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SSCI 2020: Canberra, Australia
- 2020 IEEE Symposium Series on Computational Intelligence, SSCI 2020, Canberra, Australia, December 1-4, 2020. IEEE 2020, ISBN 978-1-7281-2547-3
- Nikolaos Passalis, Anastasios Tefas
:
Global Adaptive Input Normalization for Short-Term Electric Load Forecasting. 1-8 - Robert Miller
, Phil Maguire:
A rapidly updating stratified mix-adjusted median property price index model. 9-15 - Charl Maree, Jan Erik Modal, Christian W. Omlin:
Towards Responsible AI for Financial Transactions. 16-21 - Kazuaki Washimi:
Revisiting Determinants of Investor Sentiment in the FX Option Market by Machine Learning Approaches. 22-27 - Behrouz Banitalebi
, Md. Erfanul Hoque, Srimantoorao Semischetty Appadoo, Aerambamoorthy Thavaneswaran:
Regularized Probabilistic Forecasting of Electricity Wholesale Price and Demand. 28-35 - Miriam Edith Pérez-Romero, Victor Gerardo Alfaro-Garcia, José M. Merigó
, Martha Flores-Sosa:
Covariance in Ordered Weighted Logarithm Aggregation Operators. 36-41 - Wen Xu, Jing He, Yanfeng Shu:
DeepHealth: Deep Representation Learning with Autoencoders for Healthcare Prediction. 42-49 - Sea Jung Im, Yue Xu, Jason Watson, Ann Bonner, Helen Healy, Wendy Hoy:
Hospital Readmission Prediction using Discriminative patterns. 50-57 - Jiaxiang Mao, Dat Tran
, Wanli Ma, Nenad Naumovski, Jane Kellett
, Elisa Martínez Marroquín
, Andrew Slattery:
Application of Deep Learning in Automated Meal Recognition. 58-63 - Yue Qu, Dat Tran
, Elisa Martínez Marroquín
:
Biogeographical Ancestry Inference from Genotype: A Comparison of Ancestral Informative SNPs and Genome-wide SNPs. 64-70 - Darshika N. Koggalahewa, Yue Xu, Ernest Foo:
Two-stage Unsupervised Approach for Combating Social Spammers. 71-78 - Dang Nguyen, Dat Tran
, Dharmendra Sharma
:
A Study on the Impact of Alcoholism on EEG-based Cryptographic Key Generation Systems. 79-85 - Claudia Szabo:
Perspectives of Final Year Students on Modeling and Analysis of Complex Systems and Their Properties. 86-93 - Kevin Godin-Dubois
, Sylvain Cussat-Blanc, Yves Duthen:
Beneficial Catastrophes: Leveraging Abiotic Constraints through Environment-Driven Evolutionary Selection. 94-101 - Jan T. Kim, Daniel Polani:
Quantifying Sustainability in a System of Coupled Tipping Elements. 102-108 - Siyuan Guo, Soo Ling Lim, Peter J. Bentley:
Teams Frightened of Failure Fail More: Modelling Reward Sensitivity in Teamwork. 109-116 - Felipe S. P. Andrade, Claus Aranha, Ricardo da Silva Torres:
On the Use of Predation to Shape Evolutionary Computation. 117-124 - Ben Jackson, Alastair Channon:
A Simple 3D-Only Evolutionary Bipedal System with Albatross Morphology for Increased Performance. 125-132 - Giovanni Misitano
:
Interactively Learning the Preferences of a Decision Maker in Multi-objective Optimization Utilizing Belief-rules. 133-140 - Jesús Guillermo Falcón-Cardona
, Hisao Ishibuchi, Carlos A. Coello Coello:
Exploiting the Trade-off between Convergence and Diversity Indicators. 141-148 - Edgar Galván, Fergal Stapleton:
Semantic-based Distance Approaches in Multi-objective Genetic Programming. 149-156 - Ke Shang, Hisao Ishibuchi, Yang Nan, Weiyu Chen:
Transformation-based Hypervolume Indicator: A Framework for Designing Hypervolume Variants. 157-164 - Yali Wang, André H. Deutz, Thomas Bäck
, Michael Emmerich
:
Edge-Rotated Cone Orders in Multi-objective Evolutionary Algorithms for Improved Convergence and Preference Articulation. 165-172 - Henrik Smedberg, Sunith Bandaru:
