Roman Ilin - RankMe

44 papers A 1B 13C 6Misc 5Journal 11Unranked 8

Year	Rank	Type	Title / Venue / Authors
2024	A	`conf`	Design Choices for Enhancing Noisy Student Self-Training. WACV Aswathnarayan Radhakrishnan, Jim Davis, Zachary Rabin, Benjamin Lewis, Matthew Scherreik, Roman Ilin
2023	J	`jnl`	Enhancing Self-Training Methods. CoRR Aswathnarayan Radhakrishnan, Jim Davis, Zachary Rabin, Benjamin Lewis, Matthew Scherreik, Roman Ilin
2021	—	`conf`	A Framework for Semi-automatic Collection of Temporal Satellite Imagery for Analysis of Dynamic Regions. ICCVW Nicholas Kashani Motlagh, Aswathnarayan Radhakrishnan, Jim Davis, Roman Ilin
2021	J	`jnl`	Bottom-up Hierarchical Classification Using Confusion-based Logit Compression. CoRR Tong Liang, Jim Davis, Roman Ilin
2021	J	`jnl`	Detection of rare events with uncertain outcomes. Int. J. Approx. Reason. Roman Ilin
2020	Misc	`conf`	Decision Making with "Gray Swan" events. CogSIMA Galina L. Rogova, Roman Ilin
2020	—	`conf`	Deep Learning Based Domain Adaptation with Data Fusion for Aerial Image Data Analysis. ICPR Workshops (8) Jingyang Lu, Chenggang Yu, Erik Blasch, Roman Ilin, Hua-mei Chen, Dan Shen, Nichole Sullivan, Genshe Chen, Robert Kozma
2020	B	`conf`	Hierarchical Classification with Confidence using Generalized Logits. ICPR Jim Davis, Tong Liang, James Enouen, Roman Ilin
2019	—	`conf`	A Framework for Collecting and Classifying Objects in Satellite Imagery. ISVC (2) Aswathnarayan Radhakrishnan, James Cunningham, Jim Davis, Roman Ilin
2019	—	`conf`	Hierarchical Semantic Labeling with Adaptive Confidence. ISVC (2) Jim Davis, Tong Liang, James Enouen, Roman Ilin
2019	C	`conf`	Multi-Agent System for Threat Assessment and Action Selection under Uncertainty and Ambiguity. FUSION Galina L. Rogova, Roman Ilin
2019	Misc	`conf`	Reasoning and Decision Making under Uncertainty and Risk for Situation Management. CogSIMA Galina L. Rogova, Roman Ilin
2018	J	`jnl`	A Classification Refinement Strategy for Semantic Segmentation. CoRR James W. Davis, Christopher Menart, Muhammad Akbar, Roman Ilin
2018	Misc	`conf`	Action Selection Under Uncertainty and Risk Involving High Consequence Rare Events. CogSIMA Galina L. Rogova, Roman Ilin
2018	—	`conf`	Evolution of Abstraction Across Layers in Deep Learning Neural Networks. INNS Conference on Big Data Robert Kozma, Roman Ilin, Hava T. Siegelmann
2018	C	`conf`	Multi-Model Threat Assessment Involving Low Probability High Consequence Events. FUSION Roman Ilin, Galina L. Rogova
2017	B	`conf`	Abstraction hierarchy in deep learning neural networks. IJCNN Roman Ilin, Thomas Watson, Robert Kozma
2017	Misc	`conf`	Decision-making involving low probability high consequence events under risk and uncertainty. CogSIMA Roman Ilin, Galina L. Rogova
2016	C	`conf`	Classification with Concept Lattice and Choquet integral. FUSION Roman Ilin
2016	C	`conf`	Fusion of privileged features for efficient classifier training. FUSION Roman Ilin, Rauf Izmailov, Yuri Goncharov, Simon Streltsov
2015	C	`conf`	Information fusion with belief functions: A comparison of proportional conflict redistribution PCR5 and PCR6 rules for networked sensors. FUSION Roman Ilin, Erik Blasch
