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ORCIDIkhlas Abdel-Qader
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- affiliation: Western Michigan University, Kalamazoo, MI, USA
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Journal Articles
- 2023
[j23]Mohammadreza Khani
, Ikhlas Abdel-Qader:
Machine learning based asynchronous computational framework for generalized Kalman filter. Concurr. Comput. Pract. Exp. 35(6): 1 (2023)- [j22]Fatemeh Rashidi Fathabadi, Janos L. Grantner, Saad A. Shebrain, Ikhlas Abdel-Qader:
Autonomous sequential surgical skills assessment for the peg transfer task in a laparoscopic box-trainer system with three cameras. Robotica 41(6): 1837-1855 (2023) - [j21]Fatemeh Rashidi Fathabadi, Janos L. Grantner, Saad A. Shebrain, Ikhlas Abdel-Qader:
3D Autonomous Surgeon's Hand Movement Assessment Using a Cascaded Fuzzy Supervisor in Multi-Thread Video Processing. Sensors 23(5): 2623 (2023) - 2022
- [j20]Fatemeh Rashidi Fathabadi, Janos L. Grantner, Saad A. Shebrain, Ikhlas Abdel-Qader:
Fuzzy logic supervisor - A surgical skills assessment system using multi-class detection of laparoscopic box-trainer instruments. J. Intell. Fuzzy Syst. 43(4): 4741-4756 (2022) - [j19]Mohammad Z. El-Yabroudi, Ikhlas Abdel-Qader, Bradley J. Bazuin, Osama Abudayyeh, Rakan C. Chabaan:
Guided Depth Completion with Instance Segmentation Fusion in Autonomous Driving Applications. Sensors 22(24): 9578 (2022) - 2021
- [j18]Haider A. Mohamed-Kazim, Ikhlas Abdel-Qader:
Coefficient-Gradient-Based Individualized Stepsize Adaptation Mechanism for Robust System Identification. Circuits Syst. Signal Process. 40(6): 3033-3074 (2021) - [j17]Haitham Al-Anssari, Ikhlas Abdel-Qader, Maureen Mickus:
Food Intake Vision-Based Recognition System via Histogram of Oriented Gradients and Support Vector Machine for Persons With Alzheimer's Disease. Int. J. Heal. Inf. Syst. Informatics 16(4): 1-19 (2021) - [j16]Mohammed Falih Hassan, Ikhlas Abdel-Qader, Bradley J. Bazuin:
A new method for ensemble combination based on adaptive decision making. Knowl. Based Syst. 233: 107544 (2021) - 2020
- [j15]Haider A. Mohamed-Kazim, Ikhlas Abdel-Qader, Ahmad M. Harb:
Efficient maximum power point tracking based on reweighted zero-attracting variable stepsize for grid interfaced photovoltaic systems. Comput. Electr. Eng. 85: 106672 (2020) - [j14]Tiba Zaki Abdulhameed, Imed Zitouni, Ikhlas Abdel-Qader:
Wasf-Vec: Topology-based Word Embedding for Modern Standard Arabic and Iraqi Dialect Ontology. ACM Trans. Asian Low Resour. Lang. Inf. Process. 19(2): 22:1-22:27 (2020) - 2017
- [j13]Khalfalla Awedat, Ikhlas Abdel-Qader, James R. Springstead:
Prostate cancer recognition based on mass spectrometry sensing data and data fingerprint recovery. Biomed. Signal Process. Control. 33: 392-399 (2017) - [j12]Ali K. Jaber, Ikhlas Abdel-Qader:
A Hybrid Feature Extraction Framework for Face Recognition: HOG and Compressive Sensing. IJHCR 8(1): 1-13 (2017) - [j11]Osamah Ali Abdullah, Ikhlas Abdel-Qader, Bradley J. Bazuin:
Convex Optimization Via Jensen-Bregman Divergence for WLAN Indoor Positioning System. IJHCR 8(1): 29-41 (2017) - [j10]Aous H. Kurdi, Janos L. Grantner, Ikhlas Abdel-Qader:
Fuzzy Logic Based Hardware Accelerator with Partially Reconfigurable Defuzzification Stage for Image Edge Detection. Int. J. Reconfigurable Comput. 2017: 1325493:1-1325493:13 (2017) - 2014
- [j9]Benjamin Sanda, Ikhlas Abdel-Qader, Abiola A. Akanmu:
Reducing Tracking Error in RFID Real-Time Localization Systems Using Kalman Filters. Int. J. Handheld Comput. Res. 5(3): 1-24 (2014) - 2011
- [j8]Imad Zyout, Ikhlas Abdel-Qader, Christina Jacobs:
Embedded Feature Selection using PSO-kNN: Shape-Based Diagnosis of Microcalcification Clusters in Mammography. J. Ubiquitous Syst. Pervasive Networks 3(1): 7-11 (2011) - 2009
- [j7]Fadi Abu-Amara, Ikhlas Abdel-Qader:
Hybrid Mammogram Classification Using Rough Set and Fuzzy Classifier. Int. J. Biomed. Imaging 2009: 680508:1-680508:12 (2009) - [j6]Imad Zyout, Ikhlas Abdel-Qader, Christina Jacobs:
Bayesian Classifier with Simplified Learning Phase for Detecting Microcalcifications in Digital Mammograms. Int. J. Biomed. Imaging 2009: 767805:1-767805:13 (2009) - 2008
- [j5]Imad Zyout, Ikhlas Abdel-Qader, Hazem Al-Otum:
Progressive lossy to lossless compression of ROI in mammograms: Effects on microcalcification detection. Integr. Comput. Aided Eng. 15(3): 241-251 (2008) - 2006
- [j4]Ikhlas Abdel-Qader, Sarah Pashaie-Rad, Osama Abudayyeh, Sherif Yehia:
PCA-Based algorithm for unsupervised bridge crack detection. Adv. Eng. Softw. 37(12): 771-778 (2006) - [j3]Ikhlas Abdel-Qader, Lixin Shen, Christina Jacobs, Fadi Abu-Amara, Sarah Pashaie-Rad:
Unsupervised Detection of Suspicious Tissue Using Data Modeling and PCA. Int. J. Biomed. Imaging 2006: 57850:1-57850:11 (2006) - 2005
- [j2]Ikhlas Abdel-Qader, Tomislav Bujanovic:
An Integrated Dynamic Scene Algorithm for Segmentation and Motion Estimation. EURASIP J. Adv. Signal Process. 2005(12): 1845-1853 (2005) - 2003
- [j1]Ikhlas Abdel-Qader, Bradley J. Bazuin, S. Hossein Mousavinezhad, James K. Patrick:
Real-time digital signal processing in the undergraduate curriculum. IEEE Trans. Educ. 46(1): 95-101 (2003)
Conference and Workshop Papers
- 2022
- [c47]Mohammad Z. El Yabroudi, Khalfalla Awedat, Rakan C. Chabaan, Osama Abudayyeh, Ikhlas Abdel-Qader:
Adaptive DBSCAN LiDAR Point Cloud Clustering For Autonomous Driving Applications. EIT 2022: 221-224 - [c46]Mohsen Mohaidat, Janos L. Grantner, Saad A. Shebrain, Ikhlas Abdel-Qader:
Instrument Detection for the Intracorporeal Suturing Task in the Laparoscopic Box Trainer Using Single-stage object detectors. EIT 2022: 455-460 - [c45]Mohsen Mohaidat, Janos L. Grantner, Saad A. Shebrain, Ikhlas Abdel-Qader:
Multi-class Detection and Tracking of Intracorporeal Suturing Instruments in an FLS Laparoscopic Box Trainer Using Scaled-YOLOv4. ISVC (1) 2022: 211-221 - [c44]Fatemeh Rashidi Fathabadi, Janos L. Grantner, Saad A. Shebrain, Ikhlas Abdel-Qader:
Two-level Fuzzy Logic Evaluation System for Surgeon's Hand Movement Using Object Detection. SSCI 2022: 520-527 - 2021
- [c43]Koloud N. Alkhamaiseh, Janos L. Grantner, Saad Shebrain, Ikhlas Abdel-Qader:
Towards Automated Performance Assessment for Laparoscopic Box Trainer using Cross-Stage Partial Network. DICTA 2021: 1-7 - [c42]Fatemeh Rashidi Fathabadi, Janos L. Grantner, Saad A. Shebrain, Ikhlas Abdel-Qader:
Surgical Skill Assessment System Using Fuzzy Logic in a Multi-Class Detection of Laparoscopic Box-Trainer Instruments. SMC 2021: 1248-1253 - 2020
- [c41]Khalfalla Awedat, Almabrok E. Essa, Ikhlas Abdel-Qader:
Compressive Sensing Evaluation Strategy For Prostate Cancer Classification. EIT 2020: 423-428 - 2019
- [c40]Haider Abdallatif Mohamed K, Ikhlas Abdel-Qader:
Performance Analysis of Excess Mean Square Error of Adjusting Log-Based Stepsize for LMS Algorithm with High Variance Input. CCWC 2019: 24-29 - [c39]Haider Abdallatif Mohamed K, Ikhlas Abdel-Qader:
A Log-Based Step-Size Adaptation Technique for Fast and Robust Maximum Power Point Tracking Method for Solar PV Grid Tied System. CCWC 2019: 42-47 - [c38]Ahmed K. Abed, Ikhlas Abdel-Qader:
A Spatial Voting Approach for Indoor Positioning System Using PNN-Multiclassifier Based on Multiple SSIDs. CCWC 2019: 233-239 - [c37]Rana Ramadan, Sokyna Al-Qatawneh, Fadwa N. Al-Halaiqa, Ikhlas Abdel-Qader, Ali Aldahoud, Shadi AlZoubi:
The Utilization of WhatsApp to Determine the Obsessive-Compulsive Disorder (OCD): A Preliminary Study. SNAMS 2019: 561-564 - 2018
- [c36]Ahmed K. Abed, Hussein Al-Moukhles, Ikhlas Abdel-Qader:
An adaptive K-NN based on multiple services set identifiers for indoor positioning system with an ensemble approach. CCWC 2018: 26-32 - [c35]Haider Abdallatif Mohamed K, Ikhlas Abdel-Qader:
A framework for sparse adaptive system identification via integrating a new multiple time-varying stepsize and zero-attracting techniques. CCWC 2018: 33-39 - [c34]Abdalrahman Alsaedi, Ikhlas Abdel-Qader, Niaz Mohammad, Alvis Cheuk M. Fong:
Extended cox proportional hazard model to analyze and predict conversion from mild cognitive impairment to alzheimer's disease. CCWC 2018: 131-136 - [c33]Hussein Al-Moukhles, Ikhlas Abdel-Qader, Ahmed K. Abed:
Multiple-Fingerprints technique for WLAN and compressive sensing based IPS. CCWC 2018: 707-713 - [c32]Ghassan A. Bilal, Haider Hashim, Pablo Gomez, Ikhlas Abdel-Qader, Ahmed Jalil Al-Bayati:
Arc Flash Assessment: Two-Case Study of Public Service Facilities in Kalamazoo, Michigan. EIT 2018: 40-44 - [c31]Mustafa R. Ismael, Ikhlas Abdel-Qader:
Brain Tumor Classification via Statistical Features and Back-Propagation Neural Network. EIT 2018: 252-257 - [c30]Masoud Alajmi, Osama Aljasem, Niaz Ali, Adnan Alqurashi, Ikhlas Abdel-Qader:
Fault Detection and Localization in Solar Photovoltaic Arrays Framework: Hybrid Methods of Data-Analysis and a Network of Voltage-Current Sensors. EIT 2018: 404-410 - [c29]Tiba Zaki Abdulhameed, Imed Zitouni, Ikhlas Abdel-Qader:
Enhancement of the word2vec Class-Based Language Modeling by Optimizing the Features Vector Using PCA. EIT 2018: 866-870 - [c28]Janos L. Grantner, Aous H. Kurdi, Mohammed Al-Gailani, Ikhlas Abdel-Qader, Robert G. Sawyer, Saad Shebrain:
Intelligent Performance Assessment System for Laparoscopic Surgical Box-Trainer. FUZZ-IEEE 2018: 1-7 - [c27]Amer Kais Obaid, Ikhlas Abdel-Qader, Maureen Mickus:
Automatic Food-Intake Monitoring System for Persons Living with Alzheimer's-Vision-Based Embedded System. UEMCON 2018: 580-584 - 2017
- [c26]Wesam Fadheel, Mohamed Abusharkh, Ikhlas Abdel-Qader:
On Feature Selection for the Prediction of Phishing Websites. DASC/PiCom/DataCom/CyberSciTech 2017: 871-876 - [c25]Ahmed Abed, Hussein Al-Moukhles, Ikhlas Abdel-Qader:
Indoor positioning system using multiple services set identifiers-based fingerprints. EIT 2017: 295-300 - [c24]Haider Hashim, Ikhlas Abdel-Qader:
A new reduced-switch-count cascaded multicell converter. EIT 2017: 525-529 - 2016
- [c23]Mohammed Falih Hassan, Ikhlas Abdel-Qader:
Improving pattern classification by nonlinearly combined classifiers. ICCI*CC 2016: 489-495 - [c22]Osamah Ali Abdullah, Ikhlas Abdel-Qader, Bradley J. Bazuin:
A probability neural network-Jensen-Shannon divergence for a fingerprint based localization. CISS 2016: 286-291 - [c21]Khalfalla Awedat, Ikhlas Abdel-Qader, James R. Springstead:
Mass spectrometry sensing data for robust cancer classification. EIT 2016: 258-262 - [c20]Masoud Alajmi, Ikhlas Abdel-Qader:
Fault detection and localization in solar photovoltaic arrays using the current-voltage sensing framework. EIT 2016: 307-312 - [c19]Osamah Ali Abdullah, Ikhlas Abdel-Qader:
A PNN- Jensen-Bregman Divergence symmetrization for a WLAN Indoor Positioning System. EIT 2016: 362-367 - [c18]Ali K. Jaber, Ikhlas Abdel-Qader:
Hybrid Histograms of Oriented Gradients-compressive sensing framework feature extraction for face recognition. EIT 2016: 442-447 - [c17]Haitham Al-Anssari, Ikhlas Abdel-Qader:
Vision based monitoring system for Alzheimer's patients using controlled bounding boxes tracking. EIT 2016: 821-825 - [c16]Osamah Ali Abdullah, Ikhlas Abdel-Qader, Bradley J. Bazuin:
Fingerprint-based technique for indoor positioning system via machine learning and convex optimization. UEMCON 2016: 1-6 - [c15]Osamah Ali Abdullah, Ikhlas Abdel-Qader, Bradley J. Bazuin:
K-means-Jensen-Shannon divergence for a WLAN indoor positioning system. UEMCON 2016: 1-5 - [c14]Hussein Al-Moukhles, Ali K. Jaber, Ikhlas Abdel-Qader:
Impact of APs selection scheme on compressive sensing-fingerprinting based IPS performance. UEMCON 2016: 1-7 - [c13]Haider Hashim, Ikhlas Abdel-Qader:
Generalized solutions for THD investigation in cascaded multicell multilevel converters modulated with selective harmonic elimination PWM switching method. UEMCON 2016: 1-7 - 2015
- [c12]Zichun Tong, Ikhlas Abdel-Qader, Fadi Abu-Amara:
Heart Sound Separation Using Fast Independent Component Analysis. DeSE 2015: 3-6 - [c11]Karime Farhood Hussein, Ikhlas Abdel-Qader, Mohammed Khalil Hussain:
Hybrid fuzzy PID controller for buck-boost converter in solar energy-battery systems. EIT 2015: 70-75 - [c10]Mohammed Falih Hassan, Ikhlas Abdel-Qader:
Analysis of multiple classifier system using product and modified product rules. EIT 2015: 152-157 - [c9]Ahmed Albehadili, Ikhlas Abdel-Qader:
Analysis of distance relay performance on shunt FACTS-compensated transmission lines. EIT 2015: 188-193 - [c8]Warqaa Shaher AlAzawee, Ikhlas Abdel-Qader, Jareer Abdel-Qader:
Using morphological operations - Erosion based algorithm for edge detection. EIT 2015: 521-525 - [c7]Ahmed J. Fattah, Ikhlas Abdel-Qader:
Performance and comparison analysis of speed control of induction motors using improved hybrid PID-fuzzy controller. EIT 2015: 575-580 - [c6]Mohammed Falih Hassan, Ikhlas Abdel-Qader:
Performance Analysis of Majority Vote Combiner for Multiple Classifier Systems. ICMLA 2015: 89-95 - 2014
- [c5]Benjamin Sanda, Ikhlas Abdel-Qader, Abiola A. Akanmu:
Kalman filters for reducing error in RFID real-time localization systems. EIT 2014: 324-329 - [c4]Vincent Krause, Ikhlas Abdel-Qader, Osama Abudayyeh:
Removing interference from above ground reflectors in ground penetrating radar data. EIT 2014: 353-355 - 2012
- [c3]Jafar Abukhait, Ikhlas Abdel-Qader, Jun-Seok Oh, Osama Abudayyeh:
Occlusion-invariant tilt angle computation for automated road sign condition assessment. EIT 2012: 1-6 - [c2]Jafar Abukhait, Ikhlas Abdel-Qader, Jun-Seok Oh, Osama Abudayyeh:
Road sign detection and shape recognition invariant to sign defects. EIT 2012: 1-6 - [c1]Vincent Krause, Ikhlas Abdel-Qader, Osama Abudayyeh:
Detection and classification of small perturbations in GPR scans of reinforced concrete bridge decks. EIT 2012: 1-4
Coauthor Index
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