Gul Muhammad Khan

Orcid: 0000-0002-5646-9372

According to our database1, Gul Muhammad Khan authored at least 85 papers between 2007 and 2024.

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

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2024
Extrinsically evolved system for breast cancer detection.
Evol. Intell., April, 2024

ConvEQ: Convolutional neural network for earthquake phase classification using short time frequency transform.
Comput. Geosci., 2024

2023
Optimized real-time parking management framework using deep learning.
Expert Syst. Appl., June, 2023

Real-world malicious event recognition in CCTV recording using Quasi-3D network.
J. Ambient Intell. Humaniz. Comput., 2023

Real World Anomalous Scene Detection and Classification using Multilayer Deep Neural Networks.
Int. J. Interact. Multim. Artif. Intell., 2023

Load-Shedding Management in a Smart Grid Architecture Through Smart Metering.
Proceedings of the Engineering Applications of Neural Networks, 2023

2022
Deep Vigilante: A deep learning network for real-world crime detection.
J. Intell. Fuzzy Syst., 2022

2021
Real-Time Lossy Audio Signal Reconstruction Using Novel Sliding Based Multi-instance Linear Regression/Random Forest and Enhanced CGPANN.
Neural Process. Lett., 2021

Multi-chromosomal CGP-evolved RNN for signal reconstruction.
Neural Comput. Appl., 2021

Multi-view gait recognition system using spatio-temporal features and deep learning.
Expert Syst. Appl., 2021

High Energy Physics Calorimeter Detector Simulation Using Generative Adversarial Networks With Domain Related Constraints.
IEEE Access, 2021

2020
Cloud Infrastructure Estimation and Auto-Scaling Using Recurrent Cartesian Genetic Programming-Based ANN.
IEEE Access, 2020

AI Based Real-Time Signal Reconstruction for Wind Farm with SCADA Sensor Failure.
Proceedings of the Artificial Intelligence Applications and Innovations, 2020

Forecasting Hazard Level of Air Pollutants Using LSTM's.
Proceedings of the Artificial Intelligence Applications and Innovations, 2020

2019
Particle Detector Simulation using Generative Adversarial Networks with Domain Related Constraints.
Proceedings of the 18th IEEE International Conference On Machine Learning And Applications, 2019

2018
Evolution of Artificial Neural Development - In Search of Learning Genes
Studies in Computational Intelligence 725, Springer, ISBN: 978-3-319-67464-3, 2018

Signal Reconstruction Using Evolvable Recurrent Neural Networks.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2018, 2018

Learning Trends on the Fly in Time Series Data Using Plastic CGP Evolved Recurrent Neural Networks.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2018, 2018

2017
Adaptive Resource Utilization Prediction System for Infrastructure as a Service Cloud.
Comput. Intell. Neurosci., 2017

Audio Signal Reconstruction Using Cartesian Genetic Programming Evolved Artificial Neural Network (CGPANN).
Proceedings of the 16th IEEE International Conference on Machine Learning and Applications, 2017

Efficient Prediction of Dynamic Tariff in Smart Grid Using CGP Evolved Artificial Neural Networks.
Proceedings of the 16th IEEE International Conference on Machine Learning and Applications, 2017

2016
Dynamic feedback neuro-evolutionary networks for forecasting the highly fluctuating electrical loads.
Genet. Program. Evolvable Mach., 2016

2015
Intelligent Bandwidth Estimation for Variable Bit Rate Traffic.
IEEE Trans. Evol. Comput., 2015

2014
Earliest-Deadline-Based Scheduling to Reduce Urban Traffic Congestion.
IEEE Trans. Intell. Transp. Syst., 2014

In search of intelligence: evolving a developmental neuron capable of learning.
Connect. Sci., 2014

Evolving Recurrent Neural Network using Cartesian Genetic Programming to Predict The Trend in Foreign Currency Exchange Rates.
Appl. Artif. Intell., 2014

HPA nonlinearities mitigation by joint predistorter and constellation rotation using MIMO communication systems.
Proceedings of the 2014 Wireless Telecommunications Symposium, 2014

Fairness evaluation of scheduling algorithms for dense M2M implementations.
Proceedings of the 2014 IEEE Wireless Communications and Networking Conference Workshops, 2014

