Ramazan Savas Aygün

Orcid: 0000-0001-7244-7475

Affiliations:
  • University of Alabama in Huntsville, AL, USA


According to our database1, Ramazan Savas Aygün authored at least 104 papers between 1999 and 2024.

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

Timeline

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Bibliography

2024
A Convolutional Neural Network Ensemble for Video Source Camera Forensics.
IEEE Multim., 2024

Functional Validation of Supervised Learning Tasks for Reproducible Machine Learning.
Proceedings of the 18th IEEE International Conference on Semantic Computing, 2024

Semanformer: Semantics-aware Embedding Dimensionality Reduction Using Transformer-Based Models.
Proceedings of the 18th IEEE International Conference on Semantic Computing, 2024

Design and Implementation of Multithreaded CAD-Enabled LoRa Simulator for Massive IoT.
Proceedings of the 18th International Conference on Ubiquitous Information Management and Communication, 2024

2023
Temporal information retrieval using bitwise operators.
Inf. Retr. J., June, 2023

TemporalDedup: Domain-Independent Deduplication of Redundant and Errant Temporal Data.
Int. J. Semantic Comput., June, 2023

Confidence-Based Cheat Detection Through Constrained Order Inference of Temporal Sequences.
Int. J. Semantic Comput., June, 2023

Automation of Explainability Auditing for Image Recognition.
Int. J. Multim. Data Eng. Manag., 2023

Default Prediction on Commercial Credit Big Data Using Graph-based Variable Clustering.
Proceedings of the 17th IEEE International Conference on Semantic Computing, 2023

A Multistage Framework for Detection of Very Small Objects.
Proceedings of the 2023 6th International Conference on Machine Vision and Applications, 2023

Retinal Biomarkers for Detecting Diabetic Retinopaty Using Smartphone-Based Deep Learning Frameworks.
Proceedings of the IEEE International Conference on Acoustics, 2023

2022
Quantification and Mitigation of Directional Pairwise Class Confusion Bias in a Chatbot Intent Classification Model.
Int. J. Semantic Comput., 2022

ConvoForest Classification of New and Familiar Faces using EEG.
Proceedings of the 16th IEEE International Conference on Semantic Computing, 2022

Directional Pairwise Class Confusion Bias and Its Mitigation.
Proceedings of the 16th IEEE International Conference on Semantic Computing, 2022

Video Origin Camera Identification using Ensemble CNNs of Positional Patches.
Proceedings of the 5th IEEE International Conference on Multimedia Information Processing and Retrieval, 2022

Video Alignment of Lecture Notes Missing Corners.
Proceedings of the 23rd IEEE International Conference on Information Reuse and Integration for Data Science, 2022

Explainability Audit: An Automated Evaluation of Local Explainability in Rooftop Image Classification.
Proceedings of the 23rd IEEE International Conference on Information Reuse and Integration for Data Science, 2022

ImpartialGAN: Fair and Unbiased Classification.
Proceedings of the 23rd IEEE International Conference on Information Reuse and Integration for Data Science, 2022

Collaborative Deep Learning for Privacy Preserving Diabetic Retinopathy Detection.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

Stereotype and Categorical Bias Evaluation via Differential Cosine Bias Measure.
Proceedings of the IEEE International Conference on Big Data, 2022

Identifying Variability in U.S. COVID-19 Response Through Temporal Partial Ordering Detection.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022

Cheat Detection Through Temporal Inference of Constrained Orders for Subsequences.
Proceedings of the 5th IEEE International Conference on Artificial Intelligence and Knowledge Engineering, 2022

EEG-based audiovisual face-name association classifications using transfer learning.
Proceedings of the ACM SE '22: 2022 ACM Southeast Conference, Virtual Event, April 18, 2022

2021
Blockchain-based video forensics and integrity verification framework for wireless Internet-of-Things devices.
Secur. Priv., 2021

WisdomNet: trustable machine learning toward error-free classification.
Neural Comput. Appl., 2021

PRNU-based Source Camera Identification for Multimedia Forensics.
Proceedings of the 22nd IEEE International Conference on Information Reuse and Integration for Data Science, 2021

Spectra-based Classification of Audiovisual and Visuospatial Face-name Associative Memories using EEG.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

2020
Schema Matching and Data Integration with Consistent Naming on Protein Crystallization Screens.
IEEE ACM Trans. Comput. Biol. Bioinform., 2020

Visual-X2: interactive visualization and analysis tool for protein crystallization.
Netw. Model. Anal. Health Informatics Bioinform., 2020

Privacy-Preserving and Efficient Sharing of Drone Videos in Public Safety Scenarios using Proxy Re-encryption.
Proceedings of the 21st International Conference on Information Reuse and Integration for Data Science, 2020

Mobile Fluorescence Imaging and Protein Crystal Recognition.
Proceedings of the 33rd IEEE International Symposium on Computer-Based Medical Systems, 2020

