Oktay Karakus - RankMe

67 papers B 2C 4Misc 3Journal 50Unranked 8

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	An oversampling method for addressing imbalanced data utilizing K-means clustering and membership-based data partitioning. Eng. Appl. Artif. Intell. Hongfang Zhou, Yating Wang, Shimiao Cui, Jiahao Tong, Xiuhong Yang, Oktay Karakus
2026	J	`jnl`	Core-Set Selection for Data-Efficient Land Cover Segmentation. IEEE Access Keiller Nogueira, Akram Zaytar, Wanli Ma, Ribana Roscher, Ronny Hänsch, Caleb Robinson, Anthony Ortiz, Simone Fobi, Rahul Dodhia, Juan M. Lavista Ferres, Oktay Karakus, Paul L. Rosin
2026	J	`jnl`	Semantic Communities and Boundary-Spanning Lyrics in K-pop: A Graph-Based Unsupervised Analysis. CoRR Oktay Karakus
2026	J	`jnl`	Structural Pass Analysis in Football: Learning Pass Archetypes and Tactical Impact from Spatio-Temporal Tracking Data. CoRR Oktay Karakus, Hasan Arkadas
2026	J	`jnl`	The Sim-to-Real Gap in MRS Quantification: A Systematic Deep Learning Validation for GABA. CoRR Zien Ma, S. M. Shermer, Oktay Karakus, Frank C. Langbein
2026	J	`jnl`	UniCrop: A Universal, Multi-Source Data Engineering Pipeline for Scalable Crop Yield Prediction. CoRR Emiliya Khidirova, Oktay Karakus
2025	J	`jnl`	(r, k, ε)-Anonymization: Privacy-Preserving Data Publishing Algorithm Based on Multi-Dimensional Outlier Detection, k-Anonymity, and ε-Differential Privacy. IEEE Access Burak Cem Kara, Can Eyupoglu, Oktay Karakus
2025	J	`jnl`	A Classification-Aware Super-Resolution Framework for Ship Targets in SAR Imagery. CoRR Ch Muhammad Awais, Marco Reggiannini, Davide Moroni, Oktay Karakus
2025	J	`jnl`	A Multi-Modal Spatial Risk Framework for EV Charging Infrastructure Using Remote Sensing. CoRR Oktay Karakus, Padraig Corcoran
2025	J	`jnl`	Adaptive Heterogeneous Mixtures of Normalising Flows for Robust Variational Inference. CoRR Benjamin Wiriyapong, Oktay Karakus, Kirill Sidorov
2025	J	`jnl`	Core-Set Selection for Data-efficient Land Cover Segmentation. CoRR Keiller Nogueira, Akram Zaytar, Wanli Ma, Ribana Roscher, Ronny Hänsch, Caleb Robinson, Anthony Ortiz, Simone Fobi Nsutezo, Rahul Dodhia, Juan M. Lavista Ferres, Oktay Karakus, Paul L. Rosin
2025	J	`jnl`	DiverseNet: Decision Diversified Semi-Supervised Semantic Segmentation Networks for Remote Sensing Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Wanli Ma, Oktay Karakus, Paul L. Rosin
2025	J	`jnl`	Feature-Space Oversampling for Addressing Class Imbalance in SAR Ship Classification. CoRR Ch Muhammad Awais, Marco Reggiannini, Davide Moroni, Oktay Karakus
2025	J	`jnl`	Integrating Semi-Supervised and Active Learning for Semantic Segmentation. CoRR Wanli Ma, Oktay Karakus, Paul L. Rosin
2025	J	`jnl`	Multi-modal Data Fusion and Deep Ensemble Learning for Accurate Crop Yield Prediction. CoRR Akshay Dagadu Yewle, Laman Mirzayeva, Oktay Karakus
2025	J	`jnl`	Patch-GAN Transfer Learning with Reconstructive Models for Cloud Removal. CoRR Wanli Ma, Oktay Karakus, Paul L. Rosin
2025	J	`jnl`	Quantifying extreme opinions on Reddit amidst the 2023 Israeli-Palestinian conflict. Nat. Lang. Process. J. Alessio Guerra, Marcello Lepre, Oktay Karakus
2025	J	`jnl`	RKFNet: A novel neural network aided robust Kalman filter. Signal Process. Pengcheng Hao, Oktay Karakus, Alin Achim
2025	J	`jnl`	Review on Sustainable Forestry with Artificial Intelligence. ACM J. Comput. Sustain. Soc. Rayan Binlajdam, Dulani Meedeniya, Charuni Kosala, Oktay Karakus, Omer F. Rana, Pablo Orozco-terWengel, Benoit Goossens, Adisorn Lertsinsrubtavee, Preechai Mekbungwan, Deepak Mishra, Charith Perera
2025	J	`jnl`	Through the Gaps: Uncovering Tactical Line-Breaking Passes with Clustering. CoRR Oktay Karakus, Hasan Arkadas
