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Authors whose works are in public domain in at least one jurisdiction

List of works by Tapani Ristaniemi

A Deep Learning Model for Automatic Sleep Scoring using Multimodality Time Series

scholarly article published 24 January 2021

A Statistical Model of Spine Shape and Material for Population-Oriented Biomechanical Simulation

scientific article

A Systematic Independent Component Analysis Approach to Extract Mismatch Negativity

A potential real-time procedure to evaluate correlation of recordings among single trials (CoRaST) for mismatch negativity (MMN) with Fourier transformation

scientific article published on 26 November 2010

A two-phase model of resource allocation in visual working memory

scientific article published on 2 March 2017

Abstracts of Presentations at the International Conference on Basic and Clinical Multimodal Imaging (BaCI), a Joint Conference of the International Society for Neuroimaging in Psychiatry (ISNIP), the International Society for Functional Source [...]

scientific article published on 24 December 2013

Action in Perception: Prominent Visuo-Motor Functional Symmetry in Musicians during Music Listening

scientific article

Advanced ICA-based receivers for block fading DS-CDMA channels

scientific article

Altered EEG Oscillatory Brain Networks During Music-Listening in Major Depression

scientific article published on 22 December 2020

An Approach for Network Outage Detection from Drive-Testing Databases

article published in 2012

An Automatic Sleep Scoring Toolbox: Multi-modality of Polysomnography Signals’ Processing

An efficient cluster-based outdoor user positioning using LTE and WLAN signal strengths

scientific article

An efficient grid-based RF fingerprint positioning algorithm for user location estimation in heterogeneous small cell networks

scientific article

Analysis of Received Signal Strength Quantization in Fingerprinting Localization

scientific article published on 04 June 2020

Analysis on subtracting projection of extracted independent components from EEG recordings

scientific article published in August 2011

Anomaly Detection Algorithms for the Sleeping Cell Detection in LTE Networks

scientific article published in May 2015

Answering six questions in extracting children's mismatch negativity through combining wavelet decomposition and independent component analysis

scientific article published on 28 June 2011

Asymmetric radio resource allocation scheme for OFDMA wireless networks with collaborative relays

scientific article

Asymmetric resource allocation for collaborative relay OFDMA networks with imperfect CSI

scientific article published in August 2013

Automated detection and localization system of myocardial infarction in single-beat ECG using Dual-Q TQWT and wavelet packet tensor decomposition

scientific article published on 05 October 2019

Automatic sleep scoring: A deep learning architecture for multi-modality time series

scientific article published on 04 November 2020

Benefits of multi-domain feature of mismatch negativity extracted by non-negative tensor factorization from EEG collected by low-density array

scientific article published in December 2012

Can back-projection fully resolve polarity indeterminacy of independent component analysis in study of event-related potential?

scientific article

Classifying Healthy Children and Children with Attention Deficit through Features Derived from Sparse and Nonnegative Tensor Factorization Using Event-Related Potential

Cluster-Based RF Fingerprint Positioning Using LTE and WLAN Signal Strengths

scientific article

Cluster-based RF fingerprint positioning using LTE and WLAN outdoor signals

scientific article

Collaborative Mobile Clouds: An Energy Efficient Paradigm for Content Sharing

Collaborative Mobile Clusters

Combining PCA and multiset CCA for dimension reduction when group ICA is applied to decompose naturalistic fMRI data

scientific article

Concatenated trial based Hilbert-Huang transformation on event-related potentials

scientific article

Context-aware data caching for 5G heterogeneous small cells networks

scientific article published in May 2016

Corrigendum to 'Automated detection and localization system of myocardial infarction in single-beat ECG using Dual-Q TQWT and wavelet packet tensor decomposition' [Computer Methods and Programs in Biomedicine 184 (2020) 105120]

scientific article published on 10 October 2020

Data model conversion for independent component analysis to extract brain signals

scientific article

Data offloading and task allocation for cloudlet-assisted ad hoc mobile clouds

scientific article

Deriving Electrophysiological Brain Network Connectivity via Tensor Component Analysis During Freely Listening to Music

scientific article published on 18 December 2019

Detection of Myocardial Infarction from Multi-lead ECG using Dual-Q Tunable Q-Factor Wavelet Transform

scientific article published on 01 July 2019

Determination of the Time Window of Event-Related Potential Using Multiple-Set Consensus Clustering

scientific article published on 21 October 2020

Determining the number of sources in high-density EEG recordings of event-related potentials by model order selection