2015	C	`conf`	Information fusion with topological event spaces. FUSION Roman Ilin, Jun Zhang
2014	—	`conf`	Abnormal event detection in EEG imaging - Comparing predictive and model-based approaches. CIBCI Jayanta K. Dutta, Bonny Banerjee, Roman Ilin, Robert Kozma
2014	—	`conf`	Information fusion with uncertainty modeled on topological event spaces. FOCI Roman Ilin, Jun Zhang
2014	J	`jnl`	Learning with Privileged Information for Improved Target Classification. Int. J. Monit. Surveillance Technol. Res. Roman Ilin, Simon Streltsov, Rauf Izmailov
2014	B	`conf`	Phase cone detection optimization in EEG data. IJCNN Mark H. Myers, Robert Kozma, Jeffery Jonathan Davis, Roman Ilin
2013	B	`conf`	Detection of spatiotemporal phase patterns in ECoG using adaptive mixture models. IJCNN Roman Ilin, Robert Kozma
2012	B	`conf`	Cognitively motivated learning of categorical data with Modeling Fields Theory. IJCNN Roman Ilin, Robert Kozma
2012	J	`jnl`	Unsupervised Learning of Categorical Data With Competing Models. IEEE Trans. Neural Networks Learn. Syst. Roman Ilin
2011	Misc	`conf`	Dynamic Logic learning in cognitive-based situation models. CogSIMA Roman Ilin, Leonid I. Perlovsky
2011	—	`conf`	Neurally and Mathematically Motivated Architecture for Language and Cognition. BICA Leonid I. Perlovsky, Roman Ilin
2010	J	`jnl`	Cognitively Inspired Neural Network for Recognition of Situations. Int. J. Nat. Comput. Res. Roman Ilin, Leonid I. Perlovsky
2010	B	`conf`	Grounded symbols in the brain. IJCNN Leonid I. Perlovsky, Roman Ilin
2010	B	`conf`	The knowledge instinct of autonomous adaptation. IJCNN Leonid I. Perlovsky, Roman Ilin
2009	J	`jnl`	Cross-situational learning of object-word mapping using Neural Modeling Fields. Neural Networks José Fernando Fontanari, Vadim Tikhanoff, Angelo Cangelosi, Roman Ilin, Leonid I. Perlovsky
2009	B	`conf`	Sensor integration in KIV brain model for decision making. IJCNN Roman Ilin, Robert Kozma
2008	J	`jnl`	Beyond Feedforward Models Trained by Backpropagation: A Practical Training Tool for a More Efficient Universal Approximator. IEEE Trans. Neural Networks Roman Ilin, Robert Kozma, Paul J. Werbos
2008	J	`jnl`	Intentional Control for Planetary Rover SRR. Adv. Robotics Robert Kozma, Terry Huntsberger, Hrand Aghazarian, Edward W. Tunstel, Roman Ilin, Walter J. Freeman
2007	J	`jnl`	Beyond Feedforward Models Trained by Backpropagation: a Practical Training Tool for a More Efficient Universal Approximator CoRR Roman Ilin, Robert Kozma, Paul J. Werbos
2007	B	`conf`	Control of multi-stable chaotic neural networks using input constraints. IJCNN Roman Ilin, Robert Kozma
2006	B	`conf`	Cellular SRN Trained by Extended Kalman Filter Shows Promise for ADP. IJCNN Roman Ilin, Robert Kozma, Paul J. Werbos
2005	B	`conf`	Nonlinear Neurodynamics Tool for System Analysis and Application for Time Series Prediction. SMC Igor Beliaev, Roman Ilin, Robert Kozma
2005	B	`conf`	Stability conditions of the full KII model of excitatory and inhibitory neural populations. IJCNN Roman Ilin, Robert Kozma
2004	B	`conf`	Studies on the conditions of limit cycle oscillations in the K2 models of neural populations. IJCNN Roman Ilin, Robert Kozma, Walter J. Freeman