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ORCID31st IEA/AIE 2018: Montreal, QC, Canada
- Malek Mouhoub, Samira Sadaoui, Otmane Aït Mohamed, Moonis Ali:
Recent Trends and Future Technology in Applied Intelligence - 31st International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2018, Montreal, QC, Canada, June 25-28, 2018, Proceedings. Lecture Notes in Computer Science 10868, Springer 2018, ISBN 978-3-319-92057-3
Constraint Solving and Optimization
- Leonardo Anjoletto Ferreira, Reinaldo A. C. Bianchi, Paulo E. Santos
, Ramón López de Mántaras:
A Method for the Online Construction of the Set of States of a Markov Decision Process Using Answer Set Programming. 3-15 - Alexandre de Vasconcelos Cardoso, Nadia Nedjah, Luiza de Macedo Mourelle:
Hardware/Software Co-design for Template Matching Using Cuckoo Search Optimization. 16-21 - Christopher Sanford, Jae C. Oh:
Optimziation Methods for Beacon Based Foraging Algorithms. 22-33 - Jessica Havelock, B. John Oommen, Ole-Christoffer Granmo:
On Using "Stochastic Learning on the Line" to Design Novel Distance Estimation Methods. 34-42
Data Mining and Knowledge Discovery
- Diego Reyes, John Atkinson:
Person Re-identification Using Masked Keypoints. 45-56 - Giovanni Daián Rottoli, Hernán Merlino, Ramón García-Martínez:
Knowledge Discovery Process for Detection of Spatial Outliers. 57-68 - Nuha Zamzami, Nizar Bouguila:
Text Modeling Using Multinomial Scaled Dirichlet Distributions. 69-80 - Brian J. Ross:
A Comparison of Knee Strategies for Hierarchical Spatial Clustering. 81-87 - Makram Soui, Salima Smiti, Salma Bribech, Ines Gasmi:
Credit Card Default Prediction as a Classification Problem. 88-100 - Philippe Fournier-Viger, Xiang Li, Jie Yao, Jerry Chun-Wei Lin:
Interactive Discovery of Statistically Significant Itemsets. 101-113 - Humphrey Mensah, Sucheta Soundarajan:
Sampling Community Structure in Dynamic Social Networks. 114-126 - Khaled Mohammad Alomari, Cornelius Ncube, Khaled Shaalan:
Predicting Success of a Mobile Game: A Proposed Data Analytics-Based Prediction Model. 127-134 - Zhiruo Zhao, Kishan G. Mehrotra, Chilukuri K. Mohan:
Online Anomaly Detection Using Random Forest. 135-147 - Shogo Okada, Kazunori Komatani:
Investigating Effectiveness of Linguistic Features Based on Speech Recognition for Storytelling Skill Assessment. 148-157 - Halim Sayoud:
Visual Analytics Based Authorship Discrimination Using Gaussian Mixture Models and Self Organising Maps: Application on Quran and Hadith. 158-164 - Dan Pan, An Zeng, Jian-Zhong Li, Xiaowei Song, Shu-Xia Wang:
An Optimization Approach Based on Collective Correlation Coefficient for Biomarker Extraction in the Classification of Alzheimer's Disease. 165-171
Evolutionary Computation
- Christoph Uran, Alexander Felfernig:
Lazy Conflict Detection with Genetic Algorithms. 175-186 - Fu-Shiung Hsieh, Yi-Hong Guo:
An Algorithm for Combinatorial Double Auctions Based on Cooperative Coevolution of Particle Swarms. 187-199 - Ibtihel Ghobber, Takwa Tlili, Saoussen Krichen:
Partition Crossover Evolutionary Algorithm for the Team Orienteering Problem with Time Windows. 200-211 - Theo Raymond Chan, Kwun-wing Chan, Steve Luk, Chun-Ho Lee:
