando Mendoza López, Paulo Alonso Gaona-García, Jhon Francined Herrera Cubides, Carlos Enrique Montenegro-Marín:
Evaluation of the Linked Open Data Quality Based on a Fuzzy Logic Model. 556-567 - Mike Spiliotis, Panagiotis Angelidis, Basil K. Papadopoulos:
A Hybrid Fuzzy Regression-Based Methodology for Normal Distribution (Case Study: Cumulative Annual Precipitation). 568-579 - Trasanides George, Tsaousi Georgia, Kingsley Adjenughwure, Kotzampassi Katerina, Kapanidis Konstantinos, Basil K. Papadopoulos:
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, Vardis-Dimitris Anezakis, Lazaros S. Iliadis, Stefanos Spartalis:
Temporal Modeling of Invasive Species' Migration in Greece from Neighboring Countries Using Fuzzy Cognitive Maps. 592-605 - Dimitris K. Kardaras, Stavros Kaperonis, Stavroula Barbounaki, Ilias Petrounias, Kostas Bithas:
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, Sarita Saffon Lopez:
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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