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30th ICTAI 2018: Volos, Greece
- Lefteri H. Tsoukalas, Éric Grégoire, Miltiadis Alamaniotis:
IEEE 30th International Conference on Tools with Artificial Intelligence, ICTAI 2018, 5-7 November 2018, Volos, Greece. IEEE 2018 - Voncarlos M. Araújo, Alceu S. Britto Jr., André L. Brun, Alessandro L. Koerich
, Luiz E. S. Oliveira:
Fine-Grained Hierarchical Classification of Plant Leaf Images Using Fusion of Deep Models. 1-5 - Wenwu Yu, Rui Wang, Ruiying Li, Jing Gao, Xiaohui Hu:
Historical Best Q-Networks for Deep Reinforcement Learning. 6-11 - Kaixiang Wang, Ming Yang, Wanqi Yang, Yilong Yin:
Deep Cross-View Label Embedding with Correlation and Structure Preserved for Multi-Label Classification. 12-19 - Yuexiang Li, Xinpeng Xie, Shaoxiong Liu, Xuechen Li, Linlin Shen:
GT-Net: A Deep Learning Network for Gastric Tumor Diagnosis. 20-24 - Gino Brunner, Manuel Fritsche, Oliver Richter, Roger Wattenhofer:
Using State Predictions for Value Regularization in Curiosity Driven Deep Reinforcement Learning. 25-29 - Jia Bi, Steve R. Gunn:
Sparse Deep Neural Networks for Embedded Intelligence. 30-38 - Tianyang Wang, Jun Huan, Bo Li:
Data Dropout: Optimizing Training Data for Convolutional Neural Networks. 39-46 - Chenggang Mi, Yating Yang, Xi Zhou, Lei Wang, Tonghai Jiang:
Improved Spoken Uyghur Segmentation for Neural Machine Translation. 47-51 - Jin Lei, Changjian Wang, Boqing Zhu, Qin Lv, Zhen Huang, Yuxing Peng:
Multi-LCNN: A Hybrid Neural Network Based on Integrated Time-Frequency Characteristics for Acoustic Scene Classification. 52-59 - Nikolaos Dervenis, Georgios Alexandridis
Neural Network Specialists for Inverse Spiral Inductor Design. 60-64 - Lahari Poddar, Wynne Hsu, Mong-Li Lee, Shruti Subramaniyam:
Predicting Stances in Twitter Conversations for Detecting Veracity of Rumors: A Neural Approach. 65-72 - Gregor Behnke
Tracking Branches in Trees - A Propositional Encoding for Solving Partially-Ordered HTN Planning Problems. 73-80 - Viktor Schuppan:
Enhanced Unsatisfiable Cores for QBF: Weakening Universal to Existential Quantifiers. 81-89 - Laurent Granvilliers:
A New Interval Contractor Based on Optimality Conditions for Bound Constrained Global Optimization. 90-97 - Gustav Björdal
Declarative Local-Search Neighbourhoods in MiniZinc. 98-105 - Arnaud Gotlieb, Dusica Marijan, Helge Spieker
Stratified Constructive Disjunction and Negation in Constraint Programming. 106-113 - Mark Antunes, Vincent Armant, Kenneth N. Brown, Daniel A. Desmond, Guillaume Escamocher, Anne-Marie George
Assigning and Scheduling Service Visits in a Mixed Urban/Rural Setting. 114-121 - Jonathan Behaegel, Jean-Paul Comet, Marie Pelleau:
Identification of Dynamic Parameters for Gene Networks. 122-129 - Emna Hachicha Belghith, François Rioult, Medjber Bouzidi:
Acoustic Diversity Classifier for Automated Marine Big Data Analysis. 130-136 - Richard A. Bauder, Taghi M. Khoshgoftaar, Tawfiq Hasanin
Data Sampling Approaches with Severely Imbalanced Big Data for Medicare Fraud Detection. 137-142 - Aaron N. Richter, Taghi M. Khoshgoftaar:
