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ORCIDSSCI 2016: Athens, Greece
- 2016 IEEE Symposium Series on Computational Intelligence, SSCI 2016, Athens, Greece, December 6-9, 2016. IEEE 2016, ISBN 978-1-5090-4240-1
- Yaochu Jin
, Stefanos D. Kollias:
Preface from IEEE SSCI 2016 general chairs. 1-2 - Tommaso Mannucci, Erik-Jan van Kampen:
A hierarchical maze navigation algorithm with Reinforcement Learning and mapping. 1-8 - Arryon D. Tijsma, Madalina M. Drugan, Marco A. Wiering:
Comparing exploration strategies for Q-learning in random stochastic mazes. 1-8 - Suhas Shyamsundar, Tommaso Mannucci, Erik-Jan van Kampen:
Reinforcement learning based algorithm with Safety Handling and Risk Perception. 1-7 - Mathijs Pieters, Marco A. Wiering:
Q-learning with experience replay in a dynamic environment. 1-8 - Simone Parisi, Alexander Blank, Tobias Viernickel, Jan Peters:
Local-utopia policy selection for multi-objective reinforcement learning. 1-7 - Toru Hishinuma, Kei Senda:
Robust and explorative behavior in model-based Bayesian reinforcement learning. 1-8 - Zhentao Tang, Dongbin Zhao, Kun Shao, Le Lv:
ADP with MCTS algorithm for Gomoku. 1-7 - Feng Liu, Tao Zheng, Xia Hua:
A multi-criteria value iteration algorithm for POMDP problems. 1-7 - Weisheng Qian, Quan Liu, Zongzhang Zhang, Zhiyuan Pan, Shan Zhong:
Policy graph pruning and optimization in Monte Carlo Value Iteration for continuous-state POMDPs. 1-8 - Hao Xu:
Finite horizon optimal control and communication co-design for uncertain networked control system with transmit power constraint. 1-7 - Avijit Das, Zhen Ni, Xiangnan Zhong:
Near optimal control for microgrid energy systems considering battery lifetime characteristics. 1-8 - Gokhan Cetin, M. Sami Fadali, Hao Xu:
Model-free Q-learning optimal resource allocation in uncertain communication networks. 1-7 - Dongbin Zhao, Haitao Wang, Kun Shao, Yuanheng Zhu:
Deep reinforcement learning with experience replay based on SARSA. 1-6 - Wang Chong:
Frequency stabilization design for interconnected microgrid based on T-S fuzzy model with multiple time delays. 1-6 - Jingwei Hu, Qiuye Sun, Fei Teng:
A game-theoretic pricing model for Energy Internet in day-ahead trading market considering distributed generations uncertainty. 1-7 - Yihui Zuo, Xiangjun Li:
Game theory applied in system of renewable power generation with HVDC out-sending facilitated by hundred megawatts Battery Energy Storage Station. 1-5 - Qinglai Wei, Ruizhuo Song, Yancai Xu, Derong Liu:
Iterative Q-learning-based nonlinear optimal tracking control. 1-5 - Jörg Bremer, Sebastian Lehnhoff:
A hybrid CMA-ES approach for distributed grid compliant energy scheduling. 1-8 - Roberto Bonfigli, Emanuele Principi, Stefano Squartini, Marco Fagiani, Marco Severini, Francesco Piazza:
User-aided footprint extraction for appliance modelling in Non-Intrusive Load Monitoring. 1-8 - Lekhnath Kafle, Zhen Ni:
Fuzzy logic adjustment for power sharing in wind and PV-based isolated microgrid. 1-7 - Andreia M. Carreiro, Carlos Henggeler Antunes, Humberto Jorge:
Assessing the robustness of solutions to a multi-objective model of an energy management system aggregator. 1-6 - Pramod Herath, Ganesh K. Venayagamoorthy:
A service provider model for demand response management. 1-8 - Md. Ashfaqur Rahman, Ganesh Kumar Venayagamoorthy:
Power system distributed dynamic state prediction. 1-7 - Andre Gensler, Bernhard Sick, Stephan Vogt:
A review of deterministic error scores and normalization techniques for power forecasting algorithms. 1-9 - Usman S. Sanusi, David Corne:
Improving forecast accuracy for grid demand and renewables supply with pattern-match features. 1-8 - Denise M. Case, Chrysostomos D. Stylios:
Introducing a Fuzzy Cognitive Map for modeling power market auction behavior. 1-8 - Quoc Tuan Tran, Luu Ngoc An, Tung Lam Nguyen:
Optimal energy management strategies of microgrids. 1-6 - Filipe Fernandes, Douglas Alves, Tiago Pinto, Fabricio Takigawa, Rubipiara C. Fernandes, Hugo Morais, Zita A. Vale, Nelson Kagan:
Intelligent energy management using CBR: Brazilian residential consumption scenario. 1-8 - Eugénia Vinagre, Juan Francisco de Paz, Tiago Pinto, Zita A. Vale, Juan M. Corchado, Óscar García:
Intelligent energy forecasting based on the correlation between solar radiation and consumption patterns. 1-7 - Dyego de Campos, Edison A. C. Aranha Neto, Rubipiara C. Fernandes, Ines Hauer, Andre Richter:
Optimal tariff system for integration of distributed resources based on a comparison of Brazil's and Germany's system. 1-8 - Isabel Praça, João P. Soares, Luis Gomes, Eugénia Vinagre, Zita A. Vale, Lamya Abdeljalil Belhaj:
Shared Intelligence for smart grids management. 1-8 - Joao Spinola, Pedro Faria, Zita A. Vale:
Energy resource aggregator managing active consumer demand programs. 1-6 - Valérian Guivarch, Juan F. De Paz, Gabriel Villarrubia, Javier Bajo, André Péninou, Valérie Camps:
Hybrid system to analyze user's behaviour. 1-5 - Ricardo Faia, Tiago Pinto, Zita A. Vale:
GA optimization technique for portfolio optimization of electricity market participation. 1-7 - Aria Jozi, Tiago Pinto, Isabel Praça, Francisco Silva, Brigida Teixeira, Zita A. Vale:
Energy consumption forecasting based on Hybrid Neural Fuzzy Inference System. 1-5 - Óscar García, Ricardo S. Alonso, Fabio Guevara, Juan F. De Paz, Gabriel Villarrubia, Juan M. Corchado, Omid Abrishambaf, Zita A. Vale:
Use of context-aware Social Computing to improve energy efficiency in public buildings. 1-8 - Joao Spinola, Pedro Faria, Zita A. Vale:
Aggregation validation approach for the management of resources in a smart grid. 1-7 - Yosuke Kamikawaji, Haruki Matsuyama, Ken-ichi Fukui, Shigeki Hosoda, Satoshi Ono:
Decision tree-based feature function design in conditional random field applied to error detection of ocean observation data. 1-8 - Spencer Angus Thomas, Alan M. Race, Rory T. Steven, Ian S. Gilmore, Josephine Bunch:
Dimensionality reduction of mass spectrometry imaging data using autoencoders. 1-7 - Mustafa H. Hajeer, Dipankar Dasgupta:
Distributed genetic algorithm to big data clustering. 1-9 - Andreas Antoniades, Clive Cheong Took, Yaochu Jin:
An improved mini-batching technique: Sample-and-Learn. 1-7 - Pierfrancesco Cervellini, Angelo Garangau Menezes, Vijay Kumar Mago:
Finding Trendsetters on Yelp Dataset. 1-7 - Tuan D. Pham:
Entropy rates of physiological aging on microscopy. 1-5 - Seiichi Ozawa, Shun Yoshida, Jun Kitazono, Takahiro Sugawara, Tatsuya Haga:
A sentiment polarity prediction model using transfer learning and its application to SNS flaming event detection. 1-7 - Enso Ikonen, Kaddour Najim, Alfonso García-Cerezo:
MacPherson suspension system modeling and control with MDP. 1-8 - Adele Boche, Jean-Loup Farges, Henry de Plinval:
A continuous and discrete framework for reconfiguration of control of faulty systems. 1-8 - Yoshihiko Miyasato:
Adaptive H∞ consensus control of Euler-Lagrange systems on directed network graph. 1-6 - Wufan Wang, Xiaming Yuan, Jihong Zhu:
Automatic PID tuning via differential evolution for quadrotor UAVs trajectory tracking. 1-8 - Benson Christalin, Michele Colledanchise, Petter Ögren, Richard M. Murray:
Synthesis of reactive control protocols for switch electrical power systems for commercial application with safety specifications. 1-8 - Tsung Hsien Yu:
The closed-form solution of the Control Related States of Deficient Gen-Left k-th order System (the essential element of non-sharing subnet) of Petri Nets. 1-6 - Tim Oliver Heinz, Oliver Nelles:
Efficient pole optimization of nonlinear laguerre filter models. 1-7 - Julian Belz, Tim Oliver Heinz, Oliver Nelles:
Automated order determination strategies for nonlinear dynamic models. 1-8 - José Alfredo Ruiz Vargas, Emerson Grzeidak, Sadek C. A. Alfaro:
Identification of unknown nonlinear systems based on multilayer neural networks and Lyapunov theory. 1-7 - Fouzi Harrou, Muddu Madakyaru, Ying Sun:
Nonlinear partial least squares with Hellinger distance for nonlinear process monitoring. 1-6 - Maryam Farajzadeh-Zanjani, Roozbeh Razavi-Far, Mehrdad Saif:
Efficient sampling techniques for ensemble learning and diagnosing bearing defects under class imbalanced condition. 1-7 - Muddu Madakyaru, Fouzi Harrou, Ying Sun:
Improved anomaly detection using multi-scale PLS and generalized likelihood ratio test. 1-6 - Haitham Baomar, Peter J. Bentley:
An Intelligent Autopilot System that learns flight emergency procedures by imitating human pilots. 1-9 - Mustafa Sinasi Ayas, Seddik M. Djouadi:
Undetectable sensor and actuator attacks for observer based controlled Cyber-Physical Systems. 1-7 - Christina Klüver:
Steering clustering of medical data in a Self-Enforcing Network (SEN) with a cue validity factor. 1-8 - Marta Vallejo, Stuart Jamieson, Jeremy Cosgrove, Stephen L. Smith, Michael A. Lones, Jane E. Alty, David W. Corne:
Exploring diagnostic models of Parkinson's disease with multi-objective regression. 1-8 - Santosh Tirunagari, Simon C. Bull, Aki Vehtari, Christopher Farmer, Simon de Lusignan, Norman Poh:
Automatic detection of acute kidney injury episodes from primary care data. 1-6 - Daniel Lafrenière, Farhana H. Zulkernine, David Barber, Ken Martin:
Using machine learning to predict hypertension from a clinical dataset. 1-7 - Chao-Hui Huang, Emarene Mationg Kalaw:
Automated classification for pathological prostate images using AdaBoost-based Ensemble Learning. 1-4 - Anqi Li, Michael Lewis, Christian Lebiere, Katia P. Sycara, Shehzaman Salim Khatib, Yuqing Tang, Matthew Siedsma, Don Morrison:
A computational model based on human performance for fluid management in critical care. 1-6 - Zeynep D. U. Durmusoglu, Pinar Kocabey Ciftci:
Classification of smoking status: The case of Turkey. 1-5 - Ward R. J. van Breda, Mark Hoogendoorn, A. E. Eiben, Gerhard Andersson, Heleen Riper, Jeroen Ruwaard, Kristofer Vernmark:
A feature representation learning method for temporal datasets. 1-8 - Babagana Modu, A. Taufiq Asyhari, Yonghong Peng:
Data Analytics of climatic factor influence on the impact of malaria incidence. 1-8 - Aki Härmä, Rim Helaoui:
Probabilistic scoring of validated insights for personal health services. 1-6 - Mohammad O. Wedyan, Adel Al-Jumaily:
Upper limb motor coordination based early diagnosis in high risk subjects for Autism. 1-8 - Souhir Ben Souissi, Mourad Abed, Lahcen Elhiki, Philippe Fortemps, Marc Pirlot:
Categorizing the suitability of an alternative for a subject. 1-8 - Javier Navarro, Christian Wagner, Uwe Aickelin, Lynsey Green, Robert Ashford:
Measuring agreement on linguistic expressions in medical treatment scenarios. 1-8 - Santosh Tirunagari, Simon C. Bull, Samaneh Kouchaki, Deborah Cooke, Norman Poh:
Visualisation of survey responses using self-organising maps: A case study on diabetes self-care factors. 1-6 - Georgios Drakopoulos, Vasileios Megalooikonomou:
An adaptive higher order scheduling policy with an application to biosignal processing. 1-8 - Stavros Nousias, John Lakoumentas, Aris S. Lalos, Dimitrios Kikidis, Konstantinos Moustakas, Konstantinos Votis, Dimitrios Tzovaras:
Monitoring asthma medication adherence through content based audio classification. 1-5 - Christopher J. Lowrance, Adrian P. Lauf, Mehmed M. Kantardzic:
A fuzzy-based machine learning model for robot prediction of link quality. 1-8 - Andrew S. Gravett, Mathys C. du Plessis, Timothy B. Gibbon:
Hybridising Ant Colony Optimisation with a upper confidence bound algorithm for routing and wavelength assignment in an optical burst switching network. 1-8 - Ha Bui Van, Shambhu Nath Jha, Christophe Craeye:
Fast optimization of large antenna arrays on dielectric layers using surrogate Macro-Basis-Function representations. 1-4 - Julio Navarro-Lara, Aline Deruyver, Pierre Parrend:
Morwilog: an ACO-based system for outlining multi-step attacks. 1-8 - Kul Prasad Subedi, Dipankar Dasgupta, Bo Chen:
Security analysis on InfiniBand protocol implementations. 1-7 - Alejandro Martín, Alejandro Calleja, Héctor D. Menéndez, Juan E. Tapiador, David Camacho:
ADROIT: Android malware detection using meta-information. 1-8 - Madalina M. Drugan:
A Bayesian model for anomaly detection in SQL databases for security systems. 1-8 - Hanan Hibshi, Travis D. Breaux, Christian Wagner:
Improving security requirements adequacy. 1-8 - Nitin Naik, Paul Jenkins, Nick Savage, Vasilios Katos:
Big data security analysis approach using Computational Intelligence techniques in R for desktop users. 1-8 - Neal Wagner, Cem Safak Sahin, Michael L. Winterrose, James Riordan, Jaime Peña, Diana Hanson, William W. Streilein:
Towards automated cyber decision support: A case study on network segmentation for security. 1-10 - Stefan Burschka, Benoît Dupasquier:
Tranalyzer: Versatile high performance network traffic analyser. 1-8 - Daniel Conte de Leon, Venkata A. Bhandari, Ananth A. Jillepalli, Frederick T. Sheldon:
Using a knowledge-based security orchestration tool to reduce the risk of browser compromise. 1-8 - Saeed M. Alqahtani, Robert I. John:
A comparative study of different fuzzy classifiers for Cloud Intrusion Detection Systems' alerts. 1-9 - Dean Rogers:
Orthus authentication protocol: Background services. 1-6 - Alexander L. Krall, Michael E. Kuhl, Stephen F. Moskal, Shanchieh Jay Yang:
Assessing the likelihood of cyber network infiltration using rare-event simulation. 1-7 - Ananth A. Jillepalli, Daniel Conte de Leon, Stuart Steiner, Frederick T. Sheldon:
HERMES: A high-level policy language for high-granularity enterprise-wide secure browser configuration management. 1-9 - Nahla Murtada Ahmed:
Measuring cloud security risk by Mean Failure Cost. 1-8 - Emma Sloan, Marguerite McDaniel, William Nick, James Mayes, Albert C. Esterline:
Structure and evidence in identity cases. 1-8 - Robertas Damasevicius, Remigijus Valys, Marcin Wozniak:
Intelligent tagging of online texts using fuzzy logic. 1-8 - Xiaodi Huang, Weidong Huang, Wei Lai:
UIP: Estimating true rating scores of services through online user communities. 1-7 - Abdulrahman Al-Molegi, Mohammed Jabreel, Baraq Ghaleb:
STF-RNN: Space Time Features-based Recurrent Neural Network for predicting people next location. 1-7 - Dionisis Margaris, Costas Vassilakis:
Pruning and aging for user histories in collaborative filtering. 1-8 - Hojjat Salehinejad, Shahryar Rahnamayan:
Customer shopping pattern prediction: A recurrent neural network approach. 1-6 - Ibtissam Abnane, Ali Idri:
Evaluating Fuzzy Analogy on incomplete software projects data. 1-8 - Milan Pospísil, Vladimír Bartík, Tomás Hruska:
Analyzing Machine Performance Using Data Mining. 1-7 - Juan A. Aledo, José A. Gámez, David Molina, Alejandro Rosete:
FSS-OBOP: Feature subset selection guided by a bucket order consensus ranking. 1-8 - Alexander Dockhorn, Christian Braune, Rudolf Kruse:
Variable density based clustering. 1-8 - Alampally Anirudh, R. Uday Kiran, P. Krishna Reddy, Masaru Kitsuregawa:
Memory efficient mining of periodic-frequent patterns in transactional databases. 1-8 - Safouane Cherki, Parisa Rastin, Guénaël Cabanes, Basarab Matei:
Improved sparse prototyping for relational K-means. 1-8 - Ali Idri, Safae Cherradi:
Improving effort estimation of Fuzzy Analogy using feature subset selection. 1-8 - Aaron S. Pope, Daniel R. Tauritz, Alexander D. Kent:
Evolving random graph generators: A case for increased algorithmic primitive granularity. 1-8 - Aaron S. Pope, Daniel R. Tauritz, Alexander D. Kent:
Evolving Multi-level Graph Partitioning Algorithms. 1-8 - Lin Zhang, Steffen Walter, Xueyao Ma, Philipp Werner, Ayoub Al-Hamadi, Harald C. Traue, Sascha Gruss:
"BioVid Emo DB": A multimodal database for emotion analyses validated by subjective ratings. 1-6 - Anwar Saeed, Ayoub Al-Hamadi, Sebastian Handrich:
Advancement in the head pose estimation via depth-based face spotting. 1-6 - Erik Zamora, Humberto Sossa:
Dendrite morphological neurons trained by stochastic gradient descent. 1-8 - Siamak Mehrkanoon, Johan A. K. Suykens:
Scalable Semi-supervised kernel spectral learning using random Fourier features. 1-8 - Ali Haidar, Brijesh K. Verma:
A genetic algorithm based feature selection approach for rainfall forecasting in sugarcane areas. 1-8 - Giovanni Acampora, Genoveffa Tortora, Autilia Vitiello:
Comparison of Multi-objective Evolutionary Algorithms for prototype selection in nearest neighbor classification. 1-8 - Lei Zhu, Tao Ban, Kazushi Ikeda, Paul Pang, Abdolhossein Sarrafzadeh:
Distributed incremental wLPSVM learning. 1-8 - Willem S. van Heerden, Andries P. Engelbrecht:
An investigation into the effect of unlabeled neurons on Self-Organizing Maps. 1-8 - Dimitrios Koutsoukos, Georgios Alexandridis, Georgios Siolas, Andreas Stafylopatis:
A new approach to session identification by applying fuzzy c-means clustering on web logs. 1-8 - Fereshteh Jafariakinabad, Kien A. Hua:
Maximal Sequence Mining approach for topic detection from microblog streams. 1-8 - Quang Nhat Huynh, Hemant Kumar Singh, Tapabrata Ray:
Improving Symbolic Regression through a semantics-driven framework. 1-8