Finding Influential Variables in Multi-Objective optimization Problems. 173-180 - Dominik Weikert
, Christoph Steup, Sanaz Mostaghim
:
Multi-Objective Task Allocation for Wireless Sensor Networks. 181-188 - Diego Rincon-Yanez
, Enza De Lauro, Mariarosaria Falanga, Sabrina Senatore, Simona Petrosino
:
Towards a semantic model for IoT-based seismic event detection and classification. 189-196 - Guohun Zhu, Fangyan Dong, Nini Pang:
Classification of Indoor Environments Based on Mixed Graph Similarity using UWB Signals. 197-201 - Chandrasegar Thirumalai, Mahammad Shareef Mekala, Viswanathan Perumal, Rizwan Patan, Amir H. Gandomi
:
Machine Learning Inspired Phishing Detection (PD) for Efficient Classification and Secure Storage Distribution (SSD) for Cloud-IoT Application. 202-210 - Amirhessam Tahmassebi, Jennifer Martin, Anke Meyer-Baese, Amir H. Gandomi
:
An Interpretable Deep Learning Framework for Health Monitoring Systems: A Case Study of Eye State Detection using EEG Signals. 211-218 - Sankar Sennan, Somula Ramasubbareddy, Fang Chen, Amir H. Gandomi
:
Energy-Efficient Cluster-based Routing Protocol in Internet of Things Using Swarm Intelligence. 219-224 - Geoffrey Cideron, Mathieu Seurin, Florian Strub, Olivier Pietquin:
HIGhER: Improving instruction following with Hindsight Generation for Experience Replay. 225-232 - Avimanyu Sahoo, Vignesh Narayanan, Qiming Zhao:
Finite-time Adaptive Optimal Output Feedback Control of Linear Systems with Intermittent Feedback. 233-240 - Aaron J. Snoswell
, Surya P. N. Singh, Nan Ye:
Revisiting Maximum Entropy Inverse Reinforcement Learning: New Perspectives and Algorithms. 241-249 - Melike Ermis, Insoon Yang:
A3DQN: Adaptive Anderson Acceleration for Deep Q-Networks. 250-257 - Nathan Grinsztajn, Olivier Beaumont
, Emmanuel Jeannot, Philippe Preux:
Geometric deep reinforcement learning for dynamic DAG scheduling. 258-265 - Gordon Frost, Marta Vallejo
:
The True Online Continuous Learning Automation (TOCLA) in a continuous control benchmarking of actor-critic algorithms. 266-275 - Xiang-Zhi Meng, Hang Zhou, Xiao-Bing Hu:
Many-to-Many Path Planning for Emergency Material Transportation in Dynamic Environment. 276-280 - Hang Zhou, Xiao-Bing Hu:
A Ripple Spreading Algorithm for Free-Flight Route Optimization in Dynamical Airspace. 281-288 - Maryam Hasani-Shoreh, Renato Hermoza Aragonés, Frank Neumann:
Using Neural Networks and Diversifying Differential Evolution for Dynamic Optimisation. 289-296 - Daniel Herring
, Michael Kirley, Xin Yao:
Responsive Multi-population Models for the Dynamic Travelling Thief Problem. 297-304 - Xiaofen Lu, Ke Tang, Stefan Menzel, Xin Yao:
A Competitive Co-evolutionary optimization Method for the Dynamic Vehicle Routing Problem. 305-312 - Iaê Santos Bonilha, Michalis Mavrovouniotis, Felipe Martins Müller, Georgios Ellinas, Marios M. Polycarpou:
Ant Colony optimization with Heuristic Repair for the Dynamic Vehicle Routing Problem. 313-320 - Vladimir Stanovov
, Shakhnaz Akhmedova, Eugene Semenkin:
Visualizing Parameter Adaptation in Differential Evolution with Expected Fitness Improvement. 321-328 - Bradley Wood
, Viraj Patel, Shahryar Rahnamayan:
A Smart Scheme for Variable Selection in Partial Opposition-based Differential Evolution. 329-336 - Seyed Jalaleddin Mousavirad
, Shahryar Rahnamayan:
Enhancing SHADE and L-SHADE Algorithms Using Ordered Mutation. 337-344 - Alexey Vakhnin, Evgenii Sopov:
Large-scale clustering using decomposition-based evolutionary algorithms. 345-352 - Noha M. Hamza
, Ruhul A. Sarker, Daryl Essam:
Evolutionary Search from the Interior of Feasible Space. 353-359 - Vasileios A. Tatsis, Konstantinos E. Parsopoulos:
Reinforced Online Parameter Adaptation Method for Population-based Metaheuristics. 360-367 - Xiaoke Guan, Sen Kuang, Daoyi Dong:
PSO-assisted Lyapunov control design for quantum systems. 364-370 - Can Erten, Neel Chotai, Dimitar Kazakov:
Pair Trading with an Ontology of SEC Financial Reports. 368-375 - Manmohit Singh, Ruppa K. Thulasiram, Aerambamoorthy Thavaneswaran:
Data-Driven Neuro ARCH (DDNA) volatility model for Option Pricing on Cloud Resources. 376-383 - Yichen Zhu, Yang Chen, Adam Ghandar:
Evolving Neural Networks for Prediction with Negative Correlation Search: Application in Consumer Demand Forecasting. 384-391 - Dave Cliff
, Michael Rollins:
Methods Matter: A Trading Agent with No Intelligence Routinely Outperforms AI-Based Traders. 392-399 - Takanobu Mizuta:
An agent-based model for designing a financial market that works well. 400-406 - Takanobu Mizuta:
Can an AI perform market manipulation at its own discretion? - A genetic algorithm learns in an artificial market simulation -. 407-412 - Alessandro Zonta, Selmar K. Smit, A. E. Eiben:
Towards a human-like movements generator based on environmental features. 413-420 - Yotaro Fuse
, Masataka Tokumaru:
Investigation of a Human's Opinion Affected by Social Influence of a Group Norm in a Human-Robot Group After a Human-Robot Scenario. 421-426 - Ioanna Giorgi, Angelo Cangelosi, Giovanni Luca Masala:
A bilingual cognitive robot that learns like a toddler. 427-434 - Dawid Polap
, Marcin Wozniak
:
Collaborative learning with taboos for machine learning methods in big data problems. 435-441 - Seng-Beng Ho, Mark Edmonds, Song-Chun Zhu:
Actional-Perceptual Causality: Concepts and Inductive Learning for AI and Robotics. 442-448 - Seng-Beng Ho, Xiwen Yang, Therese Quieta:
Achieving Human Expert Level Time Performance for Atari Games - A Causal Learning Approach. 449-456 - Fevzi Tugrul Varna
, Phil Husbands
:
BIS: A New Swarm-Based Optimisation Algorithm. 457-464 - Soheila Ghambari, Julien Lepagnot, Laetitia Jourdan, Lhassane Idoumghar:
UAV path planning in the presence of static and dynamic obstacles. 465-472 - Fevzi Tugrul Varna
, Phil Husbands
:
HIDMS-PSO: A New Heterogeneous Improved Dynamic Multi-Swarm PSO Algorithm. 473-480 - Aldo Aguilar, Miguel Zea, Luis Alberto Rivera:
PSO Trajectory Planner Using Kinematic Controllers that Ensure Smooth Differential Robot Velocities. 481-488 - Gabriel Duflo, Grégoire Danoy, El-Ghazali Talbi, Pascal Bouvry
:
Automating the Design of Efficient Distributed Behaviours for a Swarm of UAVs. 489-496 - Palina Bartashevich
, Doreen Koerte, Sanaz Mostaghim
:
Impact of Communication Topology on PSO-based Swarms in Vector Fields. 497-504 - Lamprini Pappa
, Petros S. Karvelis, George K. Georgoulas, Chrysostomos D. Stylios:
Multichannel Symbolic Aggregate Approximation Intelligent Icons: Application for Activity Recognition. 505-512 - Sujit Subhash, Tayo Obafemi-Ajayi
, Dennis Goodman, Donald C. Wunsch II, Gayla R. Olbricht:
Predictive Modeling of Sports-Related Concussions using Clinical Assessment Metrics. 513-520 - Amir Pourabdollah, Ahmad Lotfi:
Towards a Data-Driven Fuzzy-Geospatial Pandemic Modelling. 521-526 - U. Khyoi Nu, Tahar Touati, Srushti Buddhadev, Ruopeng Sun, Matthew Smuck, Isabel Hyo Jung Song:
Who is physically active? Classification and Analysis of Physical Activity using NHANES data. 527-533 - Salisu Wada Yahaya, Ahmad Lotfi, Mufti Mahmud
:
Towards the Development of an Adaptive System for Detecting Anomaly in Human Activities. 534-541 - Md. Shafiqul Islam