Building and Interpreting Risk Models from Imbalanced Clinical Data. 143-150 - Dejiao Niu, Zheng Xia, Yawen Liu, Tao Cai, Tianquan Liu, Yongzhao Zhan:
ALSTM: Adaptive LSTM for Durative Sequential Data. 151-157 - Amna Abidi, Mohamed Anis Bach Tobji, Allel Hadjali, Boutheina Ben Yaghlane:
A General Framework for Querying Possibilistic RDF Data. 158-162 - Yi He
Supervised Data Synthesizing and Evolving - A Framework for Real-World Traffic Crash Severity Classification. 163-170 - Belén Díaz-Agudo
SocialFan: Integrating Social Networks Into Recommender Systems. 171-176 - Mengsha Wang, Yingyuan Xiao, Wenguang Zheng, Xu Jiao:
RNDM: A Random Walk Method for Music Recommendation by Considering Novelty, Diversity, and Mainstream. 177-183 - Christos Troussas, Akrivi Krouska, Maria Virvou
Multi-Algorithmic Techniques and a Hybrid Model for Increasing the Efficiency of Recommender Systems. 184-188 - Frederico Araújo Durão, Derek Bridge:
A Linked Data Browser with Recommendations. 189-196 - Yuqi Song, Min Gao
Social Recommendation Based on Implicit Friends Discovering Via Meta-Path. 197-204 - Yilin Feng, Jie Tang, Meilin Liu
Fast Document Cosine Similarity Self-Join on GPUs. 205-212 - Leonidas Akritidis
Effective Products Categorization with Importance Scores and Morphological Analysis of the Titles. 213-220 - Mahlagha Sedghi, Yinjie Huang, Michael Georgiopoulos, Georgios C. Anagnostopoulos:
Multi-Label Learning Via Codewords. 221-228 - Florin Brad, Radu Cristian Alexandru Iacob, Ionel-Alexandru Hosu, Stefan Ruseti, Traian Rebedea:
A Syntax-Guided Neural Model for Natural Language Interfaces to Databases. 229-233 - Marco Aurelio Deoldoto Paulino, Yandre Maldonado e Gomes da Costa, Alceu S. Britto Jr., Alisson Renan Svaigen
A Brazilian Speech Database. 234-241 - Hao Xu, Yanan Cao, Ruipeng Jia, Yanbing Liu, Jianlong Tan:
Sequence Generative Adversarial Network for Long Text Summarization. 242-248 - Muhammad Usman
Feature Fusion with Deep Supervision for Remote-Sensing Image Scene Classification. 249-253 - Yang Fan, Jungang Xu, Yingfei Sun, Ben He:
Long-Term Recurrent Merge Network Model for Image Captioning. 254-259 - Jiang Lu
Boosting Few-Shot Image Recognition Via Domain Alignment Prototypical Networks. 260-264 - Yassine El-Khadiri, Gabriel Corona, Cédric Rose, François Charpillet
Sleep Activity Recognition Using Binary Motion Sensors. 265-269 - Qianru Zhang, Meng Zhang, Tinghuan Chen
Electricity Theft Detection Using Generative Models. 270-274 - Jun Chang, Wenting Tu:
A Stock-Movement Aware Approach for Discovering Investors' Personalized Preferences in Stock Markets. 275-280 - Quratul-ain Mahesar:
Computing Argument Preferences and Explanations in Abstract Argumentation. 281-285 - Joel Luís Carbonera
Efficient Instance Selection Based on Spatial Abstraction. 286-292 - Felipe Gomez Marulanda, Pieter Libin
IPC-Net: 3D Point-Cloud Segmentation Using Deep Inter-Point Convolutional Layers. 293-301 - Theofanis I. Aravanis
Legal Reasoning in Answer Set Programming. 302-306 - Sultan Ahmed, Malek Mouhoub:
Constrained Optimization with Preferentially Ordered Outcomes. 307-314 - Victor Parque
Obstacle-Avoiding Euclidean Steiner Trees by n-Star Bundles. 315-319 - Mikulas Zelinka
