Walid Gomaa

Orcid: 0000-0002-8518-8908

Affiliations:
  • Egypt Japan University of Science and Technology, Alexandria, Egypt
  • Alexandria University, Faculty of Engineering, Alexandria, Egypt


According to our database1, Walid Gomaa authored at least 109 papers between 2003 and 2024.

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

Timeline

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Bibliography

2024
Arabic Music Classification and Generation using Deep Learning.
CoRR, 2024

Context-Based Meta Reinforcement Learning for Robust and Adaptable Peg-in-Hole Assembly Tasks.
CoRR, 2024

ArzEn-LLM: Code-Switched Egyptian Arabic-English Translation and Speech Recognition Using LLMs.
CoRR, 2024

DroneVis: Versatile Computer Vision Library for Drones.
CoRR, 2024

Arab Twitter Reactions to the Russo-Ukrainian War with Semi-Supervised Learning Techniques.
Proceedings of the 6th Novel Intelligent and Leading Emerging Sciences Conference, 2024

Precision Aquaculture: An Integrated Computer Vision and IoT Approach for Optimized Tilapia Feeding.
Proceedings of the 21st International Conference on Informatics in Control, 2024

Video Summarization Techniques: A Comprehensive Review.
Proceedings of the 21st International Conference on Informatics in Control, 2024

Automated Detection of Defects on Metal Surfaces Using Vision Transformers.
Proceedings of the 21st International Conference on Informatics in Control, 2024

2023
Arab reactions towards Russo-Ukrainian war.
EPJ Data Sci., December, 2023

A perspective on human activity recognition from inertial motion data.
Neural Comput. Appl., October, 2023

Lyrics Analysis of the Arab Singer Abdel ElHalim Hafez.
ACM Trans. Asian Low Resour. Lang. Inf. Process., January, 2023

BlockCampus: A Blockchain-Based DApp for enhancing Student Engagement and Reward Mechanisms in an Academic Community for E-JUST University.
CoRR, 2023

VCOACH: A Virtual Coaching System Based on Visual Streaming.
Proceedings of the International Neural Network Society Workshop on Deep Learning Innovations and Applications, 2023

Thermal Gait Dataset for Deep Learning-Oriented Gait Recognition.
Proceedings of the International Joint Conference on Neural Networks, 2023

Camera Coach: Activity Recognition and Assessment Using Thermal and RGB Videos.
Proceedings of the International Joint Conference on Neural Networks, 2023

Network Analysis of the Egyptian Reddit Community.
Proceedings of the 20th International Conference on Informatics in Control, 2023

Masry: A Text-to-Speech System for the Egyptian Arabic.
Proceedings of the 20th International Conference on Informatics in Control, 2023

Non-Parallel Training Approach for Emotional Voice Conversion Using CycleGAN.
Proceedings of the 20th International Conference on Informatics in Control, 2023

2022
Activities of Daily Living.
Dataset, May, 2022

Investigating strategies towards adversarially robust time series classification.
Pattern Recognit. Lett., 2022

MM-DOS: A Novel Dataset Of Workout Activities.
Proceedings of the International Joint Conference on Neural Networks, 2022

Violence Detection and Recognition from Diverse Video Sources.
Proceedings of the International Joint Conference on Neural Networks, 2022

Automatic Forecasting of Volcanoes Eruption Time.
Proceedings of the 16th International Conference on Ubiquitous Information Management and Communication, 2022

Sorting of Scrambled Video Frames Using Temporal Order Verification.
Proceedings of the 16th International Conference on Ubiquitous Information Management and Communication, 2022

ValS: A Leading Visual and Inertial Dataset of Squats.
Proceedings of the 16th International Conference on Ubiquitous Information Management and Communication, 2022

Analysis of COVID-19 Using Imaging and Audio Modalities.
Proceedings of the 16th International Conference on Ubiquitous Information Management and Communication, 2022

Analysis of the Squat Exercise from Visual Data.
Proceedings of the 19th International Conference on Informatics in Control, 2022

2021
Markov Switching Model for Driver Behavior Prediction: Use cases on Smartphones.
CoRR, 2021

Bearings Fault Detection Using Hidden Markov Models and Principal Component Analysis Enhanced Features.
CoRR, 2021

Automatic Detection of Violence in Video Scenes.
Proceedings of the International Joint Conference on Neural Networks, 2021

Inertial Gait-based Person Authentication Using Siamese Networks.
Proceedings of the International Joint Conference on Neural Networks, 2021

Activity With Gender Recognition Using Accelerometer and Gyroscope.
Proceedings of the 15th International Conference on Ubiquitous Information Management and Communication, 2021

BioDeep: A Deep Learning System for IMU-based Human Biometrics Recognition.
Proceedings of the 18th International Conference on Informatics in Control, 2021

Location Determination of On-body Inertial Sensors.
Proceedings of the 18th International Conference on Informatics in Control, 2021

Automated Model for Tracking COVID-19 Infected Cases till Final Diagnosis.
Proceedings of the 14th International Joint Conference on Biomedical Engineering Systems and Technologies, 2021

