Anton Akusok - RankMe

39 papers B 4C 1Journal 21Unranked 13

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Private linear equation solving: An application to federated learning and extreme learning machines. J. Comput. Sci. Daniel Heinlein, Anton Akusok, Kaj-Mikael Björk, Leonardo Espinosa-Leal
2024	—	`conf`	Sharing non-reversible data statistics for fast and secure Federated learning native to Extreme Learning Machine. PETRA Anton Akusok, Leonardo Espinosa Leal, Kaj-Mikael Björk
2023	—	`conf`	Acid Sulfate Soils Classification and Prediction from Environmental Covariates Using Extreme Learning Machines. IWANN (1) Tamirat Atsemegiorgis, Leonardo Espinosa Leal, Amaury Lendasse, Stefan Mattbäck, Kaj-Mikael Björk, Anton Akusok
2023	—	`conf`	Native interaction experience for computational maps with mobile devices. PETRA Anton Akusok, Leonardo Espinosa Leal, Kaj-Mikael Björk, Renjie Hu
2021	—	`conf`	Handwriting features based detection of fake signatures. PETRA Anton Akusok, Leonardo Espinosa Leal, Kaj-Mikael Björk, Amaury Lendasse, Renjie Hu
2019	J	`jnl`	A Web Page Classifier Library Based on Random Image Content Analysis Using Deep Learning. CoRR Leonardo Espinosa Leal, Kaj-Mikael Björk, Amaury Lendasse, Anton Akusok
2019	J	`jnl`	Comparison of Classification Methods for Very High-Dimensional Data in Sparse Random Projection Representation. CoRR Anton Akusok, Emil Eirola
2019	J	`jnl`	Extreme Learning Tree. CoRR Anton Akusok, Emil Eirola, Kaj-Mikael Björk, Amaury Lendasse
2019	J	`jnl`	Incremental ELMVIS for unsupervised learning. CoRR Anton Akusok, Emil Eirola, Yoan Miche, Ian Oliver, Kaj-Mikael Björk, Andrey Gritsenko, Stephen Baek, Amaury Lendasse
2019	J	`jnl`	Mislabel Detection of Finnish Publication Ranks. CoRR Anton Akusok, Mirka Saarela, Tommi Kärkkäinen, Kaj-Mikael Björk, Amaury Lendasse
2019	J	`jnl`	Per-sample Prediction Intervals for Extreme Learning Machines. CoRR Anton Akusok, Yoan Miche, Kaj-Mikael Björk, Amaury Lendasse
2019	J	`jnl`	Per-sample prediction intervals for extreme learning machines. Int. J. Mach. Learn. Cybern. Anton Akusok, Yoan Miche, Kaj-Mikael Björk, Amaury Lendasse
2019	J	`jnl`	Spiking Networks for Improved Cognitive Abilities of Edge Computing Devices. CoRR Anton Akusok, Kaj-Mikael Björk, Leonardo Espinosa Leal, Yoan Miche, Renjie Hu, Amaury Lendasse
2019	—	`conf`	Spiking networks for improved cognitive abilities of edge computing devices. PETRA Anton Akusok, Kaj-Mikael Björk, Leonardo Espinosa Leal, Yoan Miche, Renjie Hu, Amaury Lendasse
2018	—	`conf`	A Web Page Classifier Library Based on Random Image Content Analysis Using Deep Learning. PETRA Leonardo Espinosa Leal, Kaj-Mikael Björk, Amaury Lendasse, Anton Akusok
2018	J	`jnl`	Adaptive and online network intrusion detection system using clustering and Extreme Learning Machines. J. Frankl. Inst. Setareh Roshan, Yoan Miche, Anton Akusok, Amaury Lendasse
2018	—	`conf`	Comparison of Classification Methods for Very High-Dimensional Data in Sparse Random Projection Representation. ELM Anton Akusok, Emil Eirola
2018	B	`conf`	ELM-SOM: A Continuous Self-Organizing Map for Visualization. IJCNN Renjie Hu, Venous Roshdibenam, Hans J. Johnson, Emil Eirola, Anton Akusok, Yoan Miche, Kaj-Mikael Björk, Amaury Lendasse
2018	J	`jnl`	Extreme Learning Machines for VISualization+R: Mastering Visualization with Target Variables. Cogn. Comput. Andrey Gritsenko, Anton Akusok, Stephen Baek, Yoan Miche, Amaury Lendasse
2017	J	`jnl`	Adding reliability to ELM forecasts by confidence intervals. Neurocomputing Anton Akusok, Andrey Gritsenko, Yoan Miche, Kaj-Mikael Björk, Rui Nian, Paula Lauren, Amaury Lendasse
2017	B	`conf`	Advanced query strategies for Active Learning with Extreme Learning Machines. ESANN Anton Akusok, Emil Eirola, Yoan Miché, Andrey Gritsenko, Amaury Lendasse
2017	—	`conf`	Brute-force Missing Data Extreme Learning Machine for Predicting Huntington's Disease. PETRA Anton Akusok, Emil Eirola, Kaj-Mikael Björk, Yoan Miché, Hans J. Johnson, Amaury Lendasse
2017	C	`conf`	Practical Estimation of Mutual Information on Non-Euclidean Spaces. CD-MAKE Yoan Miche, Ian Oliver, Wei Ren, Silke Holtmanns, Anton Akusok, Amaury Lendasse
2016	J	`jnl`	Brain MRI morphological patterns extraction tool based on Extreme Learning Machine and majority vote classification. Neurocomputing Maite Termenon, Manuel Graña, Alexandre Savio, Anton Akusok, Yoan Miche, Kaj-Mikael Björk, Amaury Lendasse
2016	B	`conf`	Combined nonlinear visualization and classification: ELMVIS++C. IJCNN Andrey Gritsenko, Anton Akusok, Yoan Miché, Kaj-Mikael Björk, Stephen Baek, Amaury Lendasse
2016	—	`conf`	Data Anonymization as a Vector Quantization Problem: Control Over Privacy for Health Data. CD-ARES Yoan Miché, Ian Oliver, Silke Holtmanns, Aapo Kalliola, Anton Akusok, Amaury Lendasse, Kaj-Mikael Björk
2016	J	`jnl`	ELMVIS+: Fast nonlinear visualization technique based on cosine distance and extreme learning machines. Neurocomputing Anton Akusok, Stephen Baek, Yoan Miché, Kaj-Mikael Björk, Rui Nian, Paula Lauren, Amaury Lendasse
2016	J	`jnl`	Extreme learning machine for missing data using multiple imputations. Neurocomputing Dusan Sovilj, Emil Eirola, Yoan Miche, Kaj-Mikael Björk, Rui Nian, Anton Akusok, Amaury Lendasse
2015	J	`jnl`	Arbitrary Category Classification of Websites Based on Image Content. IEEE Comput. Intell. Mag. Anton Akusok, Yoan Miche, Juha Karhunen, Kaj-Mikael Björk, Rui Nian, Amaury Lendasse
2015	—	`conf`	Efficient Skin Segmentation via Neural Networks: HP-ELM and BD-SOM. INNS Conference on Big Data C. Swaney, Anton Akusok, Kaj-Mikael Björk, Yoan Miché, Amaury Lendasse
2015	—	`conf`	Extreme Learning Machines for Multiclass Classification: Refining Predictions with Gaussian Mixture Models. IWANN (2) Emil Eirola, Andrey Gritsenko, Anton Akusok, Kaj-Mikael Björk, Yoan Miche, Dusan Sovilj, Rui Nian, Bo He, Amaury Lendasse
2015	J	`jnl`	High-Performance Extreme Learning Machines: A Complete Toolbox for Big Data Applications. IEEE Access Anton Akusok, Kaj-Mikael Björk, Yoan Miché, Amaury Lendasse
2015	J	`jnl`	MD-ELM: Originally Mislabeled Samples Detection using OP-ELM Model. Neurocomputing Anton Akusok, David Veganzones, Yoan Miché, Kaj-Mikael Björk, Philippe du Jardin, Eric Séverin, Amaury Lendasse
2015	J	`jnl`	SOM-ELM - Self-Organized Clustering using ELM. Neurocomputing Yoan Miché, Anton Akusok, David Veganzones, Kaj-Mikael Björk, Eric Séverin, Philippe du Jardin, Maite Termenon, Amaury Lendasse
2014	J	`jnl`	A Two-Stage Methodology Using K-NN and False-Positive Minimizing ELM for Nominal Data Classification. Cogn. Comput. Anton Akusok, Yoan Miche, Jozsef Hegedus, Rui Nian, Amaury Lendasse
2014	B	`conf`	Finding Originally Mislabels with MD-ELM. ESANN Anton Akusok, David Veganzones, Yoan Miché, Eric Séverin, Amaury Lendasse
2013	—	`conf`	Extreme Learning Machine: A Robust Modeling Technique? Yes! IWANN (1) Amaury Lendasse, Anton Akusok, Olli Simula, Francesco Corona, Mark van Heeswijk, Emil Eirola, Yoan Miche
2013	J	`jnl`	Extreme Learning Machines. IEEE Intell. Syst. Erik Cambria, Guang-Bin Huang, Liyanaarachchi Lekamalage Chamara Kasun, Hongming Zhou, Chi-Man Vong, Jiarun Lin, Jianping Yin, Zhiping Cai, Qiang Liu, Kuan Li, Victor C. M. Leung, Liang Feng, Yew-Soon Ong, Meng-Hiot Lim, Anton Akusok, Amaury Lendasse, Francesco Corona, Rui Nian, Yoan Miche, Paolo Gastaldo, Rodolfo Zunino, Sergio Decherchi, Xuefeng Yang, Kezhi Mao, Beom-Seok Oh, Je-Hyoung Jeon, Kar-Ann Toh, Andrew Beng Jin Teoh, Jaihie Kim, Hanchao Yu, Yiqiang Chen, Junfa Liu
2012	—	`conf`	Fast variable selection for memetracker phrases time series prediction. PETRA Yoan Miche, Tatiana Chistiakova, Anton Akusok, Amaury Lendasse, Rui Nian, Alberto Guillén