Baselines for Reinforcement Learning in Text Games. 320-327 - Yuan Shi, T. K. Satish Kumar, Craig A. Knoblock:
Constraint-Based Learning for Sensor Failure Detection and Adaptation. 328-335 - Nelly Elsayed, Anthony S. Maida, Magdy A. Bayoumi:
Empirical Activation Function Effects on Unsupervised Convolutional LSTM Learning. 336-343 - Chen Qian, Hengyang Lu, Chongjun Wang:
Online Single Homogeneous Source Transfer Learning Based on AdaBoost. 344-349 - Qian Chen, Yuntao Du, Ming Xu, Chong-Jun Wang:
HetEOTL: An Algorithm for Heterogeneous Online Transfer Learning. 350-357 - Yixuan Chai, Guohua Liu:
Utterance Censorship of Online Reinforcement Learning Chatbot. 358-362 - Ronan Assumpção Silva
Fusion of Classifiers Based on Centrality Measures. 363-370 - Jefferson G. Martins
Forest Species Recognition Based on Ensembles of Classifiers. 371-378 - Wathsala Anupama Mohotti
Corpus-Based Augmented Media Posts with Density-Based Clustering for Community Detection. 379-386 - Jian Xu, Yang Wu, Ning Zheng, Liming Tu, Ming Luo:
Improved Affinity Propagation Clustering for Business Districts Mining. 387-394 - Yixin Fang, Ruoming Jin, Wei Xiong, Xiaoning Qian, Dejing Dou, Hai Phan:
Recursive Structure Similarity: A Novel Algorithm for Graph Clustering. 395-400 - Antonin Leroux, Matthieu Boussard
Inducing Readable Oblique Decision Trees. 401-408 - Jean-Baptiste Delfau, Daphné Pertsekos, Mehdi Chouiten:
Optimization of Control Agents Shifts in Public Transportation: Tackling Fare Evasion with Machine-Learning. 409-413 - Mengwei Xu
A Framework for Plan Library Evolution in BDI Agent Systems. 414-421 - Franck Gechter, Fabrice Lauri, Anthony Gussy, Florian Staine:
Managing Power Flows in SmartGrids with Physically-Inspired Reactive Agents. 422-429 - Mehdi Othmani-Guibourg, Amal El Fallah Seghrouchni, Jean-Loup Farges:
Path Generation with LSTM Recurrent Neural Networks in the Context of the Multi-Agent Patrolling. 430-437 - Angelos Fasoulis, Maria Virvou
Sensus Vox: Sentiment Mapping Through Smartphone Multi-Sensory Crowdsourcing. 438-444 - Juan M. Nogales
Adaptive Give-Up Decisions for a Team of Robots Foraging with Task Partitioning. 445-451 - Gina Maira Barbosa de Oliveira, Tiago Ismailer de Carvalho
SSCS-λ: A Cellular Automata-Based Scheduler with Stochastic Update Based on the Neighbourhood States. 452-457 - Jonathan Cohen, Abdel-Illah Mouaddib:
Monte-Carlo Planning for Team Re-Formation Under Uncertainty: Model and Properties. 458-465 - Daniel Höller, Gregor Behnke
Plan and Goal Recognition as HTN Planning. 466-473 - Mohammad Abdulaziz
A Formally Verified Validator for Classical Planning Problems and Solutions. 474-479 - Cosmin Pascaru, Paul Diac:
Vehicle Routing and Scheduling for Regular Mobile Healthcare Services. 480-487 - Lukás Chrpa, Mauro Vallati
Determining Representativeness of Training Plans: A Case of Macro-Operators. 488-492 - Willian Heitor Martins, Lucia Helena Souza Alves de Santiago, Rafael de Santiago, Luís C. Lamb
Effective Ant Colony Optimization Solution for the Brazilian Family Health Team Scheduling Problem. 493-497 - João Choma Neto, Tatiane Gaieski, Aline Maria Malachini Miotto Amaral, Thelma Elita Colanzi:
Quanti-Qualitative Analysis of a Memetic Algorithm to Optimize Product Line Architecture Design. 498-505 - Abir Chaabani
Hybrid CODBA-II Algorithm Coupling a Co-Evolutionary Decomposition-Based Algorithm with Local Search Method to Solve Bi-Level Combinatorial Optimization. 506-513 - Clara Pizzuti, Annalisa Socievole:
A Genetic Algorithm for Improving Robustness of Complex Networks. 514-521 - Madalina Raschip
New Evolutionary Approaches for SAT Solving. 522-526 - Markos G. Tsipouras
Random Forests with Stochastic Induction of Decision Trees. 527-531 - Jiahui Chen, Hao Sheng, Yang Zhang, Wei Ke
Community Evolution Model for Network Flow Based Multiple Object Tracking. 532-539 - Tao Ding, Cheng Zhang, Maarten Bos:
Causal Feature Selection for Individual Characteristics Prediction. 540-547 - Mhd Mousa Hamad, Marcin Skowron, Markus Schedl:
Regressing Controversy of Music Artists from Microblogs. 548-555 - Dimitrios Papakostas
A Rich-Dictionary Markov Predictor for Vehicular Trajectory Forecasting. 556-563 - Vivien Kraus, Seif-Eddine Benkabou, Khalid Benabdeslem, Frédéric Cherqui:
An Improved Laplacian Semi-Supervised Regression. 564-570 - Aymeric Blot
Automatic Configuration of Bi-Objective Optimisation Algorithms: Impact of Correlation Between Objectives. 571-578 - Victor Parque
Unranking Combinations Using Gradient-Based Optimization. 579-586 - Danuta Sorina Chisca, Michele Lombardi, Michela Milano, Barry O'Sullivan:
From Offline to Online Kidney Exchange Optimization. 587-591 - Pavel Surynek:
Finding Optimal Solutions to Token Swapping by Conflict-Based Search and Reduction to SAT. 592-599 - Jason Bernard, Ian McQuillan
Inferring Stochastic L-Systems Using a Hybrid Greedy Algorithm. 600-607 - Xu Feng
Faster Matrix Completion Using Randomized SVD. 608-615 - Dongsheng Zhao, Ning Zheng, Ming Xu, Xue Yang, Jian Xu:
An Improved User Identification Method Across Social Networks Via Tagging Behaviors. 616-622 - Tao Ding, Fatema Hasan, Warren K. Bickel, Shimei Pan:
Interpreting Social Media-Based Substance Use Prediction Models with Knowledge Distillation. 623-630 - T. M. G. Tennakoon, Richi Nayak
A Concise Social Network Representation with Flow Hierarchy Using Frequent Interactions. 631-638 - Fan Yang, Min Gao
Detection of Shilling Attack Based on Bayesian Model and User Embedding. 639-646 - Roberto Gatta, Mauro Vallati
A Framework for Event Log Generation and Knowledge Representation for Process Mining in Healthcare. 647-654 - Konstantinos Kolomvatsos, Christos Anagnostopoulos
In-Network Decision Making Intelligence for Task Allocation in Edge Computing. 655-662 - Athanasios Kountouris, Evangelos Sakkopoulos
Survey on Intelligent Personalized Mobile Tour Guides and a Use Case Walking Tour App. 663-666 - Claudette Cayrol, Marie-Christine Lagasquie-Schiex
Logical Encoding of Argumentation Frameworks with Higher-Order Attacks. 667-674 - Stefano Bistarelli
Probabilistic Argumentation Frameworks with MetaProbLog and ConArg. 675-679 - Kuruge Darshana Abeyrathna, Ole-Christoffer Granmo
A Novel Tsetlin Automata Scheme to Forecast Dengue Outbreaks in the Philippines. 680-685 - Marcelo O. R. Prates, Luís C. Lamb