Analysis of Arabic Songs: Abdel ElHalim as a Case Study.
Proceedings of the Advanced Machine Learning Technologies and Applications, 2021

2020
Efficient and Robust Skeleton-Based Quality Assessment and Abnormality Detection in Human Action Performance.
IEEE J. Biomed. Health Informatics, 2020

Gate and common pathway detection in crowd scenes and anomaly detection using motion units and LSTM predictive models.
Multim. Tools Appl., 2020

Identifying motion pathways in highly crowded scenes: A non-parametric tracklet clustering approach.
Comput. Vis. Image Underst., 2020

CrossCount: A Deep Learning System for Device-free Human Counting using WiFi.
CoRR, 2020

Adaptive Pooling Is All You Need: An Empirical Study on Hyperparameter-insensitive Human Action Recognition Using Wearable Sensors.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Multi-sensor Gait Analysis for Gender Recognition.
Proceedings of the 17th International Conference on Informatics in Control, 2020

Improved IMU-based Human Activity Recognition using Hierarchical HMM Dissimilarity.
Proceedings of the 17th International Conference on Informatics in Control, 2020

Gait-based Person Identification using Multiple Inertial Sensors.
Proceedings of the 17th International Conference on Informatics in Control, 2020

Detecting Adversarial Attacks In Time-Series Data.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019
Trans-Sense: Real Time Transportation Schedule Estimation Using Smart Phones.
Proceedings of the 16th Annual IEEE International Conference on Sensing, 2019

Competitive Feature Extraction for Activity Recognition based on Wavelet Transforms and Adaptive Pooling.
Proceedings of the International Joint Conference on Neural Networks, 2019

Estimating Vehicle Speed on Highway Roads from Smartphone Sensors Using Deep Learning Models.
Proceedings of the 31st IEEE International Conference on Tools with Artificial Intelligence, 2019

On the Feasibility of On-body Roaming Models in Human Activity Recognition.
Proceedings of the 16th International Conference on Informatics in Control, 2019

Robust Human Activity Recognition based on Deep Metric Learning.
Proceedings of the 16th International Conference on Informatics in Control, 2019

VersaTL: Versatile Transfer Learning for IMU-based Activity Recognition using Convolutional Neural Networks.
Proceedings of the 16th International Conference on Informatics in Control, 2019

Unsupervised GEI-Based Gait Disorders Detection From Different Views.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

World Perception of the Latest Events in Egypt Based on Sentiment Analysis of the Guardian's Related Articles.
Proceedings of the International Conference on Advanced Machine Learning Technologies and Applications, 2019

A Survey on Human Activity Recognition Based on Temporal Signals of Portable Inertial Sensors.
Proceedings of the International Conference on Advanced Machine Learning Technologies and Applications, 2019

Statistical Metric-Theoretic Approach to Activity Recognition Based on Accelerometer Data.
Proceedings of the International Conference on Advanced Intelligent Systems and Informatics 2019, 2019

2018
On the complexity of bounded time and precision reachability for piecewise affine systems.
Theor. Comput. Sci., 2018

Humanoids skill learning based on real-time human motion imitation using Kinect.
Intell. Serv. Robotics, 2018

MARL-FWC: Optimal Coordination of Freeway Traffic Control Measures.
CoRR, 2018

Cyber Physical Systems: Prospects and Challenges.
CoRR, 2018

Novel Approaches to Activity Recognition Based on Vector Autoregression and Wavelet Transforms.
Proceedings of the 17th IEEE International Conference on Machine Learning and Applications, 2018

An LSTM-based Descriptor for Human Activities Recognition using IMU Sensors.
Proceedings of the 15th International Conference on Informatics in Control, 2018

Deep 3D Pose Dictionary: 3D Human Pose Estimation from Single RGB Image Using Deep Convolutional Neural Network.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2018, 2018

Zero-Calibration Device-Free Localization for the IoT Based on Participatory Sensing.
Proceedings of the IEEE Global Communications Conference, 2018

2017
On the extension of computable real functions.
Proceedings of the 32nd Annual ACM/IEEE Symposium on Logic in Computer Science, 2017

ADL Classification Based on Autocorrelation Function of Inertial Signals.
Proceedings of the 16th IEEE International Conference on Machine Learning and Applications, 2017

Exploration of Unknown Map for Safety Purposes using Wheeled Mobile Robots.
Proceedings of the 14th International Conference on Informatics in Control, 2017

A general descriptor for detecting abnormal action performance from skeletal data.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Gate and Common Pathway Detection in Crowd Scenes Using Motion Units and Meta-Tracking.
Proceedings of the 2017 International Conference on Digital Image Computing: Techniques and Applications, 2017

2016
Deep learning is competing random forest in computational docking.
CoRR, 2016

A Framework for Algebraic Characterizations in Recursive Analysis.
CoRR, 2016

Semantic Analysis for Crowded Scenes Based on Non-Parametric Tracklet Clustering.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Exploration of Unknown Map for Gas Searching and Picking Up Objects using Khepera Mobile Robots.
Proceedings of the 13th International Conference on Informatics in Control, Automation and Robotics (ICINCO 2016), 2016

