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ORCIDSMC 2018: Miyazaki, Japan
- IEEE International Conference on Systems, Man, and Cybernetics, SMC 2018, Miyazaki, Japan, October 7-10, 2018. IEEE 2018, ISBN 978-1-5386-6650-0
Regular and Special Sessions
MoAM-R01
- Shun Nishide, Fuji Ren:
Improvement of Developmental Drawing Imitation Using Recurrent Neural Network Through Incorporation of AVITEWRITE Model. 1-5 - Shangzhu Jin, Yanling Jiang, Jun Peng
:
Intrusion Detection System Enhanced by Hierarchical Bidirectional Fuzzy Rule Interpolation. 6-10 - Mercedes Hidalgo-Herrero, Alberto de la Encina, Fernando Rubio:
Selecting Algorithms by Using ATD. 11-16 - Du Zhang:
From One-off Machine Learning to Perpetual Learning: A STEP Perspective. 17-23 - Mehrdad Valipour, Yingxu Wang:
A Cognitive Machine Learning System for Phrases Composition and Semantic Comprehension. 24-29 - Yann Maret, Daniel Oberson, Marina L. Gavrilova:
Real-Time Embedded System for Gesture Recognition. 30-34
MoAM-R02
- Teiji Kawano, Noriaki Hattori, Megumi Hatakenaka, Yutaka Uno, Hajime Yagura, Hiroaki Fujimoto, Tomomi Yoshioka, Michiko Nagasako, Hironori Otomune, Keiichi Kitajo, Ichiro Miyai:
Comparison of EEG Synchrony Measures for Post-Stroke Neurorehabilitation. 35-38 - Yumie Ono, Kenya Wada, Naoto Seki, Maho Imanishi Ito, Marina Tani Minakuchi, Masashi Kono, Takanori Tominaga:
Hand Motor Rehabilitation of Patients with Stroke Using Physiologically Congruent Neurofeedback. 39-44 - Andreas A. Ioannides:
The Neural Representation of Self and Neurofeedback and Its Application to the Evaluation Efficacy for Smoking Cessation. 45-50 - Jeffrey Mock, John Myers, Farzan Irani, Kay Robbins, Edward J. Golob:
Single-Trial Classification of Disfluent Brain States in Adults Who Stutter. 57-62 - Daniel Agoiz Badia, Josep Dinarès-Ferran, James Swift, Ren Xu, Rupert Ortner, Javier Rodriguez, Beatriz F. Giraldo, Christoph Guger, Guenter Edlinger:
Improving Auditory Paradigms for Consciousness Detection by Brain-Computer Interfaces Technique. 63-66
MoAM-R03
- Guangye Li, Shize Jiang, Meng Wang, Zehan Wu, Peter Brunner, Gerwin Schalk, Liang Chen, Dingguo Zhang:
SEEGview: A Toolbox for Localization and Visualization of Stereo-Electroencephalography (SEEG) Electrodes. 67-70 - Laurens R. Krol, Mahta Mousavi, Virginia de Sa, Thorsten O. Zander:
Towards Classifier Visualisation in 3D Source Space. 71-76 - Tim R. Mullen, Christian Kothe, Scott Makeig:
STRUM: A New Dataset for Neuroergonomics Research. 77-82 - Takayuki Hoshino, Suguru Kanoga, Atsunori Kanemura, Takeshi Ogawa:
A No-Reference Metric of Cerebral Blood Flow Extraction for fNIRS Data. 83-89 - Nils Nappenfeld, Gerd-Jürgen Giefing:
Applying Fitts' Law to a Brain-Computer Interface Controlling a 2D Pointing Device. 90-95 - Bogdan L. Kozyrskiy, Anastasia O. Ovchinnikova, Sergei L. Shishkin:
Estimating Similarity Between Individual EEG Datasets Using a Convolutional Neural Network. 96-101
MoAM-R04
- Ryohei Fukuma, Takufumi Yanagisawa, Shinji Nishimoto, Masataka Tanaka, Shota Yamamoto, Satoru Oshino, Yukiyasu Kamitani, Haruhiko Kishima:
Decoding Visual Stimulus in Semantic Space from Electrocorticography Signals. 102-104 - Ryusuke Hayashi, Hayaki Kawata:
