Genci Capi

Orcid: 0000-0003-2079-9959

According to our database1, Genci Capi authored at least 77 papers between 2000 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Genetic Algorithm-Based Data Optimization for Efficient Transfer Learning in Convolutional Neural Networks: A Brain-Machine Interface Implementation.
Robotics, 2024

2023
Recycling of Circuit Boards by Robot Manipulator Using Stereo Vision and Deep Learning.
WiPiEC Journal, 2023

Development of an Intelligent Compact Crawler Robot for House Foundation Inspection.
WiPiEC Journal, 2023

Image Reconstruction from Visual Perception and Visual Imagery for BMI Systems.
Proceedings of the IEEE International Symposium on Robotic and Sensors Environments, 2023

Wheelchair Control by Users' Eye Movements Using Signals Acquired in OpenBCI.
Proceedings of the IEEE International Symposium on Robotic and Sensors Environments, 2023

Vision-Based Yakiniku Recognition System for Autonomous Cooking Robot.
Proceedings of the IEEE International Symposium on Robotic and Sensors Environments, 2023

Image-based Outdoor Navigation in Static Environments via Conditional Neural Movement Primitive.
Proceedings of the IEEE International Symposium on Robotic and Sensors Environments, 2023

A soft and vibration-free positioning controller for series elastic tendon-driven robots by using gyro sensor and electromagnetic brakes.
Proceedings of the IEEE International Symposium on Robotic and Sensors Environments, 2023

A global stability analysis of legged balance controllers under ZMP constraints.
Proceedings of the IEEE International Symposium on Robotic and Sensors Environments, 2023

Learning Time and Recognition Rate Improvement of CNNs Through Transfer Learning for BMI Systems.
Proceedings of the Biomimetic and Biohybrid Systems - 12th International Conference, 2023

Application of deep learning to develop intelligent drones flying in outdoor environments.
Proceedings of the 2023 8th International Conference on Intelligent Information Technology, 2023

Combination of Reinforcement and Deep Learning for EEG Channel Optimization on Brain-Machine Interface Systems.
Proceedings of the International Conference on Artificial Intelligence in Information and Communication, 2023

EEG Channel Optimization for Wireless BMI-based Robot Interaction for Internet of Robotic Things.
Proceedings of the 6th Conference on Cloud and Internet of Things, 2023

2022
Application of Neural Networks for robot 3D Mapping and Annotation using depth Image Camera.
Int. J. Robotics Autom., 2022

Vision based sidewalk recognition for walking assistive robot in outdoor environments.
Proceedings of the IEEE International Symposium on Robotic and Sensors Environments, 2022

2021
Application of Deep Learning for Drone Obstacle Avoidance and Goal Directed Navigation.
Proceedings of the 18th International Conference on Ubiquitous Robots, 2021

Recycling of printed circuit boards by robot manipulator: A Deep Learning Approach.
Proceedings of the 14th IEEE International Symposium on Robotic and Sensors Environments, 2021

Object Movement Motor Imagery for EEG based BCI System using Convolutional Neural Networks.
Proceedings of the 9th International Winter Conference on Brain-Computer Interface, 2021

2020
Outdoor Robot Navigation System using Game-Based DQN and Augmented Reality.
Proceedings of the 17th International Conference on Ubiquitous Robots, 2020

2019
Multifeature Image Indexing for Robot Localization in Textureless Environments.
Robotics, 2019

A Faster R-CNN Approach for Partially Occluded Robot Object Recognition.
Proceedings of the 3rd IEEE International Conference on Robotic Computing, 2019

2018
Classification of Human Daily Activities Using Ensemble Methods Based on Smartphone Inertial Sensors.
Sensors, 2018

Utilizing the Nonlinearity of Tendon Elasticity for Compensation of Unknown Gravity of Payload.
J. Robotics Mechatronics, 2018

Multiobjective evolution of deep learning parameters for robot manipulator object recognition and grasping.
Adv. Robotics, 2018

Outdoor Landmark Detection for Real-World Localization using Faster R-CNN.
Proceedings of the 6th International Conference on Control, Mechatronics and Automation, 2018

2017
Pick-place of dynamic objects by robot manipulator based on deep learning and easy user interface teaching systems.
Ind. Robot, 2017

Robot painting recognition based on deep belief learning.
Proceedings of the 8th International Conference on Information, 2017

Multiobjective evolution for deep learning and its robotic applications.
Proceedings of the 8th International Conference on Information, 2017

2016
Control of Low-Cost Customizable Robot Arm Actuated by Elastic Tendons.
J. Robotics Mechatronics, 2016

2015
Image-Based Navigation for the <i>SnowEater</i> Robot Using a Low-Resolution USB Camera.
Robotics, 2015

Using a Low-Cost Onboard Camera for Sliding Mode Control of a Mobile Robot in Slippery Environments.
J. Robotics Mechatronics, 2015

2014
Adaptive arm motion generation of humanoid robot operating in dynamic environments.
Ind. Robot, 2014

Guide robot intelligent navigation in urban environments.
Adv. Robotics, 2014

2013
An Artificial Neural Network Based Robot Controller that Uses Rat's Brain Signals.
Robotics, 2013

Special Issue on Intelligent Robots.
Robotics, 2013

2012
Millisecond High Resolution Gas Concentration Sensor for Detecting Human Breath in Disaster Scenes and Difference Between Male and Female Waveform.
Int. J. Soc. Robotics, 2012

Development of a New Robotic System for Assisting Visually Impaired People.
Int. J. Soc. Robotics, 2012

Development of a High-Resolution Human-Specific Breath Gas Sensor for Survivor Detection in Disaster Zones.
Adv. Robotics, 2012