A High Winning Opportunities Intraday Volatility Trading Method Using Artificial Immune Systems. 212-218
Expert Systems and Robotics
- Ryo Hirai, Manabu Gouko, Chyon Hae Kim:
Joint Angle Error Reduction for Humanoid Robots Using Dynamics Learning Tree. 221-232 - Amirhossein Hosseinmemar, Jacky Baltes, John Anderson, Meng Cheng Lau, Chi Fung Lun, Ziang Wang:
Closed-Loop Push Recovery for an Inexpensive Humanoid Robot. 233-244 - Kyle John Morris, Vladyslav Samonin, John Anderson, Meng Cheng Lau, Jacky Baltes:
Robot Magic: A Robust Interactive Humanoid Entertainment Robot. 245-256 - Mustakim Al Helal, Malek Mouhoub:
A Probabilistic Model for Automobile Diagnosis System: Combining Bayesian Estimator and Expert Knowledge. 257-264
Knowledge Representation
- Muesluem Atas, Thi Ngoc Trang Tran, Alexander Felfernig, Ralph Samer:
Socially-Aware Recommendation for Over-Constrained Problems. 267-278 - Karima Sedki:
Formalizing Arguments From Cause-Effect Rules. 279-285 - Lydia Bouzar-Benlabiod, Lila Méziani, Nacer-Eddine Rim, Zakaria Mellal:
Merging Guaranteed Possibilistic Bases to Rank IDS Alerts. 286-291 - Sultan Ahmed, Malek Mouhoub:
Transformation Between CP-net and CPC-net. 292-300
Machine Learning
- Swati Ganguly, Samira Sadaoui:
Online Detection of Shill Bidding Fraud Based on Machine Learning Techniques. 303-314 - Cory J. Butz, André E. dos Santos, Jhonatan de S. Oliveira, John Stavrinides:
Efficient Examination of Soil Bacteria Using Probabilistic Graphical Models. 315-326 - Abdesalam Amrane, Abdelkrim Meziane, Nour El Houda Boulkrinat:
Object Detection in Images Based on Homogeneous Region Segmentation. 327-333 - Suat Gönül, Tuncay Namli, Mert Baskaya, Ali Anil Sinaci, Ahmet Cosar, Ismail Hakki Toroslu:
Optimization of Just-in-Time Adaptive Interventions Using Reinforcement Learning. 334-341 - Wentao Fan, Sami Bourouis, Nizar Bouguila, Fahd M. Aldosari, Hassen Sallay, K. M. Jamil Khayyat:
EP-Based Infinite Inverted Dirichlet Mixture Learning: Application to Image Spam Detection. 342-354 - Shuai Fu, Nizar Bouguila:
Bayesian Learning of Finite Asymmetric Gaussian Mixtures. 355-365 - Takanobu Otsuka, Yuji Kitazawa, Takayuki Ito:
Multiple Water-Level Seawater Temperature Prediction Method for Marine Aquaculture. 366-371 - Qin Wang, Sandro Schönborn, Yvonne-Anne Pignolet, Theo Widmer, Carsten Franke:
Substation Signal Matching with a Bagged Token Classifier. 372-380
Meta-Heuristics
- Ricardo Soto, Broderick Crawford, Rodrigo Olivares, Carlos Castro, Pía Escárate, Steve Calderón:
Cuckoo Search via Lévy Flight Applied to Optimal Water Supply System Design. 383-395 - Rim Zarrouk, Abderrazak Jemai:
Performance Evaluation of Particles Coding in Particle Swarm Optimization with Self-adaptive Parameters for Flexible Job Shop Scheduling Problem. 396-407 - Rim Zarrouk, Imed E. Bennour, Abderrazek Jemai:
Simulation-Based Comparison of P-Metaheuristics for FJSP with and Without Fuzzy Processing Time. 408-413 - Ricardo Soto, Broderick Crawford, Rodrigo Olivares, Nicolás Pacheco:
Resolving the Manufacturing Cell Design Problem via Hunting Search. 414-420 - Dania Tamayo-Vera, Stephen Chen, Antonio Bolufé Röhler, James Montgomery, Tim Hendtlass:
Improved Exploration and Exploitation in Particle Swarm Optimization. 421-433 - James Paterson, Beatrice M. Ombuki-Berman:
Optimizing Scale-Free Network Robustness with the Great Deluge Algorithm. 434-446 - Ricardo Soto, Broderick Crawford, Rodrigo Olivares, Jaime Romero Fernández:
Solving the MCDP Using a League Championship Algorithm. 447-453 - Joseph Cosmas Mushi, Mussa Kissaka, Kosmas Kapis:
ACO-Based Measure for SYN Flooding Over Mobile Data Connectivity. 454-461
Multi-Agent Systems
- Asma Mobaiddin, Nadim Obeid:
On Commitments Creation, Compliance and Violation. 465-476 - Mahmuda Rahman, Jae C. Oh:
Online Learning for Patrolling Robots Against Active Adversarial Attackers. 477-488 - Sutasinee Thovuttikul, Yoshimasa Ohmoto, Toyoaki Nishida:
Perception of Fairness in Culturally Dependent Behavior: Comparison of Social Communication in Simulated Crowds Between Thai and Japanese Cultures. 489-495 - Zilong Jiao, Jae C. Oh:
Simultaneous Exploration and Harvesting in Multi-robot Foraging. 496-502
Natural Language Processing
- Graham Bleaney, Matthew Kuzyk, Julian Man, Hossein Mayanloo, Hamid R. Tizhoosh:
Auto-detection of Safety Issues in Baby Products. 505-516 - Maryam Sadat Mirzaei, Qiang Zhang, Stef van der Struijk, Toyoaki Nishida:
Conversation Envisioning Framework for Situated Conversation. 517-529 - Adam Westgate, Iren Valova:
A Graph Based Approach to Sentiment Lexicon Expansion. 530-541 - Sowmya S. Sundaram, Savitha Sam Abraham:
Solving Simple Arithmetic Word Problems Precisely with Schemas. 542-547
Neural Networks
- Bruce James Vanstone, Adrian Gepp, Geoff Harris:
The Effect of Sentiment on Stock Price Prediction. 551-559 - Siqi Bai, Mingjiang Yan, Yong-Jie Luo, Qun Wan:
RFedRNN: An End-to-End Recurrent Neural Network for Radio Frequency Path Fingerprinting. 560-571 - Hua Shen, Xun Liang:
A Quantitative Analysis Decision System Based on Deep Learning and NSGA-II for FX Portfolio Prediction. 572-579 - TagyAldeen Mohamed, Takanobu Otsuka, Takayuki Ito:
Towards Machine Learning Based IoT Intrusion Detection Service. 580-585
Planning, Scheduling and Spatial Reasoning
- Henning Deeken, Thomas Wiemann, Joachim Hertzberg:
A Spatio-Semantic Model for Agricultural Environments and Machines. 589-600 - Daniel Morillo, Federico Barber, Miguel A. Salido:
Chromosome Mutation vs. Gene Mutation in Evolutive Approaches for Solving the Resource-Constrained Project Scheduling Problem (RCPSP). 601-612 - Zhi Xing, Jae C. Oh:
Energy-Conserving Risk-Aware Data Collection Using Ensemble Navigation Network. 613-625 - Geoff Harris, Bruce James Vanstone, Adrian Gepp:
Automatically Generating and Solving Eternity II Style Puzzles. 626-632
Rough Sets
- Nouman Azam, Mohammad Khan Afridi, Jingtao Yao:
A Game-Theoretic Rough Set Approach for Handling Missing Data in Clustering. 635-647 - Bing Zhou, Hyuk Cho, Xin Zhang:
Scalable Implementations of Rough Set Algorithms: A Survey. 648-660 - Matthew Triff, Ilya Pavlovski, Zhixing Liu, Lori-Anne Morgan, Pawan Lingras:
Fuzzy Clustering Ensemble for Prioritized Sampling Based on Average and Rough Patterns. 661-669 - Kushagra Trivedi, Sheela Ramanna:
Detecting Overlapping Communities in Social Networks with Voronoi and Tolerance Rough Sets. 670-676
Internet of Things (IoT), Ubiquitous Computing and Big Data