Problem Solving at the Edge of Chaos: Entropy, Puzzles and the Sudoku Freezing Transition. 686-693 - Sergey Paramonov, Christian Bessiere, Anton Dries, Luc De Raedt
Sketched Answer Set Programming. 694-701 - Sibylle Möhle
Dualizing Projected Model Counting. 702-709 - Guillaume Escamocher, Barry O'Sullivan:
Constrainedness in Stable Matching. 710-717 - Ruixin Wang
Propagation of Idle Times Costs for Fixed Job Scheduling. 718-725 - Pedro Roque
Improving Constraint Solving on Parallel Hybrid Systems. 726-732 - Robert Ganian, Eun Jung Kim, Friedrich Slivovsky
Sum-of-Products with Default Values: Algorithms and Complexity Results. 733-737 - Philippe Jégou, Hélène Kanso, Cyril Terrioux:
On the Relevance of Optimal Tree Decompositions for Constraint Networks. 738-743 - Guillaume Baud-Berthier, Laurent Simon:
Zigzagging Strategies for Temporal Induction. 744-748 - Iosif Papadakis Ktistakis, Nikolaos G. Bourbakis:
A Multimodal Human-Machine Interaction Scheme for an Intelligent Robotic Nurse. 749-756 - Stepán Balcar
Online Parallel Portfolio Selection with Heterogeneous Island Model. 757-764 - Marcelo Pereira, Alceu S. Britto Jr., Luiz S. Oliveira, Robert Sabourin:
Dynamic Ensemble Selection by K-Nearest Local Oracles with Discrimination Index. 765-771 - Liming Yuan, Xianbin Wen, Lu Zhao, Haixia Xu:
An Iterative Instance Selection Based Framework for Multiple-Instance Learning. 772-779 - Peiqi Liu, Sheng-hua Zhong, Zhong Ming, Yan Liu:
Information-Oriented Evaluation Metric for Dialogue Response Generation Systems. 780-785 - Gino Brunner, Yuyi Wang, Roger Wattenhofer, Sumu Zhao:
Symbolic Music Genre Transfer with CycleGAN. 786-793 - Wei Wu, Hongxiang Xu, Shutao Zhang
LPMLNModels: A Parallel Solver for LPMLN. 794-799 - Tarek Khaled, Belaid Benhamou, Pierre Siegel:
A New Method for Computing Stable Models in Logic Programming. 800-807 - Feng Liu, Zheng Liu:
A Neighborhood-Based Value Iteration Algorithm for POMDP Problems. 808-812 - Gregory Moro Puppi Wanderley
GAMBAD: A Method for Developing Systems of Systems. 813-817 - Rodolfo Miranda Pereira, Yandre Maldonado e Gomes da Costa, Carlos Nascimento Silla Jr.
Dealing with Imbalanceness in Hierarchical Multi-Label Datasets Using Multi-Label Resampling Techniques. 818-824 - Liangjun Yu, Liangxiao Jiang, Lungan Zhang, Dianhong Wang:
Weight Adjusted Naive Bayes. 825-831 - Alfredo Cuzzocrea, Fabio Martinelli, Francesco Mercaldo:
Detecting and Analyzing Anomalies Across Historical Data Changes: A Data-Driven Approach. 832-837 - Manish Puri, Aparna S. Varde, Xu Du, Gerard de Melo:
Smart Governance Through Opinion Mining of Public Reactions on Ordinances. 838-845 - Julien Salotti, Serge Fenet, Romain Billot, Nour-Eddin El Faouzi, Christine Solnon:
Comparison of Traffic Forecasting Methods in Urban and Suburban Context. 846-853 - Simon Ruffieux
Bike Usage Forecasting for Optimal Rebalancing Operations in Bike-Sharing Systems. 854-858 - Abidha Pandey, Manish Puri, Aparna S. Varde:
Object Detection with Neural Models, Deep Learning and Common Sense to Aid Smart Mobility. 859-863 - Fatemeh Golpayegani
Co-Ride: Collaborative Preference-Based Taxi-Sharing and Taxi-Dispatch. 864-871 - Maitreyee Dey