Evolution of neural controllers for robot formation.
Proceedings of the 6th International Conference on Soft Computing and Intelligent Systems (SCIS), 2012

Development of a new robotic system for assisting and guiding visually impaired people.
Proceedings of the 2012 IEEE International Conference on Robotics and Biomimetics, 2012

2011
A new robotic system to assist visually impaired people.
Proceedings of the 20th IEEE International Symposium on Robot and Human Interactive Communication, 2011

Real Time Robot Policy Adaptation Based on Intelligent Algorithms.
Proceedings of the Artificial Intelligence Applications and Innovations, 2011

2010
Online Robot Strategy Adaptation by Learning and Evolution.
J. Intell. Syst., 2010

Application of Evolutionary Algorithms for Humanoid Robot Motion Planning.
J. Inf. Technol. Res., 2010

A vision-based approach for intelligent robot navigation.
Int. J. Intell. Syst. Technol. Appl., 2010

Humanoid Robot Motion Planning - a Multiple Constrains Approach.
Control. Intell. Syst., 2010

Development of a high resolution human breath gas sensor considering application for rescue robotics in disaster zones.
Proceedings of the 2010 IEEE International Workshop on Robotic and Sensors Environments, 2010

A vision based robot navigation and human tracking for social robotics.
Proceedings of the 2010 IEEE International Workshop on Robotic and Sensors Environments, 2010

2009
Controlling the robot using the brain signals.
Proceedings of the 18th IEEE International Symposium on Robot and Human Interactive Communication, 2009

2008
Effect of Genetic Encoding on Evolution of Efficient Neural Controllers.
J. Adv. Comput. Intell. Intell. Informatics, 2008

Evolution of low-complexity neural controllers based on multiobjective evolution.
Artif. Life Robotics, 2008

Evolution of efficient neural controllers for robot multiple task performance - a multiobjective approach.
Proceedings of the 2008 IEEE International Conference on Robotics and Automation, 2008

2007
Multiobjective Evolution of Neural Controllers and Task Complexity.
IEEE Trans. Robotics, 2007

2006
Human-robot communication based on a mind model.
Artif. Life Robotics, 2006

Application of evolutionary computation for efficient reinforcement learning.
Appl. Artif. Intell., 2006

A New Method for Simultaneous Evolution of Robot Behaviors based on Multiobjective Evolution.
Proceedings of the 2006 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2006

Reinforcement Learning Performance Evaluation: An Evolutionary Approach.
Proceedings of the Intelligent Autonomous Systems 9, 2006

An Approach to Distributed Intelligent Robot Networking Based on Mental Image Directed Semantic Theory.
Proceedings of the 20th International Conference on Advanced Information Networking and Applications (AINA 2006), 2006

Towards Artificial Communication Partners with "Kansei".
Proceedings of the 20th International Conference on Advanced Information Networking and Applications (AINA 2006), 2006

2005
Evolution of recurrent neural controllers using an extended parallel genetic algorithm.
Robotics Auton. Syst., 2005

Evolution of Neural Architecture Fitting Environmental Dynamics.
Adapt. Behav., 2005

Integrated Multimedia Understanding for Sensor and Actor Networks Based on Mental Image Directed Semantic Theory.
Proceedings of the 11th International Conference on Parallel and Distributed Systems, 2005

A CAC and Routing Framework for Multimedia Applications in Broadband Networks Using Fuzzy Logic and Genetic Algorithm.
Proceedings of the 11th International Conference on Parallel and Distributed Systems, 2005

Evolution of Learning Parameters in a Team of Mobile Agents.
Proceedings of the 11th International Conference on Parallel and Distributed Systems, 2005

Cross-Media Translation between Human Motions and Texts Based on Mental Image Directed Semantic Theory.
Proceedings of the 25th International Conference on Distributed Computing Systems Workshops (ICDCS 2005 Workshops), 2005

Integrated Multimedia Understanding for Ubiquitous Intelligence Based on Mental Image Directed Semantic Theory.
Proceedings of the Embedded and Ubiquitous Computing - EUC 2005 Workshops, 2005

An Approach to Human-Robot Networking Based on a Multi-Agent Mind Model.
Proceedings of the 16th International Workshop on Database and Expert Systems Applications (DEXA 2005), 2005

Linguistic Interpretation of Human Motion Based on Mental Image Directed Semantic Theory.
Proceedings of the 19th International Conference on Advanced Information Networking and Applications (AINA 2005), 2005

2004
An efficient multi-purpose optimization method for qos routing using genetic algorithm.
J. Interconnect. Networks, 2004

Control of legged robots during the multi support phase based on the locally defined ZMP.
Proceedings of the 2004 IEEE/RSJ International Conference on Intelligent Robots and Systems, Sendai, Japan, September 28, 2004

Optimal Control of Humanoid Robot in Long Distance.
Proceedings of the 18th International Conference on Advanced Information Networking and Applications (AINA 2004), 2004

2003
Real time gait generation for autonomous humanoid robots: A case study for walking.
Robotics Auton. Syst., 2003

Evolution of meta-parameters in reinforcement learning algorithm.
Proceedings of the 2003 IEEE/RSJ International Conference on Intelligent Robots and Systems, Las Vegas, Nevada, USA, October 27, 2003

Evolving recurrent neural controllers for sequential tasks: a parallel implementation.
Proceedings of the IEEE Congress on Evolutionary Computation, 2003

2002
Optimal trajectory generation for a prismatic joint biped robot using genetic algorithms.
Robotics Auton. Syst., 2002

2001
Application of Genetic Algorithms for biped robot gait synthesis optimization during walking and going up-stairs.
Adv. Robotics, 2001

2000
Control of walking robots based on manipulation of the zero moment point.
Robotica, 2000


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