Point-of-interests based best path selection using cluster-based routing.
Proceedings of the 11th International Symposium on Wireless Communications Systems, 2014

Wind power forecasting - An application of machine learning in renewable energy.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Smart bandwidth management using a recurrent Neuro-Evolutionary technique.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Extracting Trends Ensembles in Solar Irradiance for Green Energy Generation Using Neuro-evolution.
Proceedings of the Artificial Intelligence Applications and Innovations, 2014

Features Extraction of Growth Trend in Social Websites Using Non-linear Genetic Programming.
Proceedings of the Artificial Intelligence Applications and Innovations, 2014

Enhancing Growth Curve Approach Using CGPANN for Predicting the Sustainability of New Food Products.
Proceedings of the Artificial Intelligence Applications and Innovations, 2014

Classification of Mammograms Using Cartesian Genetic Programming Evolved Artificial Neural Networks.
Proceedings of the Artificial Intelligence Applications and Innovations, 2014

Context-Aware Cooperative Collision Avoidance Vehicle Braking Alert System for VANET.
Proceedings of the 3rd International Conference on Context-Aware Systems and Applications, 2014

Improved Joint Pilot Allocation and Channel Estimation Algorithm for OFDM System.
Proceedings of the 3rd International Conference on Context-Aware Systems and Applications, 2014

M-AODV: Modified Ad Hoc On-demand distance vector routing scheme.
Proceedings of the 9th International Symposium on Communication Systems, 2014

Performance evaluation of turbo coded OFDM with channel estimation over SUI channel models.
Proceedings of the 9th International Symposium on Communication Systems, 2014

2013
A Survey of Cluster-based Routing Schemes for Wireless Sensor Networks.
Smart Comput. Rev., 2013

Fast learning neural networks using Cartesian genetic programming.
Neurocomputing, 2013

A Complete Transmission Acknowledgement Scheme for VANETs.
Proceedings of the 13th International Conference on ITS Telecommunications, 2013

Feature Point Video Synthesis for tagged vehicular traffic.
Proceedings of the 13th International Conference on ITS Telecommunications, 2013

Electrical load forecasting using fast learning recurrent neural networks.
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

Very Short Term Load Forecasting Using Cartesian Genetic Programming Evolved Recurrent Neural Networks (CGPRNN).
Proceedings of the 12th International Conference on Machine Learning and Applications, 2013

Evolving Dynamic Forecasting Model for Foreign Currency Exchange Rates Using Plastic Neural Networks.
Proceedings of the 12th International Conference on Machine Learning and Applications, 2013

Future Clients' Requests Estimation for Dynamic Resource Allocation in Cloud Data Center Using CGPANN.
Proceedings of the 12th International Conference on Machine Learning and Applications, 2013

Flow-based multi-objective adaptive signal controller.
Proceedings of the International Conference on Connected Vehicles and Expo, 2013

Shortest remaining processing time based schedulers for reduction of traffic congestion.
Proceedings of the International Conference on Connected Vehicles and Expo, 2013

Real time evaluation of shortest remaining processing time based schedulers for traffic congestion control using wireless sensor networks.
Proceedings of the International Conference on Connected Vehicles and Expo, 2013

Feasibility of deploying wireless sensor based road side solutions for Intelligent Transportation Systems.
Proceedings of the International Conference on Connected Vehicles and Expo, 2013

Implementation of shortest remaining processing time based schedulers on a 32 bit serial based processing platform.
Proceedings of the International Conference on Connected Vehicles and Expo, 2013

Evaluation of Earliest Deadline based schedulers for reduction of traffic congestion in dense urban areas.
Proceedings of the International Conference on Connected Vehicles and Expo, 2013

Prediction of Foreign Currency Exchange Rates Using CGPANN.
Proceedings of the Engineering Applications of Neural Networks, 2013

MPEG-4 Internet Traffic Estimation Using Recurrent CGPANN.
Proceedings of the Engineering Applications of Neural Networks, 2013

Classification of Arrhythmia Types Using Cartesian Genetic Programming Evolved Artificial Neural Networks.
Proceedings of the Engineering Applications of Neural Networks, 2013

Comparison of Three Interpolation Techniques in Comb-Type Pilot-Assisted Channel Coded OFDM System.
Proceedings of the 27th International Conference on Advanced Information Networking and Applications Workshops, 2013