2025	J	`jnl`	TopoFormer: Integrating Transformers and ConvLSTMs for Coastal Topography Prediction. CoRR Santosh Munian, Oktay Karakus, William Russell, Gwyn Nelson
2025	J	`jnl`	What If They Took the Shot? A Hierarchical Bayesian Framework for Counterfactual Expected Goals. CoRR Mikayil Mahmudlu, Oktay Karakus, Hasan Arkadas
2024	—	`conf`	Dubline: a Deep Unfolding Network for B-Line Detection in Lung Ultrasound Images. ISBI Tianqi Yang, Nantheera Anantrasirichai, Oktay Karakus, Marco Allinovi, Hatice Ceylan Koydemir, Alin Achim
2024	C	`conf`	Knowledge Distillation for Road Detection Based on Cross-Model Semi-Supervised Learning. IGARSS Wanli Ma, Oktay Karakus, Paul L. Rosin
2024	J	`jnl`	Knowledge Distillation for Road Detection based on cross-model Semi-Supervised Learning. CoRR Wanli Ma, Oktay Karakus, Paul L. Rosin
2024	J	`jnl`	LLM-Commentator: Novel fine-tuning strategies of large language models for automatic commentary generation using football event data. Knowl. Based Syst. Alec Cook, Oktay Karakus
2024	J	`jnl`	Quantifying Extreme Opinions on Reddit Amidst the 2023 Israeli-Palestinian Conflict. CoRR Alessio Guerra, Marcello Lepre, Oktay Karakus
2024	J	`jnl`	Robust Kalman filters based on the sub-Gaussian α-stable distribution. Signal Process. Pengcheng Hao, Oktay Karakus, Alin Achim
2024	C	`conf`	Unsupervised Structural Damage Assessment from Space Using the Segment Anything Model (USDA-SAM): A Case Study of the 2023 Turkiye Earthquake. IGARSS Sudharshan Balaji, Oktay Karakus
2023	J	`jnl`	A Machine Learning Approach for Player and Position Adjusted Expected Goals in Football (Soccer). CoRR James Henry Hewitt, Oktay Karakus
2023	—	`conf`	A Semi-Supervised Learning Approach for B-Line Detection in Lung Ultrasound Images. ISBI Tianqi Yang, Nantheera Anantrasirichai, Oktay Karakus, Marco Allinovi, Alin Achim
2023	J	`jnl`	A hybrid particle-stochastic map filter. Signal Process. Pengcheng Hao, Oktay Karakus, Alin Achim
2023	J	`jnl`	Bayes-xG: Player and Position Correction on Expected Goals (xG) using Bayesian Hierarchical Approach. CoRR Alexander Scholtes, Oktay Karakus
2023	C	`conf`	Confidence Guided Semi-Supervised Learning in Land Cover Classification. IGARSS Wanli Ma, Oktay Karakus, Paul L. Rosin
2023	J	`jnl`	Confidence-Guided Semi-supervised Learning in Land Cover Classification. CoRR Wanli Ma, Oktay Karakus, Paul L. Rosin
2023	J	`jnl`	DiverseNet: Decision Diversified Semi-supervised Semantic Segmentation Networks for Remote Sensing Imagery. CoRR Wanli Ma, Oktay Karakus, Paul L. Rosin
2023	J	`jnl`	Sentiment Analysis for Measuring Hope and Fear from Reddit Posts During the 2022 Russo-Ukrainian Conflict. CoRR Alessio Guerra, Oktay Karakus
2023	J	`jnl`	Sentiment analysis for measuring hope and fear from Reddit posts during the 2022 Russo-Ukrainian conflict. Frontiers Artif. Intell. Alessio Guerra, Oktay Karakus
2022	J	`jnl`	A Generalized Gaussian Extension to the Rician Distribution for SAR Image Modeling. IEEE Trans. Geosci. Remote. Sens. Oktay Karakus, Ercan E. Kuruoglu, Alin Achim
2022	J	`jnl`	AMM-FuseNet: Attention-Based Multi-Modal Image Fusion Network for Land Cover Mapping. Remote. Sens. Wanli Ma, Oktay Karakus, Paul L. Rosin
2022	J	`jnl`	Cauchy-Rician Model for Backscattering in Urban SAR Images. IEEE Geosci. Remote. Sens. Lett. Oktay Karakus, Ercan E. Kuruoglu, Alin Achim, Mustafa A. Altinkaya
2022	J	`jnl`	High-precision Density Mapping of Marine Debris and Floating Plastics via Satellite Imagery. CoRR Henry Booth, Wanli Ma, Oktay Karakus
2022	J	`jnl`	Measuring Air Quality via Multimodal AI and Satellite Imagery. CoRR Andrew Rowley, Oktay Karakus