Semi-Supervised Learning Techniques for Automated Fault Detection and Diagnosis of HVAC Systems. 872-877 - Miltiadis Alamaniotis
Fuzzy Leaky Bucket with Application to Coordinating Smart Appliances in Smart Homes. 878-883 - Georgios Drakopoulos
A Graph Resilience Metric Based On Paths: Higher Order Analytics With GPU. 884-891 - Jingjie Mo, Neng Gao, Yujing Zhou, Yang Pei, Jiong Wang:
Translation-Based Attributed Network Embedding. 892-899 - Hongcui Wang, Erwei Wang, Di Jin, Xiao Wang, Jing Wang, Dongxiao He:
Edge Content Enhanced Network Embedding. 900-907 - Yann Bernard, Emeline Buoy, Adrien Fois, Bernard Girau:
NP-SOM: Network Programmable Self-Organizing Maps. 908-915 - Salem Benferhat, Amélie Levray, Karim Tabia:
Possibilistic Networks: MAP Query and Computational Analysis. 916-923 - Oliver Richter, Roger Wattenhofer:
TreeConnect: A Sparse Alternative to Fully Connected Layers. 924-931 - Hamid Fekri Azgomi, Mo M. Jamshidi:
A Brief Survey on Smart Community and Smart Transportation. 932-939 - Zaher Al-Chami, Bechara Bechara, Hervé Manier, Marie-Ange Manier:
A Robust Pickup and Delivery Problem with Uncertain Travel Time. 940-946 - Zhihao Peng, Zaher Al-Chami, Hervé Manier, Marie-Ange Manier:
A Particle Swarm Optimization for Selective Pickup and Delivery Problem. 947-952 - Stefan Blumer, Manuel Eichelberger, Roger Wattenhofer:
Efficient Traffic Routing with Progress Guarantees. 953-957 - Martin Pilát
Evolving Ensembles of Traffic Lights Controllers. 958-962 - Gaurangi Anand, Richi Nayak
Contextual Anomaly Detection in Spatio-Temporal Data Using Locally Dense Regions. 963-967 - Athanasios Lagopoulos
Web Robot Detection: A Semantic Approach. 968-974 - Heng-Yang Lu, Gao-Jian Ge, Yun Li
Exploiting Global Semantic Similarity Biterms for Short-Text Topic Discovery. 975-982 - Fan Meng, Yang Gao, Ruili Wang:
A Novel Automatic Context-Based Similarity Metric for Local Outlier Detection Tasks. 983-990 - Lijing Zhang, Xiaowang Zhang
An Embedding-Based Approach to Recommending SPARQL Queries. 991-998 - Adrian Robert, David Genest, Stéphane Loiseau:
The Taxonomic Cognitive Map Query Language: A General Approach to Analyse Cognitive Maps. 999-1006 - Jianguo Wei
Three-Dimensional Joint Geometric-Physiologic Feature for Lip-Reading. 1007-1012 - Usman Malik, Mukesh Barange
Performance Comparison of Machine Learning Models Trained on Manual vs ASR Transcriptions for Dialogue Act Annotation. 1013-1017 - Leonidas Akritidis
Investigating the Efficiency of Machine Learning Algorithms on MapReduce Clusters with SSDs. 1018-1025 - Katarzyna Poczeta, Elpiniki I. Papageorgiou
Implementing Fuzzy Cognitive Maps with Neural Networks for Natural Gas Prediction. 1026-1032 - Davide Saggese, Gennaro Cordasco
Power Poses Affect Risk Tolerance and Skin Conductance Levels. 1033-1039 - Kostas Kolomvatsos, Maria G. Koziri, Thanasis Loukopoulos:
An Intelligent Scheme for the Identification of QoS Violations in Virtualized Environments. 1040-1047 - Nicolas Gutowski
Context Enhancement for Linear Contextual Multi-Armed Bandits. 1048-1055
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