2012
M2M communication in Smart Grids: Implementation scenarios and performance analysis.
Proceedings of the 2012 IEEE Wireless Communications and Networking Conference Workshops, 2012

Condition of Constant Frequency of RICIAN Channel Variation Achieved during Inter-Vehicular Communication.
Proceedings of the 76th IEEE Vehicular Technology Conference, 2012

Adjacent Vehicle Collision Avoidance Protocol in Mitigating the Probability of Adjacent Vehicle Collision.
Proceedings of the 76th IEEE Vehicular Technology Conference, 2012

Zone Routing Protocol: How does it perform the other way round?
Proceedings of the International Conference on Information and Communication Technology Convergence, 2012

Power efficient dynamic topology in 3G cellular networks.
Proceedings of the International Conference on Information and Communication Technology Convergence, 2012

Intelligent Bandwidth Management Using Fast Learning Neural Networks.
Proceedings of the 14th IEEE International Conference on High Performance Computing and Communication & 9th IEEE International Conference on Embedded Software and Systems, 2012

Breast cancer detection using cartesian genetic programming evolved artificial neural networks.
Proceedings of the Genetic and Evolutionary Computation Conference, 2012

Bio-signal Processing Using Cartesian Genetic Programming Evolved Artificial Neural Network (CGPANN).
Proceedings of the 10th International Conference on Frontiers of Information Technology, 2012

2011
The CGP Developmental Network.
Proceedings of the Cartesian Genetic Programming, 2011

Where is the brain inside the brain? - On why artificial neural networks should be developmental.
Memetic Comput., 2011

Evolution of Cartesian Genetic Programs for Development of Learning Neural Architecture.
Evol. Comput., 2011

Short-term daily peak load forecasting using fast learning neural network.
Proceedings of the 11th International Conference on Intelligent Systems Design and Applications, 2011

Developmental Plasticity in Cartesian Genetic Programming based Neural Networks.
Proceedings of the ICINCO 2011 - Proceedings of the 8th International Conference on Informatics in Control, Automation and Robotics, Volume 1, Noordwijkerhout, The Netherlands, 28, 2011

Polymorphic Circuit Design for Speedy Handwritten Character Recognition Using Cartesian Genetic Programming.
Proceedings of the 2011 Frontiers of Information Technology, 2011

2010
Efficient representation of Recurrent Neural Networks for markovian/non-markovian non-linear control problems.
Proceedings of the 10th International Conference on Intelligent Systems Design and Applications, 2010

Evolution of Optimal ANNs for Non-Linear Control Problems using Cartesian Genetic Programming.
Proceedings of the 2010 International Conference on Artificial Intelligence, 2010

A novel NeuroEvolutionary algorithm: Cartesian genetic programming evolved artificial neural network (CGPANN).
Proceedings of the FIT '10, 2010

Evolution of neural networks using Cartesian Genetic Programming.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

Learning Games using a Single Developmental Neuron.
Proceedings of the Twelfth International Conference on the Synthesis and Simulation of Living Systems, 2010

Solving Mazes using an Artificial Developmental Neuron.
Proceedings of the Twelfth International Conference on the Synthesis and Simulation of Living Systems, 2010

2009
Evolution of cartesian genetic programs capable of learning.
Proceedings of the Genetic and Evolutionary Computation Conference, 2009

In search of intelligent genes: The cartesian genetic programming computational neuron (CGPCN).
Proceedings of the IEEE Congress on Evolutionary Computation, 2009

2008
Evolution of neuro-inspired Developmental Programs Capable of Learning.
PhD thesis, 2008

Breaking the Synaptic Dogma: Evolving a Neuro-inspired Developmental Network.
Proceedings of the Simulated Evolution and Learning, 7th International Conference, 2008

Coevolution of Neuro-developmental Programs That Play Checkers.
Proceedings of the Evolvable Systems: From Biology to Hardware, 2008

Developing neural structure of two agents that play checkers using cartesian genetic programming.
Proceedings of the Genetic and Evolutionary Computation Conference, 2008

2007
A developmental model of neural computation using cartesian genetic programming.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007

Coevolution of intelligent agents using cartesian genetic programming.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007


  Loading...