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Lance M. Kaplan
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Publications
- 2025
- [j73]Murat Sensoy
, Lance M. Kaplan
Risk-aware classification via uncertainty quantification. Expert Syst. Appl. 265: 125906 (2025) - [c139]Christian Bresciani, Luca Lavazza, Marco Cominelli, Liying Han, Gaofeng Dong, Francesco Gringoli, Lance M. Kaplan, Mani B. Srivastava, Trevor Bihl, Erik Philip Blasch, Felix J. Knutson, Federico Cerutti:
Preliminary Insights Into Resource-Constrained Neuro-Symbolic Causal Complex Event Processing. FUSION 2025: 1-8 - [c134]Alessandro Gaudenzi, Lorenzo Nodari, Lance M. Kaplan, Alessandra Russo, Murat Sensoy, Federico Cerutti:
Preliminary Investigation into Uncertainty-Aware Attack Stage Classification. SPAIML@ECAI 2025: 31-41 - [i47]Liying Han, Gaofeng Dong, Xiaomin Ouyang, Lance M. Kaplan, Federico Cerutti, Mani Srivastava:
NARCE: A Mamba-Based Neural Algorithmic Reasoner Framework for Online Complex Event Detection. CoRR abs/2502.07250 (2025) - [i45]Liying Han, Gaofeng Dong, Xiaomin Ouyang, Lance M. Kaplan, Federico Cerutti, Mani Srivastava:
Toward Foundation Models for Online Complex Event Detection in CPS-IoT: A Case Study. CoRR abs/2503.12282 (2025) - [i43]Alessandro Gaudenzi, Lorenzo Nodari, Lance M. Kaplan, Alessandra Russo, Murat Sensoy, Federico Cerutti:
Preliminary Investigation into Uncertainty-Aware Attack Stage Classification. CoRR abs/2508.00368 (2025) - 2024
- [c130]Julian de Gortari Briseno, Roko Parac, Leo Ardon, Marc Roig Vilamala, Daniel Furelos-Blanco, Lance M. Kaplan, Vinod K. Mishra, Federico Cerutti, Alun D. Preece, Alessandra Russo, Mani Srivastava:
TeamCollab: A Framework for Collaborative Perception-Cognition-Communication-Action. FUSION 2024: 1-8 - [c129]Marco Cominelli, Francesco Gringoli, Lance M. Kaplan, Mani B. Srivastava, Trevor Bihl, Erik Philip Blasch, Nandini Iyer, Federico Cerutti:
Neuro-Symbolic Fusion of Wi-Fi Sensing Data for Passive Radar with Inter-Modal Knowledge Transfer. FUSION 2024: 1-8 - [i38]Marco Cominelli, Francesco Gringoli, Lance M. Kaplan, Mani B. Srivastava, Federico Cerutti:
Accurate Passive Radar via an Uncertainty-Aware Fusion of Wi-Fi Sensing Data. CoRR abs/2407.04733 (2024) - [i37]Marco Cominelli, Francesco Gringoli, Lance M. Kaplan, Mani B. Srivastava, Trevor Bihl, Erik Philip Blasch, Nandini Iyer, Federico Cerutti:
Neuro-Symbolic Fusion of Wi-Fi Sensing Data for Passive Radar with Inter-Modal Knowledge Transfer. CoRR abs/2407.04734 (2024) - [i36]Murat Sensoy, Lance M. Kaplan, Simon Julier, Maryam Saleki, Federico Cerutti:
Risk-aware Classification via Uncertainty Quantification. CoRR abs/2412.03391 (2024) - 2023
- [j70]Marc Roig Vilamala
DeepProbCEP: A neuro-symbolic approach for complex event processing in adversarial settings. Expert Syst. Appl. 215: 119376 (2023) - [c122]Marco Cominelli
Accurate Passive Radar via an Uncertainty-Aware Fusion of Wi-Fi Sensing Data. FUSION 2023: 1-8 - [i34]Cai Davies, Marc Roig Vilamala, Alun D. Preece, Federico Cerutti, Lance M. Kaplan, Supriyo Chakraborty:
Knowledge from Uncertainty in Evidential Deep Learning. CoRR abs/2310.12663 (2023) - 2022
- [j66]Federico Cerutti
Handling epistemic and aleatory uncertainties in probabilistic circuits. Mach. Learn. 111(4): 1259-1301 (2022) - [c116]Conrad D. Hougen, Lance M. Kaplan, Magdalena Ivanovska, Federico Cerutti, Kumar Vijay Mishra, Alfred O. Hero III:
SOLBP: Second-Order Loopy Belief Propagation for Inference in Uncertain Bayesian Networks. FUSION 2022: 1-8 - [c115]Federico Cerutti, Lance M. Kaplan, Murat Sensoy:
