Peter Tino

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 24

Top Topics

Predictive Model

Low Dimensional

Manifold Alignment

Drift Detection

Top Venues

IEEE Trans. Knowl. Data Eng.

Publications

Peter Tino, Robert Simon Fong, Roberto Fabio Leonarduzzi
Predictive Modeling in the Reservoir Kernel Motif Space. CoRR (2024)
Giuseppe Serra, Peter Tino, Zhao Xu, Xin Yao
An Interpretable Alternative to Neural Representation Learning for Rating Prediction - Transparent Latent Class Modeling of User Reviews. CoRR (2024)
Hayatullahi Bolaji Adeyemo, Rami Bahsoon, Peter Tino
An Approach for Dynamic Behavioural Prediction and Fault Injection in Cyber-Physical Systems. BDCAT (2023)
Beata Ondrusova, Peter Tino, Jana Svehlíková
Inverse Solution Accuracy Using 12-Lead ECG vs 9 Significant Electrodes Derived by Greedy Algorithm. CinC (2023)
Abolfazl Taghribi, Kerstin Bunte, Rory Smith, Jihye Shin, Michele Mastropietro, Reynier F. Peletier, Peter Tino
LAAT: Locally Aligned Ant Technique for Discovering Multiple Faint Low Dimensional Structures of Varying Density. IEEE Trans. Knowl. Data Eng. 35 (6) (2023)
Boyu Li, Robert Simon Fong, Peter Tino
Simple Cycle Reservoirs are Universal. CoRR (2023)
Vahab Samandi, Peter Tino, Rami Bahsoon
Real-Time Workflow Scheduling in Cloud with Recursive Neural Network and List Scheduling. HAIS (2023)
Shuyi Zhang, Peter Tino, Xin Yao
Hierarchical Reduced-Space Drift Detection Framework for Multivariate Supervised Data Streams. IEEE Trans. Knowl. Data Eng. 35 (3) (2023)
Fengzhen Tang, Peter Tino, Haibin Yu
Generalized Learning Vector Quantization With Log-Euclidean Metric Learning on Symmetric Positive-Definite Manifold. IEEE Trans. Cybern. 53 (8) (2023)
Beata Ondrusova, Jana Svehlikova, Milan Tysler, Peter Tino
Greedy Selection of the Torso Electrodes for the Solution of Inverse Problem with a Single Dipole. CinC (2022)
Pietro Verzelli, Cesare Alippi, Lorenzo Livi, Peter Tino
Input-to-State Representation in Linear Reservoirs Dynamics. IEEE Trans. Neural Networks Learn. Syst. 33 (9) (2022)
Sreejita Ghosh, Elizabeth Sarah Baranowski, Michael Biehl, Wiebke Arlt, Peter Tino, Kerstin Bunte
Interpretable Models Capable of Handling Systematic Missingness in Imbalanced Classes and Heterogeneous Datasets. CoRR (2022)
Abolfazl Taghribi, Marco Canducci, Michele Mastropietro, Sven De Rijcke, Kerstin Bunte, Peter Tino
ASAP - A sub-sampling approach for preserving topological structures modeled with geodesic topographic mapping. Neurocomputing 470 (2022)
Vahab Samandi, Peter Tino, Rami Bahsoon
Duplication Scheduling with Bottom-Up Top-Down Recursive Neural Network. IDEAL (2022)
Mohammad Mohammadi, Peter Tino, Kerstin Bunte
Manifold Alignment Aware Ants: A Markovian Process for Manifold Extraction. Neural Comput. 34 (3) (2022)
Stephen Friess, Peter Tino, Stefan Menzel, Zhao Xu, Bernhard Sendhoff, Xin Yao
Spatio-Temporal Activity Recognition for Evolutionary Search Behavior Prediction. IJCNN (2022)
Marco Canducci, Abolfazl Taghribi, Michele Mastropietro, Sven De Rijcke, Reynier Peletier, Kerstin Bunte, Peter Tino
Tracking the Temporal-Evolution of Supernova Bubbles in Numerical Simulations. IDEAL (2021)
Stephen Friess, Peter Tino, Stefan Menzel, Bernhard Sendhoff, Xin Yao
Predicting CMA-ES Operators as Inductive Biases for Shape Optimization Problems. SSCI (2021)
Xinyue Chen, Yuan Shen, Eder Zavala, Krasimira Tsaneva-Atanasova, Thomas Upton, Georgina Russell, Peter Tino
SOMiMS - Topographic Mapping in the Model Space. IDEAL (2021)
Beata Ondrusova, Jana Svehlíková, Jan Zelinka, Milan Tysler, Peter Tino
Model-Based Relevance of Measuring Electrodes for the Inverse Solution with a Single Dipole. CinC (2021)
Seyma Kucukozer Cavdar, Tugba Taskaya-Temizel, Abhinav Mehrotra, Mirco Musolesi, Peter Tino
Designing Robust Models for Behaviour Prediction Using Sparse Data from Mobile Sensing: A Case Study of Office Workers' Availability for Well-being Interventions. ACM Trans. Comput. Heal. 2 (4) (2021)
Fengzhen Tang, Haifeng Feng, Peter Tino, Bailu Si, Daxiong Ji
Probabilistic learning vector quantization on manifold of symmetric positive definite matrices. Neural Networks 142 (2021)
Shuyi Zhang, Chao Pan, Liyan Song, Xiaoyu Wu, Zheng Hu, Ke Pei, Peter Tino, Xin Yao
Label-Assisted Memory Autoencoder for Unsupervised Out-of-Distribution Detection. ECML/PKDD (3) (2021)
Abdessalam Elhabbash, Rami Bahsoon, Peter Tino, Peter R. Lewis, Yehia Elkhatib
Attaining Meta-self-awareness through Assessment of Quality-of-Knowledge. ICWS (2021)