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Juho Kanniainen — most-cited papers & profile · Time Series
← authors
·
overview
Juho Kanniainen
13
papers ·
70
citations ·
20
h-index
Tampere University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Tensor Representation in High-Frequency Financial Data for Price Change Prediction
2017 · 40 citations
Multi-head Temporal Attention-Augmented Bilinear Network for Financial time series prediction
2022 · 12 citations
Using Deep Learning for price prediction by exploiting stationary limit order book features
2018 · 8 citations
Data-driven Neural Architecture Learning For Financial Time-series Forecasting
2019 · 8 citations
Bilinear Input Normalization for Neural Networks in Financial Forecasting
2021 · 2 citations
Foundation Time-Series AI Model for Realized Volatility Forecasting
2025
Time-Series Foundation AI Model for Value-at-Risk Forecasting
2024
Temporal Attention augmented Bilinear Network for Financial Time-Series Data Analysis
2017
Temporal Logistic Neural Bag-of-Features for Financial Time series Forecasting leveraging Limit Order Book Data
2019
Data Normalization for Bilinear Structures in High-Frequency Financial Time-series
2020
Predicting the State of Synchronization of Financial Time Series using Cross Recurrence Plots
2022
Optimum Output Long Short-Term Memory Cell for High-Frequency Trading Forecasting
2023
Forecasting Emergency Department Crowding with Advanced Machine Learning Models and Multivariable Input
2023
Top co-authors
Alexandros Iosifidis
· 9
Moncef Gabbouj
· 8
Martin Magris
· 4
Dat Thanh Tran
· 3
Dat Thanh Tran
· 3
Anastasios Tefas
· 2
Anubha Goel
· 2
Mostafa Shabani
· 2
Nikolaos Passalis
· 2
Puneet Pasricha
· 2
Adamantios Ntakaris
· 1
Antti Roine
· 1
Topics
Domain — Finance
Foundation Models
Transformer Forecasters
cs.LG
q-fin.CP
stat.ML
cs.CE
q-fin.ST
Domain — Healthcare
Probabilistic