Evidential Reasoning and Learning: a Survey. IJCAI 2022: 5418-5425 - [i30]Conrad D. Hougen
Uncertain Bayesian Networks: Learning from Incomplete Data. CoRR abs/2208.04221 (2022) - [i29]Conrad D. Hougen
SOLBP: Second-Order Loopy Belief Propagation for Inference in Uncertain Bayesian Networks. CoRR abs/2208.07368 (2022) - [i28]Pietro Baroni, Federico Cerutti, Massimiliano Giacomin, Lance M. Kaplan, Murat Sensoy
Research Note on Uncertain Probabilities and Abstract Argumentation. CoRR abs/2208.10932 (2022) - 2021
- [c110]Tianwei Xing, Luis Garcia
DeepSQA: Understanding Sensor Data via Question Answering. IoTDI 2021: 106-118 - [c109]Conrad D. Hougen
Uncertain Bayesian Networks: Learning from Incomplete Data. MLSP 2021: 1-6 - [i26]Federico Cerutti, Lance M. Kaplan, Angelika Kimmig, Murat Sensoy:
Handling Epistemic and Aleatory Uncertainties in Probabilistic Circuits. CoRR abs/2102.10865 (2021) - [i25]Marc Roig Vilamala, Tianwei Xing, Harrison Taylor, Luis Garcia, Mani B. Srivastava, Lance M. Kaplan, Alun D. Preece, Angelika Kimmig, Federico Cerutti:
Using DeepProbLog to perform Complex Event Processing on an Audio Stream. CoRR abs/2110.08090 (2021) - 2020
- [j61]Richard Tomsett
Rapid Trust Calibration through Interpretable and Uncertainty-Aware AI. Patterns 1(4): 100049 (2020) - [c108]Murat Sensoy, Lance M. Kaplan, Federico Cerutti, Maryam Saleki:
Uncertainty-Aware Deep Classifiers Using Generative Models. AAAI 2020: 5620-5627 - [c105]Lance M. Kaplan, Federico Cerutti, Murat Sensoy
Second-Order Learning and Inference using Incomplete Data for Uncertain Bayesian Networks: A Two Node Example. FUSION 2020: 1-8 - [c103]Tianwei Xing, Luis Garcia
Neuroplex: learning to detect complex events in sensor networks through knowledge injection. SenSys 2020: 489-502 - [i24]Murat Sensoy, Lance M. Kaplan, Federico Cerutti, Maryam Saleki:
Uncertainty-Aware Deep Classifiers using Generative Models. CoRR abs/2006.04183 (2020) - [i23]Marc Roig Vilamala, Harrison Taylor, Tianwei Xing, Luis Garcia, Mani B. Srivastava, Lance M. Kaplan, Alun D. Preece, Angelika Kimmig, Federico Cerutti:
A Hybrid Neuro-Symbolic Approach for Complex Event Processing. CoRR abs/2009.03420 (2020) - [i22]Dave Braines, Federico Cerutti, Marc Roig Vilamala, Mani B. Srivastava
Towards human-agent knowledge fusion (HAKF) in support of distributed coalition teams. CoRR abs/2010.12327 (2020) - 2019
- [c102]Federico Cerutti, Lance M. Kaplan, Angelika Kimmig, Murat Sensoy:
Probabilistic Logic Programming with Beta-Distributed Random Variables. AAAI 2019: 7769-7776 - [c96]Tianwei Xing, Marc Roig Vilamala, Luis Garcia
DeepCEP: Deep Complex Event Processing Using Distributed Multimodal Information. SMARTCOMP 2019: 87-92 - 2018
- [c93]Federico Cerutti
Learning and Reasoning in Complex Coalition Information Environments: A Critical Analysis. FUSION 2018: 1-8 - [i8]Lance M. Kaplan, Federico Cerutti, Murat Sensoy, Alun D. Preece, Paul Sullivan:
Uncertainty Aware AI ML: Why and How. CoRR abs/1809.07882 (2018) - [i7]Federico Cerutti, Lance M. Kaplan, Angelika Kimmig, Murat Sensoy:
Probabilistic Logic Programming with Beta-Distributed Random Variables. CoRR abs/1809.07888 (2018) - 2017
- [c82]Dave Braines
Subjective Bayesian Networks and Human-in-the-Loop Situational Understanding. GKR 2017: 29-53 - 2015
- [j37]Federico Cerutti
Subjective logic operators in trust assessment: an empirical study. Inf. Syst. Frontiers 17(4): 743-762 (2015)
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