ERP Template Matching for EEG Single Trial Classification.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020

2019
Query-by-Gaming.
Proceedings of the Encyclopedia of Computer Graphics and Games., 2019

Protein crystallization screening using enhanced associative experimental design.
Netw. Model. Anal. Health Informatics Bioinform., 2019

Guest Editors' Introduction.
Int. J. Semantic Comput., 2019

FaceTimeMap: Multi-Level Bitmap Index for Temporal Querying of Faces in Videos.
Int. J. Multim. Data Eng. Manag., 2019

Temporal Querying of Faces in Videos Using Bitmap Index.
Proceedings of the 2nd IEEE Conference on Multimedia Information Processing and Retrieval, 2019

2018
Tropical Cyclone Intensity Estimation Using a Deep Convolutional Neural Network.
IEEE Trans. Image Process., 2018

Single-camera pose estimation using mirage.
IET Comput. Vis., 2018

Multimedia Retrieval that Works.
Proceedings of the IEEE 1st Conference on Multimedia Information Processing and Retrieval, 2018

Mobile Scanner for Protein Crystallization Plates.
Proceedings of the 2018 IEEE International Symposium on Multimedia, 2018

Else-Tree Classifier for Minimizing Misclassification of Biological Data.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

2017
Super-Thresholding: Supervised Thresholding of Protein Crystal Images.
IEEE ACM Trans. Comput. Biol. Bioinform., 2017

Mirage: an O(n) time analytical solution to 3D camera pose estimation with multi-camera support.
Robotica, 2017

Feature analysis for classification of trace fluorescent labeled protein crystallization images.
BioData Min., 2017

Human Action Classification Using Temporal Slicing for Deep Convolutional Neural Networks.
Proceedings of the 19th IEEE International Symposium on Multimedia, 2017

Classifying protein crystallization trial images using subordinate color channel.
Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017

Visual-X2: Scoring and visualization tool for analysis of protein crystallization trial images.
Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017

Schema matching and data integration on protein crystallization screens.
Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017

Optimizing genetic algorithm for protein crystallization screening using an exploratory fitness function.
Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017

2016
FocusALL: Focal Stacking of Microscopic Images Using Modified Harris Corner Response Measure.
IEEE ACM Trans. Comput. Biol. Bioinform., 2016

User characterization for online social networks.
Soc. Netw. Anal. Min., 2016

A Survey of Social Network Forensics.
J. Digit. Forensics Secur. Law, 2016

Vision-based trajectory tracking for mobile robots using Mirage pose estimation method.
IET Comput. Vis., 2016

Unsupervised Speaker Identification for TV News.
IEEE Multim., 2016

2015
Query-by-Gaming: Interactive spatio-temporal querying and retrieval using gaming controller.
J. Vis. Lang. Comput., 2015

SEAL: a divide-and-conquer approach for sequence alignment.
Netw. Model. Anal. Health Informatics Bioinform., 2015

SpriteCam: virtual camera control using sprite.
Multim. Tools Appl., 2015

IoT-based occupancy monitoring techniques for energy-efficient smart buildings.
Proceedings of the 2015 IEEE Wireless Communications and Networking Conference Workshops, 2015

GPU Based Robust Image Registration for Composite Translational, Rotational and Scale Transformations.
Proceedings of the 2015 IEEE International Symposium on Multimedia, 2015

Protein Crystallization Screening Using Associative Experimental Design.
Proceedings of the Bioinformatics Research and Applications - 11th International Symposium, 2015

2014
Greedy hierarchical binary classifiers for multi-class classification of biological data.
Netw. Model. Anal. Health Informatics Bioinform., 2014

2013
Guest Editors' Introduction.
Int. J. Semantic Comput., 2013

Pacc - A Discriminative and Accuracy Correlated Measure for Assessment of Classification Results.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2013

Evaluation of Hyperspectral Image Classification Using Random Forest and Fukunaga-Koontz Transform.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2013

2012
Sprite generation using sprite fusion.
ACM Trans. Multim. Comput. Commun. Appl., 2012

Spatio-temporal querying recurrent multimedia databases using a semantic sequence state graph.
Multim. Syst., 2012

'You Can Run, but You Cannot Hide': Tracking Objects that leave the Field-of-View.
Int. J. Inf. Technol. Decis. Mak., 2012

Analyzing the Performance of Hierarchical Binary Classifiers for Multi-class Classification Problem Using Biological Data.
Proceedings of the 11th International Conference on Machine Learning and Applications, 2012

2011
Improving UDP performance using intermediate QoD-aware hop system for wired/wireless multimedia communication systems.
Int. J. Netw. Manag., 2011

Improving Global Motion Estimation Using Texture Masks.
Proceedings of the 2011 IEEE International Symposium on Multimedia, 2011