Image Reconstruction from Neural Activity Recorded from Monkey Inferior Temporal Cortex Using Generative Adversarial Networks. 105-109 - Katie Ly, Jing Wu, Lila Levinson, Benjamin R. Shuman, Katherine M. Steele, Jeffrey G. Ojemann, Rajesh P. N. Rao:
Electrocorticographic Dynamics Predict Sustained Grasping and Upper-Limb Kinetic Output. 110-114 - Christoph Kapeller, Johannes Gruenwald, Kyousuke Kamada, Hiroshi Ogawa, Shusei Fukuyama, Takahiro Sanada, Robert Prückl, Christoph Guger:
Online Detection of Real-World Faces in ECoG Signals. 115-118 - Masayuki Hirata, Seiji Kameda, Jason Palmer, Hiroshi Ando, Takafumi Suzuki, Yinlai Jiang, Hiroshi Yokoi, Yasuharu Koike:
Clinical Application of Implantable Brain Machine Interfaces. 119-122
MoAM-R05
- Hoi Ka Hou, Smitha Kavallur Pisharath Gopi:
Low-Cost Wireless Electrooculography Speller. 123-128 - Jin Woo Choi, Eojin Rho, Sejoon Huh, Sungho Jo:
An EOG/EEG-Based Hybrid Brain-Computer Interface for Chess. 129-134 - Sheir Zaheer, Jong-Hwan Kim:
Multimodal Emotion Recognition Using Classifier Reliability-Based Aggregation. 135-140 - Christophe Maufroy, Daniel Bargmann:
CNN-Based Detection and Classification of Grasps Relevant for Worker Support Scenarios Using sEMG Signals of Forearm Muscles. 141-146 - Aya Rezeika, Mihaly Benda, Piotr Stawicki, Felix Gembler, Abdul Saboor, Ivan Volosyak:
Surface Electromyographic Control of a Three-Steps Speller Interface. 147-152 - Aya Rezeika, Mihaly Benda, Piotr Stawicki, Felix Gembler, Abdul Saboor, Ivan Volosyak:
30-Targets Hybrid BNCI Speller Based on SSVEP and EMG. 153-158
MoAM-R06
- Jun-ichi Kushida, Akira Hara, Tetsuyuki Takahama:
Cartesian Genetic Programming with Module Mutation for Symbolic Regression. 159-164 - Jiao Wu, Rui Wang, Ruiying Li, Hui Zhang, Xiaohui Hu:
Multi-critic DDPG Method and Double Experience Replay. 165-171 - Takaaki Yamada, Yuki Maekawa, Yuko Kato, Tomoe Tomiyama:
Interactive System Using LDA for Exploratory Visualization to Extract Data Association in a Data Lake. 172-177 - Shuichi Hashida, Keiichi Tamura, Tatsuhiro Sakai:
Classifying Sightseeing Tweets Using Convolutional Neural Networks with Multi-channel Distributed Representation. 178-183 - Tomohiro Hayashida, Ichiro Nishizaki, Shinya Sekizaki, Yuki Ogasawara:
Development of a Classifier System for Continuous Environment Using Neural Network. 184-188 - Akira Hara, Jun-ichi Kushida, Ryota Takemoto, Tetsuyuki Takahama:
Artificial Bee Colony Programming Using Semantic Control Crossover. 189-194 - Takahiro Obata, Setsuya Kurahashi:
A Study of Variable Selection Within A Framework of Real-Coded Genetic Algorithm. 195-201
MoAM-R07
- Bo Yang, Guanjun Liu, Dongming Xiang, Chungang Yan, Changjun Jiang:
A Heuristic Method of Detecting Data Inconsistency Based on Petri Nets. 202-208 - Ana Cristina Bicharra Garcia, Adriana Santarosa Vivacqua:
When Less is More: Mining Infrequent Events from Medium Sized Datasets. 209-214 - Toru Yamamoto, Takuya Kinoshita, Hiromu Imaji:
Design of a Database-Driven Modeling Based on Variable Selection Using a Random Forest. 215-220 - Jianguo Xu, Mengjun Li, Minghao Li, Qingsong Zhao, Bingfeng Ge:
Temporal Impact Analysis for Technological Innovation Based on Box-Cox Transformation. 221-225 - Konstantina Chrysafiadi, Christos Troussas, Maria Virvou:
A Framework for Creating Automated Online Adaptive Tests Using Multiple-Criteria Decision Analysis. 226-231
MoAM-R08
- Hideyasu Sasaki:
A PSO-Based Algorithm Describes Ant Nest Move. 243-248 - Partha P. Biswas, Ponnuthurai N. Suganthan, Gehan A. J. Amaratunga:
Optimal Power Flow Solutions Using Algorithm Success History Based Adaptive Differential Evolution with Linear Population Reduction. 249-254 - Hitoshi Iba, Ji Feng, Hossein Izadi Rad:
GP-RVM: Genetic Programing-Based Symbolic Regression Using Relevance Vector Machine. 255-262 - Manizheh Ghaemidizaji, Chitra Dadkhah, Henry Leung:
A New Optimization Algorithm Based on the Behavior of BrunsVigia Flower. 263-267 - Jun Yu, Yan Pei, Hideyuki Takagi:
Competitive Strategies for Differential Evolution. 268-273 - Yukiko Orito, Yoshiko Hanada:
Equality Constraint-Handling Technique with Variables Grouping in EA for Large Scale Global Optimization. 274-279 - Anupam Trivedi, Dipti Srinivasan:
Empirical Investigations Into the Composite Differential Evolution on CEC 2017 Constrained Optimization Problems. 280-285
MoAM-R09
- Vinh Dinh Nguyen, Cuong Cao Pham, Hyung-Joon Jeon, Jae Wook Jeon:
High-Speed Car Detection Using ResNet-Based Recurrent Rolling Convolution. 286-291 - Wouter van Heeswijk, Han La Poutré:
Scalability and Performance of Decentralized Planning in Flexible Transport Networks. 292-297 - Fumiaki Sato, Takamasa Koshizen, Takanari Matsumoto, Hiroaki Kawase, Shugo Miyamoto, Yasuo Torimoto:
Self-Driving System for Electric Wheelchair Using Smartphone to Estimate Travelable Areas. 298-304 - Jane Jean Kiam, Axel Schulte:
Multilateral Mission Planning in a Time-Varying Vector Field with Dynamic Constraints. 305-310 - Maria Pia Fanti, Alessandro Rinaldi, Michele Roccotelli, Bartolomeo Silvestri, Simone Porru, Filippo Eros Pani:
Software Requirements and Use Cases for Electric Light Vehicles Management. 311-316 - Kyle Sama, Yoichi Morales, Naoki Akai, Eijiro Takeuchi, Kazuya Takeda:
Learning How to Drive in Blind Intersections from Human Data. 317-324
MoAM-R10
- Aljoscha Pörtner, Martin Hoffmann, Sebastian Zug, Matthias König:
SwarmRob: A Docker-Based Toolkit for Reproducibility and Sharing of Experimental Artifacts in Robotics Research. 325-332 - Ibrahim A. Seleem, Haitham El-Hussieny, Samy F. M. Assal:
Development of a Demonstration-Guided Motion Planning for Multi-section Continuum Robots. 333-338 - Loris Roveda, Nicola Castaman, Stefano Ghidoni, Paolo Franceschi, Nicoló Boscolo, Enrico Pagello, Nicola Pedrocchi:
Human-Robot Cooperative Interaction Control for the Installation of Heavy and Bulky Components. 339-344 - Mitsuhiko Kimoto, Masahiro Shiomi, Takamasa Iio, Katsunori Shimohara, Norihiro Hagita:
Calibrating Depth Sensors for Pedestrian Tracking Using a Robot as a Movable and Localized Landmark. 345-350 - Ryan Coulson, Brent A. Utter, Michael F. Brown, Alexander A. Brown:
Assessing the Significance of Tail Actuation Strategy in Ethorobotic Fish. 351-356 - Shigemichi Matsuzaki, Hiroaki Masuzawa, Jun Miura, Shuji Oishi:
3D Semantic Mapping in Greenhouses for Agricultural Mobile Robots with Robust Object Recognition Using Robots' Trajectory. 357-362
MoAM-R11
- Yuichiro Mori, Noboru Takagi:
High Speed Image Retrieval Method Executable on Smartphones: Toward Vision Assistance for Blind People. 363-367 - Riku Kashiwaki, Tomomoto Ishikawa, Hidehiko Matsubayashi, Yutaka Hata:
Classification of Follicles by Ultrasonic Images. 368-371 - Phil Meier, Kris Rohrmann, Marvin Sandner, Marcus Prochaska:
A Novel Methodology for Magnetic Hand Motion Tracking in Human-Machine Interfaces. 372-378 - Soichi Nishio, Moazzem Hossain, Md Belayat Hossain, Manabu Nii, Takafumi Hiranaka, Syoji Kobashi:
Real-Time Orthopedic Surgery Procedure Recognition Method with Video Images from Smart Glasses Using Convolutional Neural Network. 379-384 - Saadia Binte Alam, Akinobu Shimizu, Kumiko Ando, Reiichi Ishikura, Syoji Kobashi:
Disorder Development Onset Prediction Based on Spatiotemporal Statistical Shape Model. 385-390 - Kazuo Kiguchi, Koki Honda:
Effect of Frequency in Vibration Stimulation for Human Elbow Extension Motion Change: A Fundamental Study for Upper-Limb Perception-Assist. 391-396 - Aoi Emura, Takayuki Yumoto, Teijiro Isokawa, Naotake Kamiura, Yutaka Hata, Tomomoto Ishikawa, Hidehiko Matsubayashi:
On Ultrasound-Measurement-Based Stenosis Detection in Fallopian Tubal Model Using Support Vector Machines. 397-402
MoAM-R12
- Jianjun Zhang, Wing W. Y. Ng:
Stochastic Sensitivity Measure-Based Noise Filtering and Oversampling Method for Imbalanced Classification Problems. 403-408 - Pritpal Singh, Kinjal Rabadiya:
Information Classification, Visualization and Decision-Making: A Neutrosophic Set Theory Based Approach. 409-414 - Junhai Zhai, Sufang Zhang, Junfen Chen, Qiang He:
Autoencoder and Its Various Variants. 415-419 - Xing Tian, Wing W. Y. Ng, Hui Wang:
Incremental Hashing with Dynamic Semantic Pool. 420-425 - Siming Lian, Jianwei Liu, Runkun Lu, Xionglin Luo:
Rank Pruning Approach for Noisy Multi-label Learning. 426-431 - Wenwen Mo, Lianghua He, Yuqin Wang, Jian Lu:
Effective Sample Synthesizing in Kernel Space for Imbalanced Classification. 432-438 - Bartosz Krawczyk, Michal Wozniak:
Leveraging Ensemble Pruning for Imbalanced Data Classification. 439-444
MoAM-R13
- Taha J. Alhindi, D. Marc Kilgour, Keith W. Hipel:
Option Effectiveness in Conflict Resolution. 445-450 - Junfei Hu, Peng Guo, Linbo Luo:
A Framework for Managing Flexible Waste-to-Energy Systems Based on Decision Rules. 451-456 - Satoru Oniki, Satoshi Tsuchiya, Keishi Tanimoto, Yoshihiko Hosoi:
Location Planning of Wastewater Treatment Plants for Reuse of Treated Water. 457-461 - Hiroyuki Sakakibara, Shota Mori, Madoka Chosokabe, Daisuke Kamiya, Ryo Yamanaka, Toshiaki Miyaguni, Tetsuya Nishie, Hiromochi Mitsuhashi, Makoto Tsukai:
The Topic Extraction from the Discussion Data of Community Disaster Risk Management Workshops. 462-467 - Peng Guo, Dingning Zhang, Jing Zhao, Junfei Hu:
A Systematic Solution for Conflict Between Strategic and Projects in Project-Base Enterprise. 468-473
MoPM-R01
- Chun-Shu Wei, Masaki Nakanishi, Kuan-Jung Chiang, Tzyy-Ping Jung:
Exploring Human Variability in Steady-State Visual Evoked Potentials. 474-479 - Dongjae Kim, Sang Wan Lee:
Model-Based BCI: A Novel Brain-Computer Interface Framework for Reading Out Learning Strategies Underlying Choices. 480-484 - Ka Fai Lao, Chi Man Wong, Ze Wang, Feng Wan:
Learning Prototype Spatial Filters for Subject-Independent SSVEP-Based Brain-Computer Interface. 485-490 - Ibrahim Hossain, Abbas Khosravi, Imali Hettiarachchi, Saeid Nahavandi:
Calibration Time Reduction Using Subjective Features Selection Based Transfer Learning For Multiclass BCI. 491-498 - Satyam Kumar, Tharun Kumar Reddy, Laxmidhar Behera:
EEG Based Motor Imagery Classification Using Instantaneous Phase Difference Sequence. 499-504 - Jungbae Park, Sang Wan Lee:
Solving the Memory-Based Memoryless Trade-off Problem for EEG Signal Classification. 505-510
MoPM-R02
- Ji-Hoon Jeong, Keun-Tae Kim, Dong-Joo Kim, Seong-Whan Lee:
Decoding of Multi-directional Reaching Movements for EEG-Based Robot Arm Control. 511-514 - Jeong-Hyun Cho, Ji-Hoon Jeong, Kyung-Hwan Shim, Dong-Joo Kim, Seong-Whan Lee:
Classification of Hand Motions within EEG Signals for Non-Invasive BCI-Based Robot Hand Control. 515-518 - Asuka Takai, Diletta Rivela, Giuseppe Lisi, Tomoyuki Noda, Tatsuya Teramae, Hiroshi Imamizu, Jun Morimoto:
Investigation on the Neural Correlates of Haptic Training. 519-523 - Abdelkader Nasreddine Belkacem, Shuichi Nishio, Takafumi Suzuki, Hiroshi Ishiguro, Masayuki Hirata:
Neuromagnetic Geminoid Control by BCI Based on Four Bilateral Hand Movements. 524-527 - Oh Yoke Chew, Neethu Robinson, Smitha Kavallur Pisharath Gopi:
Covert Visuospatial Attention (VSA) for EEG-Based Asynchronous Control of Robot. 528-533 - Piotr Stawicki, Felix Gembler, Cheuk Yin Chan, Mihaly Benda, Aya Rezeika, Abdul Saboor, Roland Grichnik, Ivan Volosyak:
SSVEP-Based BCI in Virtual Reality - Control of a Vacuum Cleaner Robot. 534-537
MoPM-R03
- Isabela Albuquerque, Abhishek Tiwari, Jean-François Gagnon, Daniel Lafond, Mark Parent, Sébastien Tremblay, Tiago H. Falk:
On the Analysis of EEG Features for Mental Workload Assessment During Physical Activity. 538-543 - Frédéric Dehais, Alban Duprès, Gianluca Di Flumeri, Kevin J. Verdiere, Gianluca Borghini, Fabio Babiloni, Raphaëlle N. Roy:
Monitoring Pilot's Cognitive Fatigue with Engagement Features in Simulated and Actual Flight Conditions Using an Hybrid fNIRS-EEG Passive BCI. 544-549 - Ping-Keng Jao, Ricardo Chavarriaga, José del R. Millán:
Analysis of EEG Correlates of Perceived Difficulty in Dynamically Changing Flying Tasks. 550-555 - Xixie Zhang, Laurens R. Krol, Thorsten O. Zander:
Towards Task-Independent Workload Classification: Shifting from Binary to Continuous Classification. 556-561 - Kosuke Fujita, Fumiya Kinoshita, Hideaki Touyama:
Detection of Cognitive Decline Due to Mental Fatigue Using Electroencephalogram. 562-567 - Martin Völker, Jirí Hammer, Robin Tibor Schirrmeister, Joos Behncke, Lukas Dominique Josef Fiederer, Andreas Schulze-Bonhage, Petr Marusic, Wolfram Burgard, Tonio Ball:
Intracranial Error Detection via Deep Learning. 568-575
MoPM-R04
- Eri Matsuo, Ichiro Kobayashi, Shinji Nishimoto, Satoshi Nishida, Hideki Asoh:
Describing Semantic Representations of Brain Activity Evoked by Visual Stimuli. 576-583 - Tomoya Nakai, Naoko Koide-Majima, Shinji Nishimoto:
Encoding and Decoding of Music-Genre Representations in the Human Brain. 584-589 - Guangyi Ai, Motoharu Hagio, Mayu Ichiki, Hiroaki Wagatsuma:
Simultaneous Analysis of EEGs and Movements in Interative Hand Shaking Required Skills to Synchronize Cooperatively in Game. 590-594 - Sivaraman Balakrishnan, Yo Joong Choe, Aarti Singh, Jean M. Vettel, Timothy D. Verstynen:
Local White Matter Architecture Defines Functional Brain Dynamics. 595-602 - Takafumi Asao, Takahiro Wada, Tomoya Uefune:
Modulation of Vestibulo-Ocular Reflex by Volition of Machine Operation. 603-608 - Akihiro Matsumoto, Toshihisa Tanaka:
Cross-Modulation Response Underlying Sensorimotor Synchronization to Auditory and Visual Beats. 609-614
MoPM-R05
- Piotr Stawicki, Felix Gembler, Cheuk Yin Chan, Mihaly Benda, Aya Rezeika, Abdul Saboor, Roland Grichnik, Ivan Volosyak:
Investigating Spatial Awareness within an SSVEP-based BCI in Virtual Reality. 615-618 - Piotr Stawicki, Felix Gembler, Ivan Volosyak, Aya Rezeika, Roland Grichnik, Mihaly Benda, Abdul Saboor:
A Dictionary Driven Mental Typewriter Based on Code-Modulated Visual Evoked Potentials (cVEP). 619-624 - Abdul Saboor, Felix Gembler, Mihaly Benda, Piotr Stawicki, Aya Rezeika, Roland Grichnik, Ivan Volosyak:
A Browser-Driven SSVEP-Based BCI Web Speller. 625-630 - Karim Said Barsim, Wangbo Zheng, Bin Yang:
Ensemble Learning to EEG-Based Brain Computer Interfaces with Applications on P300-Spellers. 631-638 - Aniana Cruz, Gabriel Pires, Urbano José C. Nunes:
Generalization of ErrP-Calibration for Different Error-Rates in P300-Based BCIs. 644-649 - Masaki Nakanishi, Yu-Te Wang, Tzyy-Ping Jung:
Optimizing Phase Intervals for Phase-Coded SSVEP-Based BCIs With Template-Based Algorithm. 650-655
MoPM-R06
- Punit Rathore, Zahra Ghafoori, James C. Bezdek, Marimuthu Palaniswami, Christopher Leckie:
Estimating Generalized Dunn's Cluster Validity Indices for Big Data. 656-661 - Peifeng Liang, Weite Li, Yudong Wang, Jinglu Hu:
One-Class Classification Using Quasi-Linear Support Vector Machine. 662-667 - Shabnam Nazmi, Abdollah Homaifar:
Possibility Rule-Based Classification Using Function Approximation. 668-674 - Shabnam Nazmi, Xuyang Yan, Abdollah Homaifar:
Multi-label Classification Using Genetic-Based Machine Learning. 675-680 - Zonglin Di, SiYa Yao, Qi Kang, Mengchu Zhou:
An Adaptive Pre-clustering Support Vector Machine for Binary Imbalanced Classification. 681-686 - Himanshu Kumar, P. S. Sastry:
Robust Loss Functions for Learning Multi-class Classifiers. 687-692 - Soumya K. Ghosh, Shreya Ghosh:
Modeling Individual's Movement Patterns to Infer Next Location from Sparse Trajectory Traces. 693-698
MoPM-R07
- Maxim Mozgovoy:
Context-Awareness and Anticipation in a Tennis Video Game AI System. 699-703 - Jessica Schwarz, Sven Fuchs:
Validating a "Real-Time Assessment of Multidimensional User State" (RASMUS) for Adaptive Human-Computer Interaction. 704-709 - Maciej Huk:
Variable Entropy of Noise in Evaluation of Effectiveness of Context Usage by Machine Learning Methods. 710-715 - Gustav Markkula, Arkady Zgonnikov:
Evidence Accumulation Account of Human Operators' Decisions in Intermittent Control During Inverted Pendulum Balancing. 716-721 - Robert Kozma, Raymond Noack, Chetan Manjesh:
Neuroenergetics of Brain Operation and Implications for Energy-Aware Computing. 722-727 - Bektur Ryskeldiev, Michael Cohen, Jens Herder, Yoichi Ochiai:
ReactSpace: Spatial-Aware User Interactions for Collocated Social Live Streaming Experiences. 728-732