Search Results - "Seong-O Shim"

Multidirectional focus measure for accurate three‐dimensional shape recovery of microscopic objects by Shim, Seong‐O

“…Shape from focus (SFF) is a technique to recover the shape of an object from multiple images taken at various focus settings. Most of conventional SFF…”
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Tone-Mapping Using Perceptual-Quantizer and Image Histogram by Khan, Ishtiaq Rasool, Aziz, Wajid, Shim, Seong-O.

“…A new tone-mapping algorithm is presented for visualization of high dynamic range (HDR) images on low dynamic range (LDR) displays. In the first step, the…”
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Deep learning convolutional neural network ResNet101 and radiomic features accurately analyzes mpMRI imaging to predict MGMT promoter methylation status with transfer learning approach by Shim, Seong‐O, Hussain, Lal, Aziz, Wajid, Alshdadi, Abdulrahman A., Alzahrani, Abdulrahman, Omar, Abdulfattah

“…Accurate brain tumor classification is crucial for enhancing the diagnosis, prognosis, and treatment of glioblastoma patients. We employed the ResNet101 deep…”
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Congestion avoidance and fault detection in WSNs using data science techniques by Kazmi, Hafiza Syeda Zainab, Javaid, Nadeem, Awais, Muhammad, Tahir, Muhammad, Shim, Seong‐o, Zikria, Yousaf Bin

“…Transmission rate is one of the contributing factors in the performance of wireless sensor networks. Congested network causes reduced network response time,…”
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Machine Learning based Cost Effective Electricity Load Forecasting Model using Correlated Meteorological Parameters by Jawad, Muhammad, Nadeem, Malik Sajjad Ahmed, Shim, Seong-O, Khan, Ishtiaq Rasool, Shaheen, Aliya, Habib, Nazneen, Hussain, Lal, Aziz, Wajid

“…Electricity, a fundamental commodity, must be generated as per required utilization which cannot be stored at large scales. The production cost heavily depends…”
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Improving visual quality of CT Images through enhancement of base and detail layers by Ishtiaq Rasool Khan, Waqar Mirza, Asif Siddiq, Seong-O Shim

“…Medical imaging enables doctors to provide faster and more accurate diagnoses of different conditions. Medical images are generally very dark and frequently…”
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A hybrid model for forecasting of particulate matter concentrations based on multiscale characterization and machine learning techniques by Ali Shah, Syed Ahsin, Aziz, Wajid, Almaraashi, Majid, Ahmed Nadeem, Malik Sajjad, Habib, Nazneen, Shim, Seong-O

“…Accurate prediction of particulate matter (PM) using time series data is a challenging task. The recent advancements in sensor technology, computing devices,…”
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Improving Depth Computation From Robust Focus Approximation by Shim, Seong-O, Aziz, Wajid, Banjar, Ameen, Alamri, Abdullah, Alqarni, Mohammed

“…Shape-from-focus (SFF) technique is to recover three-dimensional shape of an object from a sequence of two-dimensional images of the same object taken by…”
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Class Association and Attribute Relevancy Based Imputation Algorithm to Reduce Twitter Data for Optimal Sentiment Analysis by Bibi, Maryum, Nadeem, Malik Sajjad Ahmed, Khan, Imtiaz Hussain, Shim, Seong-O, Khan, Ishtiaq Rasool, Naqvi, Uzma, Aziz, Wajid

“…Twitter sentiment analysis is a challenging task that involves various preprocessing steps including dimensionality reduction. Dimensionality reduction helps…”
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On the Feature Selection Methods and Reject Option Classifiers for Robust Cancer Prediction by Waseem, Muhammad Hammad, Nadeem, Malik Sajjad Ahmed, Abbas, Assad, Shaheen, Aliya, Aziz, Wajid, Anjum, Adeel, Manzoor, Umar, Balubaid, Muhammad A., Shim, Seong-O

“…Cancer is the second leading cause of mortality across the globe. Approximately 9.6 million people are estimated to have died due to cancer disease in 2019…”
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Extracting mass concentration time series features for classification of indoor and outdoor atmospheric particulates by Hussain, Lal, Aziz, Wajid, Saeed, Sharjil, Rafique, Muhammad, Nadeem, Malik Sajjad Ahmed, Shim, Seong-O, Aftar, Sania, Pirzada, Jawad-ur-Rehman

“…Particulate matters (PMs) are considered as one of the air pollutants generally associated with poor air quality in both outdoor and indoor environments. The…”
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Accuracy Rejection Normalized-Cost Curves (ARNCCs): A Novel 3-Dimensional Framework for Robust Classification by Abbas, Muhammad Rehan, Nadeem, Malik Sajjad Ahmed, Shaheen, Aliya, Alshdadi, Abdulrahman A., Alharbey, Riad, Shim, Seong-O, Aziz, Wajid

“…Machine learning (ML) offers several supervised learning algorithms to build classifiers for developing accurate decision support systems. However, the…”
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Depth from image focus methods for micro-manufacturing by Mahmood, Muhammad Tariq, Shim, Seong-O, Alshomrani, Saleh, Choi, Tae-Sun

“…The analysis of industrially important electronic components of micro dimensions such as thin film transistor liquid crystal display color filter is of…”
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Accurate shape from focus based on focus adjustment in optical microscopy by Shim, Seong-O, Malik, Aamir Saeed, Choi, Tae-Sun

“…Optical microscopy allows a magnified view of the sample while decreasing the depth of focus. Although the acquired images from limited depth of field have…”
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Searching surface orientation of microscopic objects for accurate 3D shape recovery by Shim, Seong-O, Mahmood, Muhammad Tariq, Choi, Tae-Sun

“…In this article, we propose a new shape from focus (SFF) method to estimate 3D shape of microscopic objects using surface orientation cue of each object patch…”
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CNC-NOS: Class noise cleaning by ensemble filtering and noise scoring by Luengo, Julián, Shim, Seong-O, Alshomrani, Saleh, Altalhi, Abdulrahman, Herrera, Francisco

“…•A novel class noise cleaner able not only to remove noisy instances but to successfully relabel them.•It introduces an improvement of the noise score measure…”
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A proposal for evolutionary fuzzy systems using feature weighting: Dealing with overlapping in imbalanced datasets by Alshomrani, Saleh, Bawakid, Abdullah, Shim, Seong-O, Fernández, Alberto, Herrera, Francisco

“…In a general scenario of classification, one of the main drawbacks for the achievement of accurate models is the presence of high overlapping among the…”
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Feature Ranking Importance from Multimodal Radiomic Texture Features using Machine Learning Paradigm: A Biomarker to Predict the Lung Cancer by Shim, Seong-O, Alkinani, Monagi H., Hussain, Lal, Aziz, Wajid

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Mitosis detection in breast cancer histopathology images using hybrid feature space by Maroof, Noorulain, Khan, Asifullah, Qureshi, Shahzad Ahmad, Rehman, Aziz ul, Khalil, Rafiullah Khan, Shim, Seong-O

“…•Breast cancer grading for mitos-atypia-14 grand-challenge.•Hybrid feature space model.•Mitosis detection in Histopathology images acquired scanned through…”
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Intelligent Bayesian Inference for Multiclass Lung Infection Diagnosis: Network Analysis of Ranked Gray Level Co-occurrence (GLCM) Features by Khan, Raja Nadir Mahmood, Majid, Abdul, Shim, Seong-O, Habibullah, Safa, Almazroi, Abdulwahab Ali, Hussain, Lal

“…Deep learning-powered AI tools offer significant potential to improve COVID-19 lung infection diagnosis. This study proposes a novel AI-based image analysis…”
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