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ORCIDSSCI 2015: Cape Town, South Africa
- IEEE Symposium Series on Computational Intelligence, SSCI 2015, Cape Town, South Africa, December 7-10, 2015. IEEE 2015, ISBN 978-1-4799-7560-0
- Edson B. M. Costa
, Ginalber L. O. Serra:
Self-Tuning Robust Stability Fuzzy Digital Controller. 1-7 - Noor Asyikin Sulaiman, Mohd Fauzi Othman, Hayati Abdullah:
Fuzzy Logic Control and Fault Detection in Centralized Chilled Water System. 8-13 - Mukesh Prasad, Meng Joo Er, Chin-Teng Lin, Om Kumar Prasad, Manoranjan Mohanty, Jagendra Singh:
Novel Data Knowledge Representation with TSK-Type Preprocessed Collaborative Fuzzy Rule Based System. 14-21 - Tanmoy Dam, Alok Kanti Deb:
Interval Type-2 Recursive Fuzzy C-Means Clustering Algorithm in the TS Fuzzy Model Identification. 22-29 - N. A. Ebot Eno Akpa, Marthinus J. Booysen, M. Sinclair:
Efficacy of Interventions and Incentives to Achieve Speed Compliance in the Informal Public Transport Sector. 30-37 - Ayalew Belay Habtie, Ajith Abraham, Dida Midekso:
Cellular Network Based Real-Time Urban Road Traffic State Estimation Framework Using Neural Network Model Estimation. 38-44 - T. K. Venugopalan, K. Subramanian, S. Sundaram:
Multi-UAV Task Allocation: A Team-Based Approach. 45-50 - Supatcha Chaimatanan, Daniel Delahaye, Marcel Mongeau:
Aircraft 4D Trajectories Planning Under Uncertainties. 51-58 - Khaled Al-Naami, Gbadebo Ayoade, Asim Siddiqui, Nicholas Ruozzi, Latifur Khan, Bhavani Thuraisingham:
P2V: Effective Website Fingerprinting Using Vector Space Representations. 59-66 - Om Prakash Patel, Aruna Tiwari, Vikram Patel, Ojas Gupta:
Quantum Based Neural Network Classifier and Its Application for Firewall to Detect Malicious Web Request. 67-74 - Marcin Luckner:
Conversion of Decision Tree Into Deterministic Finite Automaton for High Accuracy Online SYN Flood Detection. 75-82 - Franka Schuster, Andreas Paul, René Rietz, Hartmut König:
Potentials of Using One-Class SVM for Detecting Protocol-Specific Anomalies in Industrial Networks. 83-90 - Alessandro G. Di Nuovo, Angelo Cangelosi:
Artificial Mental Imagery in Cognitive Robots Interaction. 91-96 - Zahra M. Bagheri, Steven D. Wiederman, Benjamin S. Cazzolato, Steven Grainger, David C. O'Carroll:
Robustness and Real-Time Performance of an Insect Inspired Target Tracking Algorithm Under Natural Conditions. 97-102 - Li-Wei Ko, S. Sai Kalyan Ranga:
Combining CCA and CFP for Enhancing the Performance in the Hybrid BCI System. 103-108 - Zeeshan Rasool, Naoki Masuyama, Md. Nazrul Islam, Chu Kiong Loo:
Empathic Interaction Using the Computational Emotion Model. 109-116 - Hiroyuki Nakamoto, Daisuke Nishikubo, Futoshi Kobayashi, Fumio Kojima:
Development of Food Texture Sensor Using Two Magnetic Sensing Elements. 117-121 - Hiroyuki Masuta, Hun-ok Lim, Tatsuo Motoyoshi, Ken'ichi Koyanagi, Toru Oshima:
Invariant Perception for Grasping an Unknown Object Using 3D Depth Sensor. 122-129 - Dalai Tang, Tiong Yew Tang, János Botzheim, Naoyuki Kubota, Toru Yamaguchi:
Fuzzy Spiking Neural Network for Abnormality Detection in Cognitive Robot Life Supporting System. 130-137 - Takenori Obo, Habeebah A. Kakudi, Chu Kiong Loo, Naoyuki Kubota:
Behavior Pattern Extraction Based on Growing Neural Networks for Informationally Structured Space. 138-144 - Huantong Geng, Jiaqing Sun, Wei Zhang, Chao Huang:
Study on Index Model of Tropical Cyclone Intensity Change Based on Projection Pursuit and Evolution Strategy. 145-150 - Tuomo Alasalmi, Heli Koskimäki, Jaakko Suutala, Juha Röning:
