John Yannis Goulermas

88 papers A* 1A 2B 2C 1Journal 72Unranked 10

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	Assessing data-driven predictions of band gap and electrical conductivity for transparent conducting materials. CoRR Federico Ottomano, John Yannis Goulermas, Vladimir V. Gusev, Rahul Savani, Michael W. Gaultois, Troy D. Manning, Hai Lin, Teresa P. Manzanera, Emmeline G. Poole, Matthew S. Dyer, John B. Claridge, Jon Alaria, Luke M. Daniels, Su Varma, David Rimmer, Kevin Sanderson, Matthew J. Rosseinsky
2024	A	`conf`	Cluster Exploration Using Informative Manifold Projections. ECAI Stavros Gerolymatos, Xenophon Evangelopoulos, Vladimir V. Gusev, John Yannis Goulermas
2024	J	`jnl`	EgPDE-Net: Building Continuous Neural Networks for Time Series Prediction With Exogenous Variables. IEEE Trans. Cybern. Penglei Gao, Xi Yang, Rui Zhang, Ping Guo, John Yannis Goulermas, Kaizhu Huang
2024	J	`jnl`	Iterative Semantic Transformer by Greedy Distillation for Community Question Answering. IEEE ACM Trans. Audio Speech Lang. Process. Jinmeng Wu, Tingting Mu, Jeyarajan Thiyagalingam, Hanyu Hong, Yanbin Hao, Tianxu Zhang, John Yannis Goulermas
2023	J	`jnl`	Cluster Exploration using Informative Manifold Projections. CoRR Stavros Gerolymatos, Xenophon Evangelopoulos, Vladimir V. Gusev, John Yannis Goulermas
2023	J	`jnl`	Entropic Trust Region for Densest Crystallographic Symmetry Group Packings. SIAM J. Sci. Comput. Miloslav Torda, John Yannis Goulermas, Roland Púcek, Vitaliy Kurlin
2023	J	`jnl`	Explainable Tensorized Neural Ordinary Differential Equations for Arbitrary-Step Time Series Prediction. IEEE Trans. Knowl. Data Eng. Penglei Gao, Xi Yang, Rui Zhang, Kaizhu Huang, John Yannis Goulermas
2023	J	`jnl`	Generalized image outpainting with U-transformer. Neural Networks Penglei Gao, Xi Yang, Rui Zhang, John Yannis Goulermas, Yujie Geng, Yuyao Yan, Kaizhu Huang
2023	J	`jnl`	Memory-Aware Attentive Control for Community Question Answering With Knowledge-Based Dual Refinement. IEEE Trans. Syst. Man Cybern. Syst. Jinmeng Wu, Tingting Mu, Jeyan Thiyagalingam, John Yannis Goulermas
2023	A*	`conf`	Time Series Kernels based on Nonlinear Vector AutoRegressive Delay Embeddings. NeurIPS Giovanni de Felice, John Yannis Goulermas, Vladimir V. Gusev
2023	J	`jnl`	Towards better long-tailed oracle character recognition with adversarial data augmentation. Pattern Recognit. Jing Li, Qiu-Feng Wang, Kaizhu Huang, Xi Yang, Rui Zhang, John Yannis Goulermas
2022	J	`jnl`	EgPDE-Net: Building Continuous Neural Networks for Time Series Prediction with Exogenous Variables. CoRR Penglei Gao, Xi Yang, Kaizhu Huang, Rui Zhang, Ping Guo, John Yannis Goulermas
2022	J	`jnl`	Entropic trust region for densest crystallographic symmetry group packings. CoRR Miloslav Torda, John Yannis Goulermas, Roland Púcek, Vitaliy Kurlin
2022	J	`jnl`	Improving Image Similarity Learning by Adding External Memory. IEEE Trans. Knowl. Data Eng. Xinjian Gao, Tingting Mu, John Yannis Goulermas, Jingkuan Song, Meng Wang
2022	J	`jnl`	Process Mining Algorithm for Online Intrusion Detection System. CoRR Yinzheng Zhong, John Yannis Goulermas, Alexei Lisitsa
2021	J	`jnl`	Coarse-grained generalized zero-shot learning with efficient self-focus mechanism. Neurocomputing Guanyu Yang, Kaizhu Huang, Rui Zhang, John Yannis Goulermas, Amir Hussain