, Marwa K. Qaraqe, Samir B. Belhaouari
:
Early Prediction of Hemoglobin Alc: A novel Framework for better Diabetes Management. 542-547 - Abbas Salami
, Javier Andreu-Perez, Helge Gillmeister:
Towards Decoding of Depersonalisation Disorder Using EEG: A Time Series Analysis Using CDTW. 548-553 - Aishwarya Asesh:
Lifelike Neuromorphic Learning Networks (LNLN). 554-561 - Shih-Kang Chen, Chin-Sheng Chen
, Yu-Kai Wang
, Chin-Teng Lin
:
An SSVEP Stimuli Design using Real-time Camera View with Object Recognition. 562-567 - Tien-Thong Nguyen Do
, Avinash Kumar Singh
, Carlos Alfredo Tirado Cortes
, Chin-Teng Lin
:
Estimating the cognitive load in physical spatial navigation. 568-575 - Sergio A. Cortez, Christian Flores Vega, Javier Andreu-Perez:
Improving Speller BCI performance using a cluster-based under-sampling method. 576-581 - Avinash Kumar Singh
, Xian Tao:
BCINet: An Optimized Convolutional Neural Network for EEG-Based Brain-Computer Interface Applications. 582-587 - Pei-Yi Hao:
Asymmetric Dual Possibilistic Regression Model by using Pairing nu Support Vector Networks. 588-594 - Landi Zhoul, Ming Chenl, Qingjian Ni:
A hybrid Prophet-LSTM Model for Prediction of Air Quality Index. 595-601 - Yan Gao, Huilai Liang, Bao-Di Liu, Yanjiang Wang:
Action Detection Based on 3D Convolution Neural Network with Channel Attention Mechanism. 602-606 - Chunyu Du, Qiang Xing, Jinyan Zhang, Jun Wang, Bao-Di Liu, Yanjiang Wang:
Inpainting Electrical Logging Images Based on Deep CNN with Attention Mechanisms. 607-610 - Vsevolod Nikulin, Jun Tani:
Efficient decomposition of latent representation in generative models. 611-615 - Inti Mateus Resende Albuquerque, Bach Hoai Nguyen
, Bing Xue, Mengjie Zhang:
A Novel Genetic Algorithm Approach to Simultaneous Feature Selection and Instance Selection. 616-623 - Kai Wu, Jing Liu:
Multi-objective Evolutionary Top Rank Optimization with Pareto Ensemble. 624-630 - Gabriela Suchopárová
, Roman Neruda
:
Genens: An AutoML System for Ensemble Optimization Based on Developmental Genetic Programming. 631-638 - Heng Liu, Gregory Ditzler:
Adversarial Audio Attacks that Evade Temporal Dependency. 639-646 - Ajit Narayanan, Koz Ross, Kenneth Johnson
:
Zero-error rule induction using a memetic algorithm. 647-654 - Stuti Shekhar, Kaustubh Kartikey, Arti Arya
:
Integrating Decision Trees with Metaheuristic Search Optimization Algorithm for a Student's Performance Prediction. 655-661 - Kuruge Darshana Abeyrathna, Ole-Christoffer Granmo, Morten Goodwin:
On Obtaining Classification Confidence, Ranked Predictions and AUC with Tsetlin Machines. 662-669 - Saikat Das, Namita Agarwal, Deepak Venugopal, Frederick T. Sheldon, Sajjan G. Shiva:
Taxonomy and Survey of Interpretable Machine Learning Method. 670-677 - Aneta Neumann
, Frank Neumann:
Human Interactive EEG-Based Evolutionary Image Animation. 678-685 - Egor klementev, Arina Fedorovskaya, Farhad Hakimov, Hamna Aslam, Joseph Alexander Brown:
Monte Carlo Tree Search player for Mai- Star and Balance Evaluation. 686-691 - Mansoureh Maadi
, Uwe Aickelin
, Hadi Akbarzadeh Khorshidi
:
An interval-based aggregation approach based on Bagging and Interval Agreement Approach in ensemble learning. 692-699 - Goran Andonovski, Oscar Sipele
, José Antonio Iglesias, Araceli Sanchis, Edwin Lughofer, Igor Skrjanc:
Detection of driver maneuvers using evolving fuzzy cloud-based system. 700-706 - Chau Xuan Truong Du, Le Hoang Duong, Thanh Trung Huynh, Minh Tam Pham
, Nguyen Quoc Viet Hung
, Jun Jo:
Efficient-Frequency: a hybrid visual forensic framework for facial forgery detection. 707-712 - Kevin Trebing, Siamak Mehrkanoon