Diffusion map for clustering fMRI spatial maps extracted by independent component analysis

scholarly article published September 2013

Dimension reduction: additional benefit of an optimal filter for independent component analysis to extract event-related potentials.

scientific article

Discovering dynamic task-modulated functional networks with specific spectral modes using MEG

scientific article published on 20 May 2020

Dissociable Effects of Reward on P300 and EEG Spectra Under Conditions of High vs. Low Vigilance During a Selective Visual Attention Task

scientific article published on 24 June 2020

Distinct Patterns of Functional Connectivity During the Comprehension of Natural, Narrative Speech

scientific article published on 01 March 2020

Distributed Resource Allocation for Energy Efficiency in OFDMA Multicell Networks With Wireless Power Transfer

scientific article

Distributed Road Surface Condition Monitoring Using Mobile Phones

scientific article

EEG source estimation in a rare patient with cold-induced reflex epilepsy

scientific article published on 07 August 2020

ERP denoising in multichannel EEG data using contrasts between signal and noise subspaces.

scientific article

ERP qualification exploiting waveform, spectral and time-frequency infomax

scientific article

Effect of Parametric Variation of Center Frequency and Bandwidth of Morlet Wavelet Transform on Time-Frequency Analysis of Event-Related Potentials

scientific article

Efficient Power Allocation for Multi-Cell Uplink NOMA Network

scientific article

Efficient Use of Multicast and Unicast in Collaborative OFDMA Mobile Cluster

scientific article published in June 2013

Energy Efficient Optimization for Wireless Virtualized Small Cell Networks With Large-Scale Multiple Antenna

scientific article

Energy Efficient Power Allocation for Collaborative Mobile Clouds with Information and Power Transfer

scientific article published in 2014

Energy Efficient Resource Allocation for Wireless Power Transfer Enabled Collaborative Mobile Clouds

scientific article

Energy efficiency of Unicast Support Multicast with QoS guarantee

scientific article published in August 2013

Energy efficient and distributed resource allocation for wireless powered OFDMA multi-cell networks

Energy efficient optimisation for large‐scale multiple‐antenna system with WPT

Energy efficient resource allocation for OFDMA two-way relay networks with channel estimation error

scientific article published in October 2015

Energy efficient resource allocation for collaborative mobile cloud with hybrid receiver

scientific article published in April 2014

Energy efficient resource allocation for secure OFDMA relay systems with eavesdropper

scientific article published in May 2016

Energy efficient user grouping and scheduling for collaborative mobile cloud

scientific article published in June 2014

Energy-Efficient Resource Allocation and User Scheduling for Collaborative Mobile Clouds With Hybrid Receivers

scientific article

Energy-Efficient Resource Allocation for Wireless Powered Massive MIMO System With Imperfect CSI

scientific article published in June 2017

Energy-Efficient Resource Optimization with Wireless Power Transfer for Secure NOMA Systems

scientific article

Energy-Efficient and Secure Resource Allocation for Multiple-Antenna NOMA With Wireless Power Transfer

scientific article

Energy-efficient resource allocation for OFDMA two-way relay networks with imperfect CSI

Energy-efficient resource allocation in cognitive D2D communications: A game-theoretical and matching approach

scientific article published in May 2016

Event-related potentials to unattended changes in facial expressions: detection of regularity violations or encoding of emotions?

scientific article

Examining stability of independent component analysis based on coefficient and component matrices for voxel-based morphometry of structural magnetic resonance imaging

scientific article published on 20 March 2018

Exploiting ongoing EEG with multilinear partial least squares during free-listening to music

scientific article

Exploring Frequency-Dependent Brain Networks from Ongoing EEG Using Spatial ICA During Music Listening

scientific article published on 02 March 2020

Exploring Frequency-dependent Brain Networks from ongoing EEG using Spatial ICA during music listening

