| 2020 | ICONIP | Identifying Task-Based Dynamic Functional Connectivity Using Tensor Decomposition. | Wenya Liu, Xiulin Wang, Tapani Ristaniemi, Fengyu Cong |
| 2020 | ISNN | Multi-resolution Statistical Shape Models for Multi-organ Shape Modelling. | Zhonghua Chen, Tapani Ristaniemi, Fengyu Cong, Hongkai Wang |
| 2019 | GLOBECOM | Towards Intelligent IoT Networks: Reinforcement Learning for Reliable Backscatter Communications. | Furqan Jameel, Wali Ullah Khan, Syed Tariq Shah, Tapani Ristaniemi |
| 2019 | ICASSP | Higher-order Nonnegative CANDECOMP/PARAFAC Tensor Decomposition Using Proximal Algorithm. | Deqing Wang, Fengyu Cong, Tapani Ristaniemi |
| 2019 | ICASSP | Fast Implementation of Double-coupled Nonnegative Canonical Polyadic Decomposition. | Xiulin Wang, Tapani Ristaniemi, Fengyu Cong |
| 2019 | ICASSP | Measuring the Task Induced Oscillatory Brain Activity Using Tensor Decomposition. | Yongjie Zhu, Xueqiao Li, Tapani Ristaniemi, Fengyu Cong |
| 2019 | IPIN | Positioning Error Prediction and Training Data Evaluation in RF Fingerprinting Method. | Syed Khandker, Riaz Mondal, Tapani Ristaniemi |
| 2019 | ISNN | Generalization of Linked Canonical Polyadic Tensor Decomposition for Group Analysis. | Xiulin Wang, Chi Zhang, Tapani Ristaniemi, Fengyu Cong |
| 2019 | VTC | Efficient Power Allocation for Multi-Cell Uplink NOMA Network. | Wali Ullah Khan, Furqan Jameel, Tapani Ristaniemi, Basem M. ElHalawany, Ju Liu |
| 2018 | GLOBECOM | Outage Analysis of Relay-Aided Non-Orthogonal Multiple Access with Partial Relay Selection. | Furqan Jameel, Shurjeel Wyne, Syed Junaid Nawaz, Zheng Chang, Tapani Ristaniemi |
| 2018 | ISNN | Increasing Stability of EEG Components Extraction Using Sparsity Regularized Tensor Decomposition. | Deqing Wang, Xiaoyu Wang, Yongjie Zhu, Petri Toiviainen, Minna Huotilainen, Tapani Ristaniemi, Fengyu Cong |
| 2018 | VTC | Intercept Probability Analysis of Wireless Powered Relay System in kappa-mu Fading. | Furqan Jameel, Zheng Chang, Tapani Ristaniemi |
| 2018 | VTC | Reliable and Privacy-Preserving Task Recomposition for Crowdsensing in Vehicular Fog Computing. | Biying Wang, Zheng Chang, Zhenyu Zhou, Tapani Ristaniemi |
| 2018 | WCNC | Resource allocation for wireless virtualized hetnet with caching and hybrid energy supply. | Zheng Chang, Chunlei Jing, Xijuan Guo, Zhu Han, Tapani Ristaniemi |
| 2018 | WCNC | Socially-aware content delivery for device-to-device communications underlay cellular networks. | Yun Hu, Zheng Chang, Zhenyu Zhou, Chen Xu, Tapani Ristaniemi |
| 2017 | GLOBECOM | Energy Efficient Optimization for Computation Offloading in Fog Computing System. | Zheng Chang, Zhenyu Zhou, Tapani Ristaniemi, Zhisheng Niu |
| 2017 | ISCC | Multi-objective optimization for computation offloading in mobile-edge computing. | Liqing Liu, Zheng Chang, Xijuan Guo, Tapani Ristaniemi |
| 2017 | WiOpt | Energy efficient and distributed resource allocation for wireless powered OFDMA multi-cell networks. | Zheng Chang, Zhongyu Wang, Xijuan Guo, Zhu Han, Tapani Ristaniemi |
| 2016 | GLOBECOM | Optimal Multiband Cooperative Spectrum Sensing with Random Interruptions. | Younes Abdi, Tapani Ristaniemi |
| 2016 | GLOBECOM | Energy Efficient Resource Allocation for Wireless Power Transfer Enabled Massive MIMO System. | Zheