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ORCID32nd IEA/AIE 2019: Graz, Austria
- Franz Wotawa, Gerhard Friedrich, Ingo Pill, Roxane Koitz-Hristov, Moonis Ali:
Advances and Trends in Artificial Intelligence. From Theory to Practice - 32nd International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2019, Graz, Austria, July 9-11, 2019, Proceedings. Lecture Notes in Computer Science 11606, Springer 2019, ISBN 978-3-030-22998-6
AI for Estimation and Prediction
- Matteo Cristani, Francesco Domenichini, Claudio Tomazzoli
, Margherita Zorzi:
"It Could Be Worse, It Could Be Raining": Reliable Automatic Meteorological Forecasting for Holiday Planning. 3-11 - Fatma Ezzahra Gmati, Salem Chakhar, Wided Lejouad Chaari, Mark Xu:
A Taxonomy of Event Prediction Methods. 12-26 - Po Chan Chiu, Ali Selamat, Ondrej Krejcar:
Infilling Missing Rainfall and Runoff Data for Sarawak, Malaysia Using Gaussian Mixture Model Based K-Nearest Neighbor Imputation. 27-38 - Jessica Havelock, B. John Oommen, Ole-Christoffer Granmo:
On Using "Stochastic Learning on the Line" to Design Novel Distance Estimation Methods for Three-Dimensional Environments. 39-49 - Sining Zhao, Hamido Fujita:
Predicting the Listing Status of Chinese Listed Companies Using Twin Multi-class Classification Support Vector Machine. 50-62 - Zhihao Zheng, Yuanzhe Bei, Hongyan Sun, Pengyu Hong:
Robust Query Execution Time Prediction for Concurrent Workloads on Massive Parallel Processing Databases. 63-70 - Sondre Glimsdal, Ole-Christoffer Granmo:
Thompson Sampling Based Active Learning in Probabilistic Programs with Application to Travel Time Estimation. 71-78 - Van Du Nguyen, Hai Bang Truong, Ngoc Thanh Nguyen:
Towards Analyzing the Impact of Diversity and Cardinality on the Quality of Collective Prediction Using Interval Estimates. 79-86
Applied Neural Networks
- Erlend Olsvik, Christian M. D. Trinh, Kristian Muri Knausgård, Arne Wiklund, Tonje Knutsen Sørdalen, Alf Ring Kleiven, Lei Jiao, Morten Goodwin:
Biometric Fish Classification of Temperate Species Using Convolutional Neural Network with Squeeze-and-Excitation. 89-101 - Tomasz Walkowiak, Szymon Datko, Henryk Maciejewski:
Distance Metrics in Open-Set Classification of Text Documents by Local Outlier Factor and Doc2Vec. 102-109 - Bernt Viggo Matheussen, Ole-Christoffer Granmo, Jivitesh Sharma:
Hydropower Optimization Using Deep Learning. 110-122 - Ines Rieger, Thomas Hauenstein, Sebastian Hettenkofer, Jens-Uwe Garbas:
Towards Real-Time Head Pose Estimation: Exploring Parameter-Reduced Residual Networks on In-the-wild Datasets. 123-134
Autonomous Systems and Automated Driving
- Georg P. Engel, Gerald Schweiger, Franz Wotawa, Martin Zimmermann:
A Rule-Based Smart Control for Fail-Operational Systems. 137-145 - Víctor H. Andaluz, Fernando A. Chicaiza, Giovanny Cuzco, Christian P. Carvajal, Jessica S. Ortiz, José L. Morales, Vicente Morales, Darwin S. Sarzosa, Jorge Mora-Aguilar, Gabriela M. Andaluz:
Autonomous Monitoring of Air Quality Through an Unmanned Aerial Vehicle. 146-157 - Mohamed Salah Hamdi, Adnane Ghannem, Pericles Loucopoulos, Evangelia Kavakli, Hany H. Ammar:
Intelligent Parking Management by Means of Capability Oriented Requirements Engineering. 158-172 - Viacheslav Kh. Pshikhopov, Mikhail Yu Medvedev, Maria Vasileva:
Neural Network Control System of Motion of the Robot in the Environment with Obstacles. 173-181 - Simone Fratini, Julian Gorfer, Nicola Policella:
On Board Autonomy Operations for OPS-SAT Experiment. 182-195 - Kaipeng Wang, Zhijun Meng, Lifeng Wang, Zhenping Wu, Zhe Wu:
Practical Obstacle Avoidance Path Planning for Agriculture UAVs. 196-203
Data Science and Security
- Bernhard Garn, Marco Radavelli, Angelo Gargantini, Manuel Leithner, Dimitris E. Simos:
A Fault-Driven Combinatorial Process for Model Evolution in XSS Vulnerability Detection. 207-215 - JianTao Huang, Yi-Pei Lai, Chieh Lo, Cheng-Wei Wu:
An Efficient Algorithm for Deriving Frequent Itemsets from Lossless Condensed Representation. 216-229 - Philippe Fournier-Viger, Peng Yang, Jerry Chun-Wei Lin, Rage Uday Kiran:
Discovering Stable Periodic-Frequent Patterns in Transactional Data. 230-244 - Dimitri Antakly, Benoît Delahaye, Philippe Leray:
Graphical Event Model Learning and Verification for Security Assessment. 245-252 - Sergio Angelastro, Berardina Nadja De Carolis, Stefano Ferilli:
Predicting User Preference in Pairwise Comparisons Based on Emotions and Gaze. 253-261
Decision Support Systems and Recommender Systems
- Jun Sasaki, Shuang Li, Enrique Herrera-Viedma:
A Classification Method of Photos in a Tourism Website by Color Analysis. 265-278 - Nang Laik Ma, Murphy Choy:
Improving Customer's Flow Through Data Analytics. 279-286 - Muesluem Atas, Thi Ngoc Trang Tran, Alexander Felfernig, Seda Polat Erdeniz, Ralph Samer, Martin Stettinger:
Towards Similarity-Aware Constraint-Based Recommendation. 287-299 - Jaroslav Olejár, Frantisek Babic, Ludmila Pusztová:
Understand the Buying Behavior of E-Shop Customers Through Appropriate Analytical Methods. 300-307 - Anton Borg, Martin Boldt, Johan Svensson:
Using Conformal Prediction for Multi-label Document Classification in e-Mail Support Systems. 308-322
Fault Detection and Diagnosis
- Nicola Bertoglio, Gianfranco Lamperti, Marina Zanella:
A Posteriori Diagnosis of Discrete-Event Systems with Symptom Dictionary and Scenarios. 325-333 - Caleb Mensah, Jan Klein, Sandjai Bhulai, Mark Hoogendoorn, Rob van der Mei:
Detecting Fraudulent Bookings of Online Travel Agencies with Unsupervised Machine Learning. 334-346 - Seda Polat Erdeniz, Alexander Felfernig, Muesluem Atas:
Learned Constraint Ordering for Consistency Based Direct Diagnosis. 347-359 - Patrick Rodler, Michael Eichholzer:
On the Usefulness of Different Expert Question Types for Fault Localization in Ontologies. 360-375 - Mariam Obeid, Zeinab Obeid, Asma Moubaiddin, Nadim Obeid:
Using Description Logic and Abox Abduction to Capture Medical Diagnosis. 376-388
Intelligent Information Storage and Retrieval
- I-Ching Hsu, Sin-Fong Lyu:
A Lightweight Linked Data Reasoner Using Jena and Axis2. 391-397 - Harumi Murakami, Ryutaro Murakami:
A System Using Tag Cloud for Recalling Personal Memories. 398-405 - Willy Ugarte, Samir Loudni, Patrice Boizumault, Bruno Crémilleux, Alexandre Termier:
Compressing and Querying Skypattern Cubes. 406-421 - Ali Assi, Hamid Mcheick, Wajdi Dhifli:
Context-Aware Instance Matching Through Graph Embedding in Lexical Semantic Space. 422-433 - Louis Rompré, Ismaïl Biskri, Jean-Guy Meunier:
Identifying Similarities Between Musical Files Using Association Rules. 434-441
Intelligent Systems in Real-Life Applications
- Eduardo Casilari, Raúl Lora-Rivera, Francisco García-Lagos:
A Wearable Fall Detection System Using Deep Learning. 445-456 - Maciej Grzenda:
Analysing the Performance of Fingerprinting-Based Indoor Positioning: The Non-trivial Case of Testing Data Selection. 457-469 - Amine Kechid, Habiba Drias:
GPU-Based Bat Algorithm for Discovering Cultural Coalitions. 470-482 - Domen Soberl, Ivan Bratko:
Learning Explainable Control Strategies Demonstrated on the Pole-and-Cart System. 483-494 - Juan Pablo Rodríguez-Gómez, Maurilio Di Cicco, Sandro Nardi, Daniele Nardi:
Mapping Infected Crops Through UAV Inspection: The Sunflower Downy Mildew Parasite Case. 495-503 - Ayman A. Atallah, Ghaith Bany Hamad, Otmane Aït Mohamed:
Multipath Routing of Mixed-Critical Traffic in Time Sensitive Networks. 504-515 - Jiahui Zhu, Xinzheng Niu, Chase Q. Wu:
On a Clustering-Based Approach for Traffic Sub-area Division. 516-529 - Ryota Sekiya, Satoshi Oyama, Masahito Kurihara:
User-Adaptive Preparation of Mathematical Puzzles Using Item Response Theory and Deep Learning. 530-537
Knowledge Representation and Reasoning
- Mohamed Haddache, Allel Hadjali, Hamid Azzoune:
A Formal-Concept-Lattice Driven Approach for Skyline Refinement. 541-554 - Thierno Kanté, Philippe Leray:
A Probabilistic Relational Model for Risk Assessment and Spatial Resources Management. 555-563 - Kuruge Darshana Abeyrathna, Ole-Christoffer Granmo, Xuan Zhang, Morten Goodwin:
A Scheme for Continuous Input to the Tsetlin Machine with Applications to Forecasting Disease Outbreaks. 564-578 - Safa Ben Ayed, Zied Elouedi, Eric Lefevre:
CEVM: Constrained Evidential Vocabulary Maintenance Policy for CBR Systems. 579-592 - Toshiko Wakaki:
Extended Abduction in Assumption-Based Argumentation. 593-607 - Seyed Sahand Mohammadi Ziabari:
Integrative Cognitive and Affective Modeling of Deep Brain Stimulation. 608-615 - Najar Yousra, Samir Ben Ahmed:
Intelligent Online Configuration for DVFS Multiprocessor Architecture: Fuzzy Approach. 616-627 - Ziauddin Ursani, Jo Dicks:
Introducing the Theory of Probabilistic Hierarchical Learning for Classification. 628-641 - Malika Ben Khalifa, Zied Elouedi, Eric Lefèvre:
Spammers Detection Based on Reviewers' Behaviors Under Belief Function Theory. 642-653
Mobile and Autonomous Robotics
- Hsuan-Cheng Liao, Jing-Sin Liu:
A Model-Based Reinforcement Learning Approach to Time-Optimal Control Problems. 657-665 - Padmaja Kulkarni, Sven Schneider, Paul G. Ploeger:
Low-Cost Sensor Integration for Robust Grasping with Flexible Robotic Fingers. 666-673 - Arthur Bit-Monnot, Francesco Leofante, Luca Pulina, Armando Tacchella:
SMT-based Planning for Robots in Smart Factories. 674-686 - Berardina De Carolis, Nicola Macchiarulo, Giuseppe Palestra:
Soft Biometrics for Social Adaptive Robots. 687-699 - Matthias Eder, Michael Reip, Gerald Steinbauer:
Using Particle Filter and Machine Learning for Accuracy Estimation of Robot Localization. 700-713
Natural Language Processing and Sentiment Analysis
- Florian Steinbauer, Roman Kern, Mark Kröll:
Chatbots Assisting German Business Management Applications. 717-729 - Michelle L. F. Cheong, Jean Y.-C. Chen, Bing Tian Dai:
An Intelligent Platform with Automatic Assessment and Engagement Features for Active Online Discussions. 730-743 - Matteo Cristani, Claudio Tomazzoli, Margherita Zorzi:
Automatic Generation of Dictionaries: The Journalistic Lexicon Case. 744-752 - Huyen Trang Phan, Van Cuong Tran, Ngoc Thanh Nguyen, Dosam Hwang:
Decision-Making Support Method Based on Sentiment Analysis of Objects and Binary Decision Tree Mining. 753-767 - Miha Stravs, Jernej Zupancic:
Named Entity Recognition Using Gazetteer of Hierarchical Entities. 768-776 - Bogeun Jo, KyungBae Park, Sung Ho Ha:
The BRAVO: A Framework of Building Reputation Analytics from Voice Online. 777-790 - Oliver A. Tazl, Franz Wotawa:
Using Model-Based Reasoning for Enhanced Chatbot Communication. 791-798
Optimization
- Nicholas A. Nechval, Gundars Berzins, Konstantin N. Nechval:
A Novel Intelligent Technique for Product Acceptance Process Optimization on the Basis of Misclassification Probability in the Case of Log-Location-Scale Distributions. 801-818 - Malek Abbassi, Abir Chaabani, Lamjed Ben Said:
An Investigation of a Bi-level Non-dominated Sorting Algorithm for Production-Distribution Planning System. 819-826 - Andrés Morales, Broderick Crawford, Ricardo Soto, José Lemus-Romani, Gino Astorga, Agustín Salas-Fernández, José Miguel Rubio:
Optimization of Bridges Reinforcement by Conversion to Tied Arch Using an Animal Migration Algorithm. 827-834 - Fu-Shiung Hsieh:
Optimization of Monetary Incentive in Ridesharing Systems. 835-840 - Sultan Ahmed, Malek Mouhoub:
Pareto Optimality for Conditional Preference Networks with Comfort. 841-853 - Ricardo Soto, Broderick Crawford, Emanuel Vega, Álvaro Gómez Rubio, Juan Antonio Gómez Pulido:
Solving the Set Covering Problem Using Spotted Hyena Optimizer and Autonomous Search. 854-861
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