2021	J	`jnl`	Discriminative Triad Matching and Reconstruction for Weakly Referring Expression Grounding. CoRR Mingjie Sun, Jimin Xiao, Eng Gee Lim, Si Liu, John Yannis Goulermas
2021	J	`jnl`	Discriminative Triad Matching and Reconstruction for Weakly Referring Expression Grounding. IEEE Trans. Pattern Anal. Mach. Intell. Mingjie Sun, Jimin Xiao, Eng Gee Lim, Si Liu, John Yannis Goulermas
2020	J	`jnl`	An Interpretable Deep Architecture for Similarity Learning Built Upon Hierarchical Concepts. IEEE Trans. Image Process. Xinjian Gao, Tingting Mu, John Yannis Goulermas, Jeyarajan Thiyagalingam, Meng Wang
2020	J	`jnl`	Building interactive sentence-aware representation based on generative language model for community question answering. Neurocomputing Jinmeng Wu, Tingting Mu, Jeyarajan Thiyagalingam, John Yannis Goulermas
2020	J	`jnl`	Circular object arrangement using spherical embeddings. Pattern Recognit. Xenophon Evangelopoulos, Austin J. Brockmeier, Tingting Mu, John Yannis Goulermas
2020	J	`jnl`	Cross-Domain Sentiment Encoding through Stochastic Word Embedding. IEEE Trans. Knowl. Data Eng. Yanbin Hao, Tingting Mu, Richang Hong, Meng Wang, Xueliang Liu, John Yannis Goulermas
2020	—	`conf`	Inductive Generalized Zero-Shot Learning with Adversarial Relation Network. ECML/PKDD (2) Guanyu Yang, Kaizhu Huang, Rui Zhang, John Yannis Goulermas, Amir Hussain
2019	J	`jnl`	A Novel Deep Density Model for Unsupervised Learning. Cogn. Comput. Xi Yang, Kaizhu Huang, Rui Zhang, John Yannis Goulermas
2019	J	`jnl`	Continuation methods for approximate large scale object sequencing. Mach. Learn. Xenophon Evangelopoulos, Austin J. Brockmeier, Tingting Mu, John Yannis Goulermas
2019	—	`conf`	Self-focus Deep Embedding Model for Coarse-Grained Zero-Shot Classification. BICS Guanyu Yang, Kaizhu Huang, Rui Zhang, John Yannis Goulermas, Amir Hussain
2018	J	`jnl`	A new two-layer mixture of factor analyzers with joint factor loading model for the classification of small dataset problems. Neurocomputing Xi Yang, Kaizhu Huang, Rui Zhang, John Yannis Goulermas, Amir Hussain
2018	J	`jnl`	Attention driven multi-modal similarity learning. Inf. Sci. Xinjian Gao, Tingting Mu, John Yannis Goulermas, Meng Wang
2018	C	`conf`	Comparing Interrelationships Between Features and Embedding Methods for Multiple-View Fusion. FUSION Roberta Piroddi, John Yannis Goulermas, Simon Maskell, Jason F. Ralph
2018	J	`jnl`	Data Visualization with Structural Control of Global Cohort and Local Data Neighborhoods. IEEE Trans. Pattern Anal. Mach. Intell. Tingting Mu, John Yannis Goulermas, Sophia Ananiadou
2018	J	`jnl`	Evolutionary nonnegative matrix factorization with adaptive control of cluster quality. Neurocomputing Liyun Gong, Tingting Mu, Meng Wang, Hengchang Liu, John Yannis Goulermas
2018	J	`jnl`	Self-Tuned Descriptive Document Clustering Using a Predictive Network. IEEE Trans. Knowl. Data Eng. Austin J. Brockmeier, Tingting Mu, Sophia Ananiadou, John Yannis Goulermas
2018	J	`jnl`	Topic driven multimodal similarity learning with multi-view voted convolutional features. Pattern Recognit. Xinjian Gao, Tingting Mu, John Yannis Goulermas, Meng Wang
2017	A	`conf`	A Graduated Non-Convexity Relaxation for Large Scale Seriation. SDM Xenophon Evangelopoulos, Austin J. Brockmeier, Tingting Mu, John Yannis Goulermas