:
Wind speed prediction using multidimensional convolutional neural networks. 713-720 - Alex Sheng, Jun Yi Derek He:
Distributed Evolution Strategies Using TPUs for Meta-Learning. 721-728 - Davide Rigoni
, Nicolò Navarin
, Alessandro Sperduti:
Conditional Constrained Graph Variational Autoencoders for Molecule Design. 729-736 - Wenshuai Zhao, Jorge Peña Queralta
, Tomi Westerlund
:
Sim-to-Real Transfer in Deep Reinforcement Learning for Robotics: a Survey. 737-744 - Pedro João Rodrigues
, Susana M. Vieira
:
Optimizing Agent Training with Deep Q-Learning on a Self-Driving Reinforcement Learning Environment. 745-752 - Kaveena Persand, Andrew Anderson, David Gregg:
Composition of Saliency Metrics for Pruning with a Myopic Oracle. 753-759 - Dineshan Subramoney, Clement N. Nyirenda
:
A Comparative Evaluation of Population-based Optimization Algorithms for Workflow Scheduling in Cloud-Fog Environments. 760-767 - Eneko Osaba, Esther Villar-Rodriguez, Javier Del Ser:
A Coevolutionary Variable Neighborhood Search Algorithm for Discrete Multitasking (CoVNS): Application to Community Detection over Graphs. 768-774 - Tome Eftimov, Gorjan Popovski, Quentin Renau, Peter Korosec, Carola Doerr
:
Linear Matrix Factorization Embeddings for Single-objective Optimization Landscapes. 775-782 - Ivars Dzalbs, Tatiana Kalganova:
Simple generate-evaluate strategy for tight-budget parameter tuning problems. 783-790 - Soheila Sadeghiram, Hui Ma, Gang Chen:
A User-Preference Driven Lexicographic Approach for Multi-Objective Distributed Web Service Composition. 791-797 - Qing Cai, Sameer Alam, Haojie Ang, Vu N. Duong:
A Braess's Paradox Inspired Method for Enhancing the Robustness of Air Traffic Networks. 798-805 - Caio Eduardo Ribeiro, Alex Alves Freitas
:
A New Random Forest Method for Longitudinal Data Classification Using a Lexicographic Bi-Objective Approach. 806-813 - Wenwen Liu
, Shiu Yin Yuen
, Chi Wan Sung:
Composing Algorithm Portfolio with Problem Set of Unknown Distribution. 814-821 - Arturo Silva-Gálvez, Jorge Orozco-Sanchez, Erick Lara-Cárdenas, José Carlos Ortiz-Bayliss, Iván Amaya, Jorge M. Cruz-Duarte, Hugo Terashima-Marín
:
Discovering Action Regions for Solving the Bin Packing Problem through Hyper-heuristics. 822-828 - Saikat Das, Mohammad Ashrafuzzaman, Frederick T. Sheldon, Sajjan G. Shiva:
Network Intrusion Detection using Natural Language Processing and Ensemble Machine Learning. 829-835 - Simone A. Ludwig:
Multi-label Classification for Epileptic Seizure Recognition: Deep Neural Network Ensemble versus Choquet Fuzzy Integral Fusion. 836-841 - Catherine Cheung, Davis To, Julio J. Valdés:
Failure modeling in a gas turbine system: Combining classification with anomaly detection models for two data selection strategies. 842-849 - André Kempf, Markus Herrmann-Wicklmayr, Steffen Müller:
Robust Model Predictive Longitudinal Position Tracking Control for an Autonomous Vehicle Based on Multiple Models. 850-857 - Hongkai Wang, Yiyang Yao, Qitong Hou, Xiaoyi Wang, Lei Zeng, Weiwei Qiu, Dong He, Qiang Wang:
Design of Work Ticket System and Scheduling Algorithm based on Blockchain. 858-863 - Syamala Krishnannair
:
Industrial Process Fault Detection Using Singular Spectrum Analysis and Kernel Principal Component Analysis. 871-875 - Peng Zhang, Qing Gao, Jinhu Lv, Daoyi Dong:
Design of a Linear Quantum Projection Filter. 876-881 - Mubeenah Titilola Sanni, Hemanshu Roy Pota
, Huadong Mo
, Daoyi Dong:
Voltage-Violation Mitigation in Power System Networks With Photo-Voltaic Penetration. 882-888