Extension of deflection coefficient for linear fusion of quantized reports in cooperative sensing

scientific article

Extract Mismatch Negativity and P3a through Two-Dimensional Nonnegative Decomposition on Time-Frequency Represented Event-Related Potentials

Extracting multi-mode ERP features using fifth-order nonnegative tensor decomposition

scientific article published on 02 August 2018

FRET biosensor allows spatio-temporal observation of shear stress-induced polar RhoGDIα activation

Fast Implementation of Double-coupled Nonnegative Canonical Polyadic Decomposition

scientific article

Feature Extraction by Nonnegative Tucker Decomposition from EEG Data Including Testing and Training Observations

From Vivaldi to Beatles and back: predicting lateralized brain responses to music

scientific article

Functional connectivity of major depression disorder using ongoing EEG during music perception

scientific article published on 30 July 2020

Gear classification and fault detection using a diffusion map framework

article by Tuomo Sipola et al published February 2015 in Pattern Recognition Letters

Generalization of Linked Canonical Polyadic Tensor Decomposition for Group Analysis

scientific article

Genetic algorithm optimized grid-based RF fingerprint positioning in heterogeneous small cell networks

scientific article

Group analysis of ongoing EEG data based on fast double-coupled nonnegative tensor decomposition

scientific article published on 13 November 2019

Guest Editorial

Handover and Uplink Power Control Performance in the 3.84 Mcps TDD mode of UTRA Network

scientific article

Higher-order Nonnegative CANDECOMP/PARAFAC Tensor Decomposition Using Proximal Algorithm

scientific article

Hilbert-Huang versus Morlet wavelet transformation on mismatch negativity of children in uninterrupted sound paradigm

scientific article

How to validate similarity in linear transform models of event-related potentials between experimental conditions?

scientific article

Identical fits of nonnegative matrix/tensor factorization may correspond to different extracted event-related potentials

Improving RF Fingerprinting Methods by Means of D2D Communication Protocol

Incentive Mechanism for Edge-Computing-Based Blockchain

scientific article

Incentive Mechanism for Resource Allocation in Wireless Virtualized Networks with Multiple Infrastructure Providers

scientific article

Increasing Stability of EEG Components Extraction Using Sparsity Regularized Tensor Decomposition

scientific article

Joint Local Quantization and Linear Cooperation in Spectrum Sensing for Cognitive Radio Networks

scientific article

Joint Spectral and Energy Efficiency Optimization for Downlink NOMA Networks

scientific article

Key issues in decomposing fMRI during naturalistic and continuous music experience with independent component analysis.

scientific article

Learn to Cache: Machine Learning for Network Edge Caching in the Big Data Era

Linking Brain Responses to Naturalistic Music Through Analysis of Ongoing EEG and Stimulus Features

article

Low-rank approximation based non-negative multi-way array decomposition on event-related potentials.

scientific article published on 14 May 2014

Lung CT Image Registration through Landmark-constrained Learning with Convolutional Neural Network

scientific article published on 01 July 2020

Measuring the Task Induced Oscillatory Brain Activity Using Tensor Decomposition

scientific article

Modeling and Mitigating Errors in Belief Propagation for Distributed Detection

scientific article

Multi-domain Feature of Event-Related Potential Extracted by Nonnegative Tensor Factorization: 5 vs. 14 Electrodes EEG Data

Multi-domain Features of the Non-phase-locked Component of Interest Extracted from ERP Data by Tensor Decomposition

scientific article published on 26 December 2019

Multi-domain feature extraction for small event-related potentials through nonnegative multi-way array decomposition from low dense array EEG.

scientific article published on 3 March 2013

Multi-modality of polysomnography signals’ fusion for automatic sleep scoring

Multimedia Broadcast Multicast Service Performance and its Enhancements in WCDMA Networks

scientific article

Multiobjective Optimization for Computation Offloading in Fog Computing

Network Entropy for the Sequence Analysis of Functional Connectivity Graphs of the Brain

scientific article published on 25 April 2018

Non-negative matrix factorization Vs. FastICA on mismatch negativity of children

scientific article

On application of kernel PCA for generating stimulus features for fMRI during continuous music listening

scientific article published on 26 March 2018

Operator Revenue Analysis for Device-to-Device Communications Overlaying Cellular Network