2015
Comparative assessment of machine-learning scoring functions on PDBbind 2013.
Eng. Appl. Artif. Intell., 2015

Machine learning in computational docking.
Artif. Intell. Medicine, 2015

Car Following Markov Regime Classification and Calibration.
Proceedings of the 14th IEEE International Conference on Machine Learning and Applications, 2015

2014
Analytical properties of resource-bounded real functionals.
J. Complex., 2014

Adaptive multi-objective reinforcement learning with hybrid exploration for traffic signal control based on cooperative multi-agent framework.
Eng. Appl. Artif. Intell., 2014

Aggregate Reinforcement Learning for multi-agent territory division: The Hide-and-Seek game.
Eng. Appl. Artif. Intell., 2014

Computability and Complexity over the Product Topology of Real Numbers.
CoRR, 2014

On The Complexity of Bounded Time Reachability for Piecewise Affine Systems.
Proceedings of the Reachability Problems - 8th International Workshop, 2014

NAO humanoid robot motion planning based on its own kinematics.
Proceedings of the 19th International Conference On Methods and Models in Automation and Robotics, 2014

Car following regime taxonomy based on Markov switching.
Proceedings of the 17th International IEEE Conference on Intelligent Transportation Systems, 2014

Multi-Agent Reinforcement Learning Control for Ramp Metering.
Proceedings of the Progress in Systems Engineering, 2014

WiFi Localization for Mobile Robots Based on Random Forests and GPLVM.
Proceedings of the 13th International Conference on Machine Learning and Applications, 2014

Complex Motion Planning for NAO Humanoid Robot.
Proceedings of the ICINCO 2014 - Proceedings of the 11th International Conference on Informatics in Control, Automation and Robotics, Volume 2, Vienna, Austria, 1, 2014

Ideal Quantification of Chaos at Finite Resolution.
Proceedings of the Computational Science and Its Applications - ICCSA 2014 - 14th International Conference, Guimarães, Portugal, June 30, 2014

Freeway ramp-metering control based on Reinforcement learning.
Proceedings of the 11th IEEE International Conference on Control & Automation, 2014

2013
An Approach to Human-Level Commonsense Reasoning.
Proceedings of the Paraconsistency: Logic and Applications, 2013

Tokyo Virtual Living Lab: Designing Smart Cities Based on the 3D Internet.
IEEE Internet Comput., 2013

Rational vs. Real Computation.
Int. J. Softw. Informatics, 2013

An Efficient Computational Framework for Studying Dynamical Systems.
Proceedings of the 15th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2013

On the Query Complexity of Real Functionals.
Proceedings of the 28th Annual ACM/IEEE Symposium on Logic in Computer Science, 2013

2012
A survey of recursive analysis and Moore's notion of real computation.
Nat. Comput., 2012

Multi-objective traffic light control system based on Bayesian probability interpretation.
Proceedings of the 15th International IEEE Conference on Intelligent Transportation Systems, 2012

Enhanced Multiagent Multi-objective Reinforcement Learning for Urban Traffic Light Control.
Proceedings of the 11th International Conference on Machine Learning and Applications, 2012

Multi-agent Task Division Learning in Hide-and-Seek Games.
Proceedings of the Artificial Intelligence: Methodology, Systems, and Applications, 2012

2011
Algebraic Characterizations of Computable Analysis Real Functions.
Int. J. Unconv. Comput., 2011

Algebraic Characterizations of Complexity-Theoretic Classes of Real Functions.
Int. J. Unconv. Comput., 2011

Efficient Parallel Implementations of Controlled Optimization of Traffic Phases.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2011

Modeling gene regulatory networks: A survey.
Proceedings of the 9th IEEE/ACS International Conference on Computer Systems and Applications, 2011

Approaches to prediction of protein structure.
Proceedings of the 9th IEEE/ACS International Conference on Computer Systems and Applications, 2011

2010
Descriptive Complexity of Finite Abelian Groups.
Int. J. Algebra Comput., 2010

2009
Model-Theoretic Characterization of Complexity Classes.
Electron. Colloquium Comput. Complex., 2009

Characterizing Polynomial Time Computability of Rational and Real Functions
Proceedings of the Proceedings Fifth Workshop on Developments in Computational Models--Computational Models From Nature, 2009

Polynomial Time Computation in the Context of Recursive Analysis.
Proceedings of the Foundational and Practical Aspects of Resource Analysis, 2009

2008
Expressibility in Sigma-11.
J. Univers. Comput. Sci., 2008

Active logic semantics for a single agent in a static world.
Artif. Intell., 2008

The Complexity of Identifying Finite Abelian Groups.
Proceedings of the International Conference on Theoretical and Mathematical Foundations of Computer Science, 2008

2003
Learning Joint Coordinated Plans in Multi-agent Systems.
Proceedings of the Developments in Applied Artificial Intelligence, 2003


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