- Ayca Kirimtat, Ondrej Krejcar:
Multi-objective Optimization at the Conceptual Design Phase of an Office Room Through Evolutionary Computation. 679-684 - Karim Tabia, Hugues Wattez, Nicolas Ydée, Karima Sedki:
Data Analytics and Visualization for Connected Objects: A Case Study for Sleep and Physical Activity Trackers. 685-696 - Ayman A. Atallah, Ghaith Bany Hamad, Otmane Aït Mohamed:
Reliability-Aware Routing of AVB Streams in TSN Networks. 697-708
Data Science, Privacy, and Security
- Orcan Alpar, Ondrej Krejcar:
A Comparative Study on Chrominance Based Methods in Dorsal Hand Recognition: Single Image Case. 711-721 - Orcan Alpar, Ondrej Krejcar:
Frequency and Time Localization in Biometrics: STFT vs. CWT. 722-728 - Janelle C. Mason, Christopher Kelley, Bisoye Olaleye, Albert C. Esterline, Kaushik Roy:
An Evaluation of User Movement Data. 729-735 - Ahmed Al Hamoud, Ali Alwehaibi, Kaushik Roy, Marwan Bikdash:
Classifying Political Tweets Using Naïve Bayes and Support Vector Machines. 736-744 - Prosenjit Chatterjee, Kaushik Roy:
Anti-spoofing Approach Using Deep Convolutional Neural Network. 745-750 - Jaspinder Kaur, Rozita Dara, Pascal Matsakis:
Sentiment Classification of Short Texts - Movie Review Case Study. 751-761 - Ayahiko Niimi:
Study on Data Anonymization for Deep Learning. 762-767 - A. N. K. Zaman, Charlie Obimbo, Rozita A. Dara:
Information Disclosure, Security, and Data Quality. 768-779
Intelligent Systems Approaches in Information Extraction
- Elisabetta Fersini, Pikakshi Manchanda, Enza Messina, Debora Nozza, Matteo Palmonari:
Adapting Named Entity Types to New Ontologies in a Microblogging Environment. 783-795 - Fatma Ezzahra Gmati, Salem Chakhar, Wided Lejouad Chaari, Huijing Chen:
A Rough Set Approach to Events Prediction in Multiple Time Series. 796-807 - Fatma Ezzahra Gmati, Salem Chakhar, Nadia Yacoubi Ayadi, Afef Bahri, Mark Xu:
Efficient Versus Accurate Algorithms for Computing a Semantic Logic-Based Similarity Measure. 808-820 - Passent Mohammed El-Kafrawy, Amr M. Sauber, Nada A. Sabry:
Semantic Question Answering System Using Dbpedia. 821-832 - Saïma Sultana, Ismaïl Biskri:
Identifying Similar Sentences by Using N-Grams of Characters. 833-843 - Musab Ghadi, Lamri Laouamer, Laurent Nana, Anca Pascu, Ismaïl Biskri:
Performance Comparison of Intelligent Techniques Based Image Watermarking. 844-853
Artificial Intelligence, Law and Justice
- Rhuan Barros, André Peres, Fabiana Lorenzi, Leandro Krug Wives, Etiene Hubert da Silva Jaccottet:
Case Law Analysis with Machine Learning in Brazilian Court. 857-868 - David Benrimoh, Sonia Israel, Kelly Perlman, Robert Fratila, Matthew R. Krause:
Meticulous Transparency - An Evaluation Process for an Agile AI Regulatory Scheme. 869-880 - Michelle Cumyn, Michèle Hudon, Sabine Mas, Günter Reiner:
Towards a New Approach to Legal Indexing Using Facets. 881-888 - Marc Queudot, Marie-Jean Meurs:
Artificial Intelligence and Predictive Justice: Limitations and Perspectives. 889-897 - Antoine Briand, Sara Zacharie, Ludovic Jean-Louis, Marie-Jean Meurs:
Identification of Sensitive Content in Data Repositories to Support Personal Information Protection. 898-910
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