scientific article

Optimal Buffer Resource Allocation in Wireless Caching Networks

scientific article

Optimal imaging of multi-channel EEG features based on a novel clustering technique for driver fatigue detection

scientific article

Optimization of Linearized Belief Propagation for Distributed Detection

scientific article

Performance Analysis of IEEE 802.11ac DCF with Hidden Nodes

scientific article published in May 2012

Performance of receive diversity and LMMSE chip equalization in WCDMA HSDPA network

scientific article

Power efficient multicast transmission framework with QoS awareness

scientific article published in October 2013

Queueing Game for Spectrum Access in Cognitive Radio Networks

scientific article

Radio resource allocation for cooperative relay-assisted OFDMA wireless networks

scientific article published in November 2011

Random Interruptions in Cooperation for Spectrum Sensing in Cognitive Radio Networks

scientific article

Reducing energy consumption via cooperative OFDMA mobile clusters

scientific article published in September 2012

Registration-based Construction of a Whole-body Human Phantom Library for Anthropometric Modeling

scientific article published on 01 July 2020

Resource allocation and data offloading for energy efficiency in wireless power transfer enabled collaborative mobile clouds

scientific article published in April 2015

Resource allocation for cooperative relay-assisted OFDMA networks with imperfect CSI

scientific article published in October 2012

Response to Discussion on Y. Zhu, X. Wang, K. Mathiak, P. Toiviainen, T. Ristaniemi, J. Xu, Y. Chang and F. Cong, Altered EEG Oscillatory Brain Networks During Music-Listening in Major Depression, International Journal of Neural Systems, Vol. 31, No.

scientific article

Retro-dimension-cue benefit in visual working memory

scientific article published on 24 October 2016

Second order impropriety based complex-valued algorithm for frequency-domain blind separation of convolutive speech mixtures

scientific article

Second-order improperness in frequency-domain colored signal model

scientific article

Secrecy Analysis and Learning-Based Optimization of Cooperative NOMA SWIPT Systems

scientific article

Secure and Energy-Efficient Resource Allocation for Wireless Power Enabled Full-/Half-Duplex Multiple-Antenna Relay Systems

scientific article

Semi-blind independent component analysis of functional MRI elicited by continuous listening to music

Sequence-based detection of sleeping cell failures in mobile networks

scientific article

Sequential nonnegative tucker decomposition on multi-way array of time-frequency transformed event-related potentials

Service Provisioning and User Association for Heterogeneous Wireless Railway Networks

scientific article

Service provisioning with multiple service providers in 5G ultra-dense small cell networks

scientific article

Simultaneous harvest-and-transmit ambient backscatter communications under Rayleigh fading

Single-trial based independent component analysis on mismatch negativity in children

scientific article

Spatiotemporal Dynamical Analysis of Brain Activity During Mental Fatigue Process

scientific article

Sustaining Attention for a Prolonged Duration Affects Dynamic Organizations of Frequency-Specific Functional Connectivity

scientific article published on 14 September 2020

Temporal-spatial characteristics of phase-amplitude coupling in electrocorticogram for human temporal lobe epilepsy

scientific article

Tensor decomposition of EEG signals: a brief review

scientific article published on April 2015

The Max-Product Algorithm Viewed as Linear Data-Fusion: A Distributed Detection Scenario

scientific article

The impact of visual working memory capacity on the filtering efficiency of emotional face distractors

scientific article published on 17 August 2018

The reliability of continuous brain responses during naturalistic listening to music.

scientific article

Towards Service-Oriented 5G: Virtualizing the Networks for Everything-as-a-Service

scientific article

Towards proactive context-aware self-healing for 5G networks

scientific article

Transient seizure onset network for localization of epileptogenic zone: effective connectivity and graph theory-based analyses of ECoG data in temporal lobe epilepsy

scientific article published on 25 January 2019

Uplink DPCCH Gating of Inactive UEs in Continuous Packet Connectivity Mode for HSUPA

scientific article

User-cell association in heterogenous small cell networks: A context-aware approach

scientific article published in November 2015

Validating rationale of group-level component analysis based on estimating number of sources in EEG through model order selection.

scientific article

VoIP end-to-end performance in HSPA with packet age aided HSDPA scheduling

scientific article

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