2022	J	`jnl`	Reinforcement Learning Approach to Clear Paths of Robots in Elevator Environment. CoRR Wanli Ma, Chaoyang Wang, Jianwei Shi, Hao Hu, Yanxue Liang, Oktay Karakus
2021	Misc	`conf`	Exploiting the Dual-Tree Complex Wavelet Transform for Ship Wake Detection in SAR Imagery. ICASSP Wanli Ma, Alin Achim, Oktay Karakus
2021	J	`jnl`	On Solving SAR Imaging Inverse Problems Using Nonconvex Regularization With a Cauchy-Based Penalty. IEEE Trans. Geosci. Remote. Sens. Oktay Karakus, Alin Achim
2021	J	`jnl`	Representation Learning via Cauchy Convolutional Sparse Coding. IEEE Access Perla Mayo, Oktay Karakus, Robin Holmes, Alin Achim
2020	C	`conf`	A Simulation Study to Evaluate the Performance of the Cauchy Proximal Operator in Despeckling SAR Images of the Sea Surface. IGARSS Oktay Karakus, Igor G. Rizaev, Alin Achim
2020	J	`jnl`	Convergence Guarantees for Non-Convex Optimisation With Cauchy-Based Penalties. IEEE Trans. Signal Process. Oktay Karakus, Perla Mayo, Alin Achim
2020	J	`jnl`	Correction to "Ship Wake Detection in SAR Images via Sparse Regularization". IEEE Trans. Geosci. Remote. Sens. Oktay Karakus, Igor G. Rizaev, Alin Achim
2020	B	`conf`	Detection Of Ship Wakes In Sar Imagery Using Cauchy Regularisation. ICIP Tianqi Yang, Oktay Karakus, Alin Achim
2020	J	`jnl`	Line Artefact Quantification in Lung Ultrasound Images of COVID-19 Patients via Non-Convex Regularisation. CoRR Oktay Karakus, Nantheera Anantrasirichai, Amazigh Aguersif, Stein Silva, Adrian Basarab, Alin Achim
2020	Misc	`conf`	Modelling Sea Clutter In Sar Images Using Laplace-Rician Distribution. ICASSP Oktay Karakus, Ercan E. Kuruoglu, Alin Achim
2020	J	`jnl`	Modelling impulsive noise in indoor powerline communication systems. Signal Image Video Process. Oktay Karakus, Ercan E. Kuruoglu, Mustafa A. Altinkaya
2020	J	`jnl`	Representation Learning via Cauchy Convolutional Sparse Coding. CoRR Perla Mayo, Oktay Karakus, Robin Holmes, Alin Achim
2020	J	`jnl`	Ship Wake Detection in SAR Images via Sparse Regularization. IEEE Trans. Geosci. Remote. Sens. Oktay Karakus, Igor G. Rizaev, Alin Achim
2020	B	`conf`	The Effect Of Sea State On Ship Wake Detectability In Simulated Sar Imagery. ICIP Igor G. Rizaev, Oktay Karakus, Stephen John Hogan, Alin Achim
2019	J	`jnl`	Generalized Bayesian Model Selection for Speckle on Remote Sensing Images. IEEE Trans. Image Process. Oktay Karakus, Ercan E. Kuruoglu, Mustafa A. Altinkaya
2019	Misc	`conf`	Ship Wake Detection in X-band SAR Images Using Sparse GMC Regularization. ICASSP Oktay Karakus, Alin Achim
2018	J	`jnl`	Beyond trans-dimensional RJMCMC with a case study in impulsive data modeling. Signal Process. Oktay Karakus, Ercan E. Kuruoglu, Mustafa A. Altinkaya
2017	J	`jnl`	Bayesian Volterra system identification using reversible jump MCMC algorithm. Signal Process. Oktay Karakus, Ercan E. Kuruoglu, Mustafa A. Altinkaya
2017	—	`conf`	Nonlinear model selection for PARMA processes using RJMCMC. EUSIPCO Oktay Karakus, Ercan E. Kuruoglu, Mustafa A. Altinkaya
2016	—	`conf`	Bayesian estimation of polynomial moving average models with unknown degree of nonlinearity. EUSIPCO Oktay Karakus, Ercan E. Kuruoglu, Mustafa A. Altinkaya
2015	—	`conf`	Estimation of the nonlinearity degree for polynomial autoregressiv processes with RJMCMC. EUSIPCO Oktay Karakus, Ercan E. Kuruoglu, Mustafa A. Altinkaya
2015	—	`conf`	Long term wind speed prediction with polynomial autoregressive model. SIU Oktay Karakus, Ercan E. Kuruoglu, Mustafa A. Altinkaya
2013	—	`conf`	The effect of convolutional encoder memory on the sphere decoding search radius in MIMO systems. SIU Oktay Karakus, Mustafa A. Altinkaya, Kagan Kilicaslan
2012	—	`conf`	European Terrestrial Digital Television standards performance comparison under AWGN channel. SIU Oktay Karakus, Serdar Özen