29 Result(s)
within
Chapter
Haider Banka
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Chapter and Conference Paper
Performance Analysis of Software Enabled Accelerator Library for Intel Architecture
With the advancement of the General Purpose Graphics Processing Unit (GPGPU) for parallel processing, the Central Processing Unit (CPU) based architecture industry focused its development on software accelerat...
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Chapter
A Meta-heuristic Based Approach for Slope Stability Analysis to Design an Optimal Soil Slope
Slope stability analysis is routinely performed due to geological instability found in earth slopes. It has been an important role in geotechnical engineering for all the times. Although the efficiency of mode...
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Chapter
Feature Selection Method Using CFO and Rough Sets for Medical Dataset
The applications of feature selection increase rapidly due to its diverse areas. Classification is a part of feature selection, which is used in a large number of the dataset. Sometimes, due to a large number ...
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Chapter
A Hybrid Feature Selection Approach Based on LSI for Classification of Urdu Text
The feature selection method plays a crucial role in text classification to minimizing the dimensionality of the features and accelerating the learning process of the classifier. Text classification is the pro...
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Chapter
Medical Image Retrieval System Using Deep Learning Techniques
Content-based Image Retrieval (CBIR) system uses the visual information and features present within an image, to find the most analogous images from any gigantic digital image data-set effectively and efficientl...
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Chapter
Application of Flower Pollination Algorithm to Locate Critical Failure Surface for Slope Stability Analysis
Analysis and design of the earth slopes has been an essential preface in the area of geotechnical science and engineering for all the times. In a certain moment of time, the geo-hazards or any geological pheno...
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Chapter and Conference Paper
Cluster-Based Regression Model for Predicting Aqueous Solubility of the Molecules
Prediction of physicochemical properties is a crucial step in the drug discovery process. It is a combination of various tasks; one of the essential steps in that process is aqueous solubility prediction. Aque...
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Chapter and Conference Paper
Multi-scale Image Fusion Scheme Based on Gray-Level Edge Maps and Adaptive Weight Maps
Digital and other digital cannot focus on all significant within the single frame due to their limited depth of . Consequently, few objects get attention in the captured image while the rest of the obje...
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Chapter and Conference Paper
A Feature-Reduced Discretized Random Forest Model for Oral Bioavailability Data Classification
Oral bioavailability is the measurement of the fraction of admissible drug which reaches the site of action in unchanged form. It is one of the principal pharmacokinetic properties and can be predicted in an e...
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Chapter and Conference Paper
Texture and Color Visual Features Based CBIR Using 2D DT-CWT and Histograms
In content based image retrieval (CBIR) process, every image has been represented in a compact set of local visual features i.e. color, texture, and/or shape of images. This set of local visual features is kno...
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Chapter and Conference Paper
Brain Signal Based Biometric Identification Using One-Dimensional Local Gradient Pattern and Artificial Neural Network
Biometric identification or recognition refers to the process of identifying an unknown individual based on the physiological or behavioral characteristics. While fingerprint, palm, face belongs to physiologic...
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Chapter
GSA-CHSR: Gravitational Search Algorithm for Cluster Head Selection and Routing in Wireless Sensor Networks
Gravitational search algorithm (GSA) is a new paradigm for optimization that needs to be explored further to show its full potential. The focus of the current work is to address the most promising problems in ...
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Chapter
Genetic Algorithm Using Guide Tree in Mutation Operator for Solving Multiple Sequence Alignment
An improved mutation operator in genetic algorithm for solving multiple sequence alignment problems is proposed. In this step, the UPGMA method is used to generate the guide tree where two different matrices s...
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Chapter and Conference Paper
An Improved Quantum Inspired Immune Clone Optimization Algorithm
An improved quantum inspired immune clone optimization algorithm is proposed for optimization problem. It is proposed based on the immune clone algorithm and quantum computing theory. The algorithm adopts the ...
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Chapter and Conference Paper
A PSO with Improved Initialization Operator for Solving Multiple Sequence Alignment Problems
In this paper, an improved particle swarm optimization (PSO) technique is explored for aligning multiple sequences. PSO has recently emerged as a new randomized heuristic method for both real-valued and discre...
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Chapter and Conference Paper
PSO-Based Multiple-sink Placement Algorithm for Protracting the Lifetime of Wireless Sensor Networks
Optimal deployment of multiple sinks has been proven to be one of the energy efficient techniques for prolonging the lifetime of wireless sensor networks (WSNs). In this paper, we propose a particle swarm opti...
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Chapter and Conference Paper
Comparison of Multilayer Perceptron (MLP) and Support Vector Machine (SVM) in Predicting Green Pellet Characteristics of Manganese Concentrate
A huge portion of available minerals and materials are in the form of fine powder that makes their management and utilization a tedious job. Pelletization, a size enlargement technique, is used to tackle afore...
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Chapter and Conference Paper
A Gravitational Search Algorithm for Energy Efficient Multi-sink Placement in Wireless Sensor Networks
Optimal placement of multi-sink has been accepted an energy efficient approaches of extending the life of wireless sensor networks (WSNs). In this paper, a Gravitational Search Algorithm (GSA) based approach ...
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Chapter and Conference Paper
Energy Efficient Clustering for Wireless Sensor Networks: A Gravitational Search Algorithm
Clustering is an efficient technique for saving energy of wireless sensor networks (WSNs). In this paper, a Gravitational Search Algorithm (GSA) based approach has been presented called GSA-EEC (GSA based Ener...
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Chapter and Conference Paper
Solving Reliability Problems in Complex Networks with Approximated Cuts and Paths
The paper solves reliability problems for the design of complex network without failure. The traditional approaches based on minimal paths and cuts require significant computational effort equals to NP-hard. T...
