Search Results - "Monirul Kabir, Md"
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1
A new hybrid ant colony optimization algorithm for feature selection
Published in Expert systems with applications (15-02-2012)“…In this paper, we propose a new hybrid ant colony optimization (ACO) algorithm for feature selection (FS), called ACOFS, using a neural network. A key aspect…”
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Journal Article -
2
A new local search based hybrid genetic algorithm for feature selection
Published in Neurocomputing (Amsterdam) (01-10-2011)“…This paper presents a new hybrid genetic algorithm (HGA) for feature selection (FS), called as HGAFS. The vital aspect of this algorithm is the selection of…”
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Journal Article -
3
A new wrapper feature selection approach using neural network
Published in Neurocomputing (Amsterdam) (01-10-2010)“…This paper presents a new feature selection (FS) algorithm based on the wrapper approach using neural networks (NNs). The vital aspect of this algorithm is the…”
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Journal Article -
4
A hybrid optimization algorithm for improving load frequency control in interconnected power systems
Published in Expert systems with applications (01-09-2024)“…The objective of this study is to develop an algorithm named Modified Artificial Bee Colony and Particle Swarm Optimization (MHABC-PSO) to address load…”
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5
A robust feature selection system with Colin's CCA network
Published in Neurocomputing (Amsterdam) (15-01-2016)“…Biomedical data such as microarray data are typified by high dimensionality and small sample size. Feature selection (FS) is a predominant technique to find…”
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Journal Article -
6
Ant Colony Optimization for Feature Selection Involving Effective Local Search
Published in Journal of advanced computational intelligence and intelligent informatics (20-08-2011)“…This paper proposes an effective algorithm for feature selection (ACOFS) that uses a global Ant Colony Optimization algorithm (ACO) search strategy. To make…”
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Journal Article -
7
Reduction of Frequency Disruption During Cyber-Attack in the Power System
Published in 2020 2nd International Conference on Sustainable Technologies for Industry 4.0 (STI) (19-12-2020)“…This paper proposes an effective stable system model, called as ESSM for providing stable frequency in power system during cyber-attack. The proposed ESSM is…”
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Conference Proceeding -
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An Advanced Model Regarding the Impact of Cyber-Attacks on Power System
Published in 2022 IEEE 7th International conference for Convergence in Technology (I2CT) (07-04-2022)“…This paper proposes an advanced model for investigating the impact of cyber-attacks on power system in terms of frequency disturbances and voltage disruption…”
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Conference Proceeding -
9
A Real-Time Smart Wastewater Monitoring System Using IoT: Perspective of Bangladesh
Published in 2020 2nd International Conference on Sustainable Technologies for Industry 4.0 (STI) (19-12-2020)“…This paper proposes a newly developed model for real-time Smart Wastewater Monitoring System (SWMS) in Bangladesh using Internet of Things (IoT). Various…”
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Conference Proceeding -
10
Enhancing Voltage Stability of Inter-Area Multi-Machine Power Systems using Reinforcement Learning-based STATCOM
Published in 2022 International Conference on Advancement in Electrical and Electronic Engineering (ICAEEE) (24-02-2022)“…In this paper, a novel control scheme based on Reinforcement Learning (RL) controller for the Static Synchronous Compensator (STATCOM) is presented for…”
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Conference Proceeding -
11
A Smart Natural Gas Leakage Detection and Control System for Gas Distribution Companies of Bangladesh using IoT
Published in 2021 2nd International Conference on Robotics, Electrical and Signal Processing Techniques (ICREST) (05-01-2021)“…This paper proposes a smart mobile based model of gas leakage detection and control for gas distribution system of Bangladesh using IoT, called as smart…”
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Conference Proceeding -
12
PID Controller Based Automatic Generation Control for Three Area Interconnected Power System
Published in 2021 International Conference on Information and Communication Technology for Sustainable Development (ICICT4SD) (27-02-2021)“…This paper proposes an effective stalbe interconnected system model to maintain stable frequency into an interconnected power system combining three areas…”
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Conference Proceeding -
13
A Backward Feature Selection by Creating Compact Neural Network Using Coherence Learning and Pruning
Published in Journal of advanced computational intelligence and intelligent informatics (01-07-2007)“…In this paper we propose a new backward feature selection method that generates compact classifier of a three-layered feed-forward artificial neural network…”
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Journal Article -
14
ANN Based Discrimination of Inrush and Fault Currents in Three Phase Power Transformer using Statistical Approaches
Published in 2019 4th International Conference on Electrical Information and Communication Technology (EICT) (01-12-2019)“…This paper proposes a discrimination of inrush current and fault current of power transformer for proper protection scheme, called as DSIF. In the proposed…”
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Conference Proceeding -
15
An Automated Toll Plaza System Using RFID and GSM Module: Perspective of Bangladesh
Published in 2020 2nd International Conference on Sustainable Technologies for Industry 4.0 (STI) (19-12-2020)“…In this paper, an Automated Toll Plaza System (called as ATPS) using RFID and GSM modules has been proposed. The key aspect of this work is to deduct money…”
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Conference Proceeding -
16
A New Relay Based Control Model for Vertical Axis Falling Problem of CNC Machine during Power Failure
Published in 2020 2nd International Conference on Sustainable Technologies for Industry 4.0 (STI) (19-12-2020)“…In this paper, a new relay-based control model, called as RCM has been proposed for the CNC machine used in the industry to resist the vertical axis falling…”
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Conference Proceeding -
17
Design and Implementation of a New Green IoT Gateway Module
Published in 2021 International Conference on Automation, Control and Mechatronics for Industry 4.0 (ACMI) (08-07-2021)“…In this paper, a new green IoT gateway module is proposed that has been designed and implemented, called as (GIGM), formulated by mainly microcontroller unit…”
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Conference Proceeding -
18
Analyzing the impact of temperature on PV module surface during electricity generation using machine learning models
Published in Cleaner Energy Systems (01-12-2024)“…•Focus on analyzing temperature's effect on PV module surface during electricity generation.•Utilization of machine learning models for analysis.•Emphasis on…”
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Journal Article -
19
Design of an improved QPSK modulation technique in wireless communication systems
Published in 2017 3rd International Conference on Electrical Information and Communication Technology (EICT) (01-12-2017)“…This paper proposes an improved QPSK modulation scheme, called as π/6-QPSK, which is an improvement of existing π/4-QPSK modulation technique in the wireless…”
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Conference Proceeding -
20
Feature selection of EEG data with neuro-statistical method
Published in 2013 International Conference on Electrical Information and Communication Technology (EICT) (01-02-2014)“…Feature selection (FS) of high dimensional electroencephalographic (EEG) data helps to identify and diagnose the brain conditions easily. Features can be…”
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Conference Proceeding