Classification Uncertainty of Multiple Imputed Data. 151-158 - Andrea Dal Pozzolo, Olivier Caelen, Reid A. Johnson, Gianluca Bontempi:
Calibrating Probability with Undersampling for Unbalanced Classification. 159-166 - Vladimir Stanovov, Evgenii Sopov, Eugene Semenkin:
Multi-Strategy Multimodal Genetic Algorithm for Designing Fuzzy Rule Based Classifiers. 167-173 - Rajhans Gondane, V. Susheela Devi:
Classification Using Probabilistic Random Forest. 174-179 - Florin Schimbinschi, Lambert Schomaker, Marco A. Wiering:
Ensemble Methods for Robust 3D Face Recognition Using Commodity Depth Sensors. 180-187 - Jos van de Wolfshaar, Mahir Faik Karaaba, Marco A. Wiering:
Deep Convolutional Neural Networks and Support Vector Machines for Gender Recognition. 188-195 - M. Ali Akber Dewan, Eric Granger, Robert Sabourin, Gian Luca Marcialis, Fabio Roli:
Video Face Recognition From A Single Still Image Using an Adaptive Appearance Model Tracker. 196-202 - Mahir Faik Karaaba, Olarik Surinta, Lambert Schomaker, Marco A. Wiering:
Robust Face Recognition by Computing Distances From Multiple Histograms of Oriented Gradients. 203-209 - Xiaojie Li, Adams Wai-Kin Kong:
Identifying Critical Factors Influencing Quality of Blood Vessel Information in JPEG Compressed Skin Images. 210-217 - Zi-Jia Wang, Zhi-Hui Zhan, Jun Zhang:
An Improved Method for Comprehensive Learning Particle Swarm Optimization. 218-225 - Elre Van Zyl, Andries P. Engelbrecht:
A Subspace-Based Method for PSO Initialization. 226-233 - Yu-Hui Zhang, Ying Lin, Yue-Jiao Gong, Jun Zhang:
Particle Swarm Optimization with Minimum Spanning Tree Topology for Multimodal Optimization. 234-241 - Kyle Robert Harrison, Beatrice M. Ombuki-Berman, Andries P. Engelbrecht:
The Effect of Probability Distributions on the Performance of Quantum Particle Swarm Optimization for Solving Dynamic Optimization Problems. 242-250 - Barend J. Leonard, Andries P. Engelbrecht:
Frequency Distribution of Candidate Solutions in Angle Modulated Particle Swarms. 251-258 - Lyndon White, Lyndon While, Ben Deeks, Farid Boussaïd:
Transistor Sizing Using Particle Swarm Optimisation. 259-266 - Grant W. Woodford, Mathys C. du Plessis, Christiaan J. Pretorius:
Evolving Snake Robot Controllers Using Artificial Neural Networks as an Alternative to a Physics-Based Simulator. 267-274 - Wei Hong Chin, Chu Kiong Loo, Naoyuki Kubota, Yuichiro Toda:
Genetic Bayesian ARAM for Simultaneous Localization and Hybrid Map Building. 275-279 - Christopher Lazarus:
Pareto-Dominance Based MOGP for Evolving Soccer Agents. 280-287 - Azhar Aulia Saputra, Indra Adji Sulistijono, János Botzheim, Naoyuki Kubota:
Interconnection Structure Optimization for Neural Oscillator Based Biped Robot Locomotion. 288-294 - Kai Lan, Kosuke Sekiyama:
Autonomous Viewpoint Selection of Robots Based on Aesthetic Composition Evaluation of a Photo. 295-300 - Heli Koskimäki:
Avoiding Bias in Classification Accuracy - A Case Study for Activity Recognition. 301-306 - Markus Kächele, Martin Schels, Patrick Thiam, Friedhelm Schwenker:
Fusion Mappings for Multimodal Affect Recognition. 307-313 - Modest von Korff, Bernard Deffarges, Thomas Sander:
Data Mining in MEDLINE for Disease-Disease Associations Via Second Order Co-Occurrence. 314-321 - Uwe Knauer, Andreas Backhaus, Udo Seiffert:
Evaluation of Fusion Methods for Gamma-Divergence-Based Neural Network Ensembles. 322-327 - Thomas Bottesch, Guenther Palm:
Improving Classification Performance by Merging Distinct Feature Sets of Similar Quality Generated by Multiple Initializations of mRMR. 328-334 - Patricia E. N. Lutu:
Naïve Bayes Classification Ensembles to Support Modeling Decisions in Data Stream Mining. 335-340 - Aditya Nigam, Parvez Khan, Phalguni Gupta:
Fusion of Palmprint and Finger-Knuckle-Print for Human Personal Recognition. 341-348 - Cynthia Sthembile Mlambo, Meshack Bafana Shabalala:
Distortion Analysis on Binary Representation of Minutiae Based Fingerprint Matching for Match-on-Card. 349-353 - Ruggero Donida Labati, Angelo Genovese, Enrique Muñoz Ballester, Vincenzo Piuri, Fabio Scotti, Gianluca Sforza:
Automatic Classification of Acquisition Problems Affecting Fingerprint Images in Automated Border Controls. 354-361 - Ajita Rattani, Zahid Akhtar, Gian Luca Foresti:
A Preliminary Study on Identifying Fabrication Material From Fake Fingerprint Images. 362-366 - Tim Oliver Heinz, Oliver Nelles:
Interpretation and Analysis of Input Selection Approaches in Distance Space. 367-374 - Tobias Ebert, Torsten Fischer, Julian Belz, Tim Oliver Heinz, Geritt Kampmann, Oliver Nelles:
Extended Deterministic Local Search Algorithm for Maximin Latin Hypercube Designs. 375-382 - Fouzi Harrou, Ying Sun:
Enhanced Anomaly Detection Via PLS Regression Models and Information Entropy Theory. 383-388 - Ananda Maiti, Alexander A. Kist, Andrew D. Maxwell:
Building Markov Decision Process Based Models of Remote Experimental Setups for State Evaluation. 389-397 - Fouzi Harrou, Ying Sun:
GLRT Based Anomaly Detection for Sensor Network Monitoring. 398-403 - Yong Zhang, Meng Joo Er, Rui Zhao:
Multi-Document Extractive Summarization Using Window-Based Sentence Representation. 404-410 - Jiaqi Ma, Yi Lu Murphey, Hong Zhao:
Real Time Drowsiness Detection Based on Lateral Distance Using Wavelet Transform and Neural Network. 411-418 - S. Nienaber, R. S. Kroon, Marthinus J. Booysen:
A Comparison of Low-Cost Monocular Vision Techniques for Pothole Distance Estimation. 419-426 - J. Engelbrecht, Marthinus J. Booysen, Gert-Jan van Rooyen, Frederick J. Bruwer:
Performance Comparison of Dynamic Time Warping (DTW) and a Maximum Likelihood (ML) Classifier in Measuring Driver Behavior with Smartphones. 427-433 - Frederick J. Bruwer, Marthinus J. Booysen:
Comparison of GPS and MEMS Support for Smartphone-Based Driver Behavior Monitoring. 434-441 - Ritesh Kanjee, Asheer K. Bachoo, Johnson Carroll:
A Three-Step Vehicle Detection Framework for Range Estimation Using a Single Camera. 442-448 - Ramzi A. Haraty, Sanaa Kaddoura, Ahmed Sherif Zekri:
Information Warfare: Fighting Back Through the Matrix. 449-454 - Robert K. Abercrombie, Frederick T. Sheldon:
Security Analysis of Smart Grid Cyber Physical Infrastructures Using Game Theoretic Simulation. 455-462 - Abhijit Kumar Nag, Arunava Roy, Dipankar Dasgupta:
An Adaptive Approach Towards the Selection of Multi-Factor Authentication. 463-472 - Devadeep Shyam, Yan Wang, Alex C. Kot:
Histogram-Based Fast Text Paragraph Image Detection. 473-480 - Mehul S. Raval, Vaibhav B. Joshi, Dhruv Gupta, Shubhalaxmi J. Kher:
Authenticating Super-Resolved Image and Enhancing Its PSNR Using Watermark. 481-487 - Fernando Jiménez, Enrico Marzano, Gracia Sánchez, Guido Sciavicco, Nicola Vitacolonna:
Attribute Selection Via Multi-Objective Evolutionary Computation Applied to Multi-Skill Contact Center Data Classification. 488-495 - Sue Ellen Haupt, Branko Kosovic:
Big Data and Machine Learning for Applied Weather Forecasts: Forecasting Solar Power for Utility Operations. 496-501 - Roderick Duncan, Terry Bossomaier, Steven D'Alessandro, Craig Johnson, Kathyrn French:
Using the Simulation of Ecological Systems to Explain the Wheel of Retailing. 502-508 - Nikolaos Tsapanos, Anastasios Tefas, Nikos Nikolaidis, Ioannis Pitas:
Distributed, MapReduce-Based Nearest Neighbor and E-Ball Kernel k-Means. 509-515 - Raghavan Krishnan, Sarangapani Jagannathan:
Hierarchical Mahalanobis Distance Clustering Based Technique for Prognostics in Applications Generating Big Data. 516-521 - Mandar Chandorkar, Raghvendra Mall, Oliver Lauwers, Johan A. K. Suykens, Bart De Moor:
Fixed-Size Least Squares Support Vector Machines: Scala Implementation for Large Scale Classification. 522-528 - Kabaji Egara, Yonghong Peng:
Big Data Analytics of Financial Strategies. 529-535 - Aamir Hassan, Masood U. H. Zaka, Demetres Kouvatsos, Yonghong Peng:
Integrated Analysis of Gene Expression Data for Colon Cancer Biomarker Discovery. 536-541 - Li Bu, Dongbin Zhao, Cesare Alippi:
A Pdf-Free Change Detection Test for Data Streams Monitoring. 542-547 - Masaki Hiromoto, Toshimitsu Ushio:
Learning an Optimal Control Policy for a Markov Decision Process Under Linear Temporal Logic Specifications. 548-555 - Kevin Van Vaerenbergh, Yann-Michaël De Hauwere, Bruno Depraetere, Kristof Van Moffaert, Ann Nowé:
A Policy Gradient with Parameter-Based Exploration Approach for Zone-Heating. 556-563 - Michiel Van De Steeg, Madalina M. Drugan, Marco A. Wiering:
Temporal Difference Learning for the Game Tic-Tac-Toe 3D: Applying Structure to Neural Networks. 564-570 - Timothé Collet, Olivier Pietquin:
Bayesian Credible Intervals for Online and Active Learning of Classification Trees. 571-578 - Adnane Ez-Zizi, Simon Farrell, David S. Leslie:
Bayesian Reinforcement Learning in Markovian and non-Markovian Tasks. 579-586 - Vignesh Narayanan, Sarangapani Jagannathan:
Distributed Adaptive Optimal Regulation of Uncertain Large-Scale Linear Networked Control Systems Using Q-Learning. 587-592 - Saba Q. Yahyaa, Madalina M. Drugan:
Correlated Gaussian Multi-Objective Multi-Armed Bandit Across Arms Algorithm. 593-600 - Giacomo Boracchi, Michalis Michaelides, Manuel Roveri:
Detecting Contaminants in Smart Buildings by Exploiting Temporal and Spatial Correlation. 601-608 - Inés del Campo, Javier Echanobe, Estibaliz Asua, Raul Finker:
Controlled-Accuracy Approximation of Nonlinear Functions for Soft Computing Applications: A High Performance Co-proccessor for Intelligent Embedded Systems. 609-616 - George M. Milis, Demetrios G. Eliades, Christos G. Panayiotou, Marios M. Polycarpou:
Semantic Mediation in Smart Water Networks. 617-624 - Faisal Waris, Robert G. Reynolds:
Using Cultural Algorithms to Improve Wearable Device Gesture Recognition Performance. 625-633 - Haifeng Niu, Sarangapani Jagannathan:
Optimal Defense and Control for Cyber-Physical Systems. 634-639 - Francesco Orciuoli, Mimmo Parente:
An Agent-Based Framework for Indoor Navigation in Blended Shopping. 640-646 - Xiaoyu Zhang, Rui Wang, Tianjun Liao, Tao Zhang, Yabin Zha:
Short-Term Forecasting of Wind Power Generation Based on the Similar Day and Elman Neural Network. 647-650 - Franka Veltman, Luis G. Marin, Doris Sáez, Leonel Guitierrez, Alfredo Núñez:
Prediction Interval Modeling Tuned by an Improved Teaching Learning Algorithm Applied to Load Forecasting in Microgrids. 651-658 - Eugénia Vinagre, Luis Gomes, Zita A. Vale:
Electrical Energy Consumption Forecast Using External Facility Data. 659-664 - P. J. C. Nel, Marthinus J. Booysen, Brink van der Merwe:
Electric Water Heater Energy Consumption Determination Using Outlet Temperature and Volumetric Estimation. 665-672 - Yawei Wei, Iroshani Jayawardene, Ganesh Kumar Venayagamoorthy:
Frequency Prediction of Synchronous Generators in a Multi-Machine Power System with a Photovoltaic Plant Using a Cellular Computational Network. 673-678 - George M. Milis, Markos Asprou, Elias Kyriakides, Christos G. Panayiotou, Marios M. Polycarpou:
Semantically-Enhanced Configurability in State Estimation Structures of Power Systems. 679-686 - Ye Ren, Xueheng Qiu, Ponnuthurai N. Suganthan, Gehan A. J. Amaratunga:
Detecting Wind Power Ramp with Random Vector Functional Link (RVFL) Network. 687-694 - Pawel Fiedor:
Maximum Entropy Production Principle for Stock Returns. 695-702 - Yauheniya Shynkevich, T. Martin McGinnity, Sonya A. Coleman, Ammar Belatreche:
Predicting Stock Price Movements Based on Different Categories of News Articles. 703-710 - Sam Cramer, Michael Kampouridis, Alex Alves Freitas, Antonis Alexandridis:
Predicting Rainfall in the Context of Rainfall Derivatives Using Genetic Programming. 711-718 - Ajay Byanjankar, Markku Heikkilä, József Mezei:
Predicting Credit Risk in Peer-to-Peer Lending: A Neural Network Approach. 719-725 - Tristan Cazenave, Sana Ben Hamida:
Forecasting Financial Volatility Using Nested Monte Carlo Expression Discovery. 726-733 - Patrick Gabrielsson, Ulf Johansson:
High-Frequency Equity Index Futures Trading Using Recurrent Reinforcement Learning with Candlesticks. 734-741 - Yue Li, Khaldoun M. Khashanah:
The Predictive Power of Volatility Pattern Recognition in Stock Market. 742-748 - Alexander Dockhorn, Christian Braune, Rudolf Kruse:
An Alternating Optimization Approach Based on Hierarchical Adaptations of DBSCAN. 749-755 - Michael Cochez, Ferrante Neri:
Scalable Hierarchical Clustering: Twister Tries with a Posteriori Trie Elimination. 756-763 - Jaswant Meena, V. Susheela Devi:
Overlapping Community Detection in Social Network Using Disjoint Community Detection. 764-771 - Neha Bharill, Om Prakash Patel, Aruna Tiwari:
An Enhanced Quantum-Inspired Evolutionary Fuzzy Clustering. 772-779 - David P. Hofmeyr, Nicos G. Pavlidis:
Maximum Clusterability Divisive Clustering. 780-786 - Parisa Rastin, Guénaël Cabanes, Nistor Grozavu, Younès Bennani:
Collaborative Clustering: How to Select the Optimal Collaborators? 787-794 - Swarup Chandra, Vishal Karande, Latifur Khan:
A Comparative Study of Markov Network Structure Learning Methods Over Data Streams. 795-802 - Ntombikayise Banda, Andries P. Engelbrecht, Peter Robinson:
Feature Reduction for Dimensional Emotion Recognition in Human-Robot Interaction. 803-810 - Kanmanus Ongvisatepaiboon, Jonathan H. Chan, Vajirasak Vanijja:
Smartphone-Based Tele-Rehabilitation System for Frozen Shoulder Using a Machine Learning Approach. 811-815 - Ilham Kadi, Ali Idri:
A Decision Tree-Based Approach for Cardiovascular Dysautonomias Diagnosis: A Case Study. 816-823 - Amir Hussain, Kamran Farooq, Bin Luo, Warner V. Slack:
A Novel Ontology and Machine Learning Inspired Hybrid Cardiovascular Decision Support Framework. 824-832 - M. Shamim Kaiser, Zamshed I. Chowdhury, M. Shamim Mamun, Amir Hussain, Mufti Mahmud:
Solar Powered Wheel Chair for Physically Challenged People Using Surface EMG Signal. 833-836 - Romaric Pighetti, Denis Pallez, Frédéric Precioso:
Comparative Study of Recent Multimodal Evolutionary Algorithms. 837-844 - Heiner Zille, Sanaz Mostaghim:
Using ?-Dominance for Hidden and Degenerated Pareto-Fronts. 845-852