2017	J	`jnl`	A semi-supervised approach using label propagation to support citation screening. J. Biomed. Informatics Georgios Kontonatsios, Austin J. Brockmeier, Piotr Przybyla, John McNaught, Tingting Mu, John Yannis Goulermas, Sophia Ananiadou
2017	J	`jnl`	Computation of heterogeneous object co-embeddings from relational measurements. Pattern Recognit. Yu Wu, Tingting Mu, Panos Liatsis, John Yannis Goulermas
2017	—	`conf`	Distributed Document and Phrase Co-embeddings for Descriptive Clustering. EACL (1) Motoki Sato, Austin J. Brockmeier, Georgios Kontonatsios, Tingting Mu, John Yannis Goulermas, Jun'ichi Tsujii, Sophia Ananiadou
2017	J	`jnl`	Joint Learning of Unsupervised Dimensionality Reduction and Gaussian Mixture Model. Neural Process. Lett. Xi Yang, Kaizhu Huang, John Yannis Goulermas, Rui Zhang
2017	J	`jnl`	Quantifying the Informativeness of Similarity Measurements. J. Mach. Learn. Res. Austin J. Brockmeier, Tingting Mu, Sophia Ananiadou, John Yannis Goulermas
2017	J	`jnl`	Stochastic Multiview Hashing for Large-Scale Near-Duplicate Video Retrieval. IEEE Trans. Multim. Yanbin Hao, Tingting Mu, Richang Hong, Meng Wang, Ning An, John Yannis Goulermas
2017	J	`jnl`	Translating on pairwise entity space for knowledge graph embedding. Neurocomputing Yu Wu, Tingting Mu, John Yannis Goulermas
2017	J	`jnl`	Unsupervised t-Distributed Video Hashing and Its Deep Hashing Extension. IEEE Trans. Image Process. Yanbin Hao, Tingting Mu, John Yannis Goulermas, Jianguo Jiang, Richang Hong, Meng Wang
2016	J	`jnl`	A New Measure for Analyzing and Fusing Sequences of Objects. IEEE Trans. Pattern Anal. Mach. Intell. John Yannis Goulermas, Alexandros Kostopoulos, Tingting Mu
2016	J	`jnl`	Cross-Domain Sentiment Classification Using Sentiment Sensitive Embeddings. IEEE Trans. Knowl. Data Eng. Danushka Bollegala, Tingting Mu, John Yannis Goulermas
2016	J	`jnl`	Descriptive document clustering via discriminant learning in a co-embedded space of multilevel similarities. J. Assoc. Inf. Sci. Technol. Tingting Mu, John Yannis Goulermas, Ioannis Korkontzelos, Sophia Ananiadou
2015	J	`jnl`	Binary Data Embedding Framework for Multiclass Classification. IEEE Trans. Hum. Mach. Syst. Yuan Chi, Elias J. Griffith, John Yannis Goulermas, Jason F. Ralph
2015	—	`conf`	Evolutionary Nonnegative Matrix Factorization for Data Compression. ICIC (1) Liyun Gong, Tingting Mu, John Yannis Goulermas
2015	B	`conf`	Two-layer Mixture of Factor Analyzers with Joint Factor Loading. IJCNN Xi Yang, Kaizhu Huang, Rui Zhang, John Yannis Goulermas
2014	—	`conf`	Human activity classification using a single accelerometer. UKCI Hamzah S. AlZubi, Simon Gerrard-Longworth, Waleed Al-Nuaimy, John Yannis Goulermas, Stephen J. Preece
2014	J	`jnl`	Prototype reduction based on Direct Weighted Pruning. Pattern Recognit. Lett. Konstantinos Nikolaidis, Tingting Mu, John Yannis Goulermas
2014	J	`jnl`	Sequential Projection Pursuit with Kernel Matrix Update and Symbolic Model Selection. IEEE Trans. Cybern. Eduardo Rodríguez-Martínez, Tingting Mu, John Yannis Goulermas
2013	J	`jnl`	Automated Induction of Heterogeneous Proximity Measures for Supervised Spectral Embedding. IEEE Trans. Neural Networks Learn. Syst. Eduardo Rodríguez-Martínez, Tingting Mu, Jianmin Jiang, John Yannis Goulermas
2013	J	`jnl`	Automatic Generation of Co-Embeddings from Relational Data with Adaptive Shaping. IEEE Trans. Pattern Anal. Mach. Intell. Tingting Mu, John Yannis Goulermas