2010
A conceptual model for data management and distribution in peer-to-peer systems.
Peer-to-Peer Netw. Appl., 2010

Synthetic Video Generation for Evaluation of Sprite Generation.
Int. J. Multim. Data Eng. Manag., 2010

2009
<i>I-Quest</i> : an <i>i</i>ntelligent <i>que</i>ry <i>st</i>ructuring based on user browsing feedback for semantic retrieval of video data.
Multim. Tools Appl., 2009

Spatio-Temporal Querying of Video Content Using SQL for Quantizable Video Databases.
J. Multim., 2009

Synthetic Video Generation with Camera Motion Patterns to Evaluate Sprite Generation.
Proceedings of the First International Conference on Advances in Multimedia, 2009

SpriteDB Tool.
Proceedings of the 11th IEEE International Symposium on Multimedia, 2009

Synthetic Video Generation with Complex Camera Motion Patterns to Evaluate Sprite Generation.
Proceedings of the 11th IEEE International Symposium on Multimedia, 2009

Motion Based Video Classification for SPRITE Generation.
Proceedings of the Database and Expert Systems Applications, 2009

2008
The impact of data aggregation on the performance of wireless sensor networks.
Wirel. Commun. Mob. Comput., 2008

S2S: structural-to-syntactic matching similar documents.
Knowl. Inf. Syst., 2008

Vector-G: Multi-Modular SVM-Based Heterotrimeric G Protein Prediction.
Silico Biol., 2008

The effect of uncontrolled concurrency on model checking.
Concurr. Comput. Pract. Exp., 2008

S<sup>3</sup>G: A Semantic Sequence State Graph for Indexing Spatio-temporal Data - A Tennis Video Database Application.
Proceedings of the 2th IEEE International Conference on Semantic Computing (ICSC 2008), 2008

2007
TCP Traffic Control Evaluation and Reduction over Wireless Networks Using Parallel Sequential Decoding Mechanism.
EURASIP J. Wirel. Commun. Netw., 2007

2006
PressBase : a presentation synchronization database for distributed multimedia systems.
IEEE Trans. Multim., 2006

Performance Evaluation of Sequential Decoding System for UDP-Based Systems for Wireless Multimedia Networks.
Proceedings of the 2006 International Conference on Wireless Networks, 2006

Quality of Service Evaluation of Error Control for TCP/IP-Based Systems in Packet Switching ATM Networks.
Proceedings of the 2006 International Conference on Internet Computing & Conference on Computer Games Development, 2006

Quality of Service and Performance Evaluation of Congestion Control for Multimedia Networking.
Proceedings of the 2006 International Conference on Internet Computing & Conference on Computer Games Development, 2006

2005
SynchRuler: A Rule-Based Flexible Synchronization Model with Model Checking.
IEEE Trans. Knowl. Data Eng., 2005

The Methodology of Mesh-Cast Streaming in P2P Networks.
Proceedings of the Seventh IEEE International Symposium on Multimedia (ISM 2005), 2005

2004
Modeling and Management of Fuzzy Information in Multimedia Database Applications.
Multim. Tools Appl., 2004

Integrating virtual camera controls into digital video.
Proceedings of the 2004 IEEE International Conference on Multimedia and Expo, 2004

Sprite pyramid for videos and images having finite-depth scenes.
Proceedings of the 2004 IEEE International Conference on Multimedia and Expo, 2004

2002
PLUS: a probe-loss utilization streaming mechanism for distributed multimedia presentation systems.
IEEE Trans. Multim., 2002

Modeling and Verification of Interactive Flexible Multimedia Presentations Using PROMELA/SPIN.
Proceedings of the Model Checking of Software, 2002

Reducing blurring-effect in high resolution mosaic generation.
Proceedings of the 2002 IEEE International Conference on Multimedia and Expo, 2002

Extracting coarse boundary features for video processing.
Proceedings of the 2002 IEEE International Conference on Multimedia and Expo, 2002

Global motion estimation from semi-dynamic video using motion sensors.
Proceedings of the 2002 International Conference on Image Processing, 2002

2001
Middle-tier for multimedia synchronization.
Proceedings of the 9th ACM International Conference on Multimedia 2001, Ottawa, Ontario, Canada, September 30, 2001

An integrated framework for interactive multimedia presentations in distributed multimedia systems.
Proceedings of the 9th ACM International Conference on Multimedia 2001, Ottawa, Ontario, Canada, September 30, 2001

Interactive Multimedia Presentation Management in Distributed Multimedia Systems.
Proceedings of the 2001 International Symposium on Information Technology (ITCC 2001), 2001

Stationary Background Generation In Mpeg Compressed Video Sequences.
Proceedings of the 2001 IEEE International Conference on Multimedia and Expo, 2001

1999
NetMedia: Giving Control to Distributed Multimedia Presentation Systems.
Proceedings of the 11th International Conference on Scientific and Statistical Database Management, 1999


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