2013	—	`conf`	Binary data embedding framework for face recognition. ICDP Yuan Chi, Elias J. Griffith, John Yannis Goulermas, Jason F. Ralph
2012	J	`jnl`	Adaptive Data Embedding Framework for Multiclass Classification. IEEE Trans. Neural Networks Learn. Syst. Tingting Mu, Jianmin Jiang, Yan Wang, John Yannis Goulermas
2012	J	`jnl`	Generalized Locally Weighted GMDH for Short Term Load Forecasting. IEEE Trans. Syst. Man Cybern. Part C Ehab E. Elattar, John Yannis Goulermas, Q. Henry Wu
2012	J	`jnl`	Proximity-Based Frameworks for Generating Embeddings from Multi-Output Data. IEEE Trans. Pattern Anal. Mach. Intell. Tingting Mu, John Yannis Goulermas, Jun'ichi Tsujii, Sophia Ananiadou
2012	J	`jnl`	Spectral Graph Optimization for Instance Reduction. IEEE Trans. Neural Networks Learn. Syst. Konstantinos Nikolaidis, Eduardo Rodríguez-Martínez, John Yannis Goulermas, Q. Henry Wu
2012	J	`jnl`	Towards collaborative feature extraction for face recognition. Nat. Comput. Eduardo Rodríguez-Martínez, Konstantinos Nikolaidis, Tingting Mu, Jason F. Ralph, John Yannis Goulermas
2011	J	`jnl`	A class boundary preserving algorithm for data condensation. Pattern Recognit. Konstantinos Nikolaidis, John Yannis Goulermas, Q. H. Wu
2010	J	`jnl`	Automated nonlinear feature generation and classification of foot pressure lesions. IEEE Trans. Inf. Technol. Biomed. Tingting Mu, Todd C. Pataky, Andrew H. Findlow, Min S. H. Aung, John Yannis Goulermas
2010	J	`jnl`	Automatic induction of projection pursuit indices. IEEE Trans. Neural Networks Eduardo Rodríguez-Martínez, John Yannis Goulermas, Tingting Mu, Jason F. Ralph
2010	—	`conf`	Collaborative projection pursuit for face recognition. BIC-TA Eduardo Rodríguez-Martínez, Konstantinos Nikolaidis, Tingting Mu, Jason F. Ralph, John Yannis Goulermas
2010	J	`jnl`	Electric Load Forecasting Based on Locally Weighted Support Vector Regression. IEEE Trans. Syst. Man Cybern. Part C Ehab E. Elattar, John Yannis Goulermas, Q. Henry Wu
2010	—	`conf`	Instance Seriation for Prototype Abstraction. BIC-TA Konstantinos Nikolaidis, Eduardo Rodríguez-Martínez, John Yannis Goulermas, Q. H. Wu
2010	J	`jnl`	Pricing and Unresponsive Flows Purging for Global Rate Enhancement. J. Electr. Comput. Eng. Ghulam Abbas, Atulya K. Nagar, Hissam Tawfik, John Yannis Goulermas
2010	J	`jnl`	Spatiotemporal Visualizations for the Measurement of Oropharyngeal Transit Time From Videofluoroscopy. IEEE Trans. Biomed. Eng. Min S. H. Aung, John Yannis Goulermas, Shaheen Hamdy, Maxine Power
2009	J	`jnl`	A Comparison of Feature Extraction Methods for the Classification of Dynamic Activities From Accelerometer Data. IEEE Trans. Biomed. Eng. Stephen J. Preece, John Yannis Goulermas, Laurence P. J. Kenney, David Howard
2009	J	`jnl`	A flexible visual inspection system based on neural networks. Int. J. Syst. Sci. Panos Liatsis, John Yannis Goulermas, Xiao-Jun Zeng, Efstathios Milonidis
2009	B	`conf`	Quality of service issues and nonconvex Network Utility Maximization for inelastic services in the Internet. MASCOTS Ghulam Abbas, Atulya K. Nagar, Hissam Tawfik, John Yannis Goulermas
2008	J	`jnl`	A Hybrid Particle Swarm Branch-and-Bound (HPB) Optimizer for Mixed Discrete Nonlinear Programming. IEEE Trans. Syst. Man Cybern. Part A S. Nema, John Yannis Goulermas, G. Sparrow, Phil Cook
2008	—	`conf`	A Novel Approach to Distributed Network Utility Maximization for a Low-Loss Low-Delay Rate Control. EMS Ghulam Abbas, Atulya Nagar, Hissam Tawfik, John Yannis Goulermas
2008	J	`jnl`	An Instance-Based Algorithm With Auxiliary Similarity Information for the Estimation of Gait Kinematics From Wearable Sensors. IEEE Trans. Neural Networks John Yannis Goulermas, Andrew H. Findlow, Christopher J. Nester, Panos Liatsis, Xiao-Jun Zeng, Laurence P. J. Kenney, Philip A. Tresadern, Sibylle B. Thies, David Howard
2008	J	`jnl`	Automating the processing of cDNA microarray images. Int. J. Intell. Syst. Technol. Appl. Panos Liatsis, M. A. Nazarboland, John Yannis Goulermas, Xiao-Jun Zeng, Efstathios Milonidis
2008	J	`jnl`	Hierarchical Fuzzy Systems for Function Approximation on Discrete Input Spaces With Application. IEEE Trans. Fuzzy Syst. Xiao-Jun Zeng, John Yannis Goulermas, Panos Liatsis, Di Wang, John A. Keane
2008	J	`jnl`	Kernel regression networks with local structural information and covariance volume adaptation. Neurocomputing John Yannis Goulermas, Panos Liatsis, Xiao-Jun Zeng
2008	J	`jnl`	Rapid Prototyping for Functional Electrical Stimulation Control. IEEE Pervasive Comput. Philip A. Tresadern, Sibylle B. Thies, Laurence P. J. Kenney, David Howard, John Yannis Goulermas
2007	J	`jnl`	Density-Driven Generalized Regression Neural Networks (DD-GRNN) for Function Approximation. IEEE Trans. Neural Networks John Yannis Goulermas, Panos Liatsis, Xiao-Jun Zeng, Phil Cook
2007	J	`jnl`	Generalized Regression Neural Networks With Multiple-Bandwidth Sharing and Hybrid Optimization. IEEE Trans. Syst. Man Cybern. Part B John Yannis Goulermas, Xiao-Jun Zeng, Panos Liatsis, Jason F. Ralph
2006	—	`conf`	Artificial Neural Network Prediction Using Accelerometers to Control Upper Limb FES During Reaching and Grasping Following Stroke. EMBC Philip A. Tresadern, Sibylle B. Thies, Laurence P. J. Kenney, David Howard, John Yannis Goulermas
2005	J	`jnl`	A Constrained Nonlinear Energy Minimization Framework for the Regularization of the Stereo Correspondence Problem. IEEE Trans. Circuits Syst. Video Technol. John Yannis Goulermas, Panos Liatsis, Terrence Fernando
2005	J	`jnl`	Automated design of robust discriminant analysis classifier for foot pressure lesions using kinematic data. IEEE Trans. Biomed. Eng. John Yannis Goulermas, Andrew H. Findlow, Christopher J. Nester, David Howard, Peter Bowker
2003	J	`jnl`	A collective-based adaptive symbiotic model for surface reconstruction in area-based stereo. IEEE Trans. Evol. Comput. John Yannis Goulermas, Panos Liatsis
2002	J	`jnl`	Path planning in construction sites: performance evaluation of the Dijkstra, A Adv. Eng. Informatics Amir R. Soltani, Hissam Tawfik, John Yannis Goulermas, Terrence Fernando
2001	J	`jnl`	Hybrid symbiotic genetic optimisation for robust edge-based stereo correspondence. Pattern Recognit. John Yannis Goulermas, Panos Liatsis
2000	J	`jnl`	A new parallel feature-based stereo-matching algorithm with figural continuity preservation, based on hybrid symbiotic genetic algorithms. Pattern Recognit. John Yannis Goulermas, Panos Liatsis
1999	J	`jnl`	Incorporating Gradient Estimations in a Circle-Finding Probabilistic Hough Transform. Pattern Anal. Appl. John Yannis Goulermas, Panos Liatsis
1998	J	`jnl`	Genetically fine-tuning the Hough transform feature space, for the detection of circular objects. Image Vis. Comput. John Yannis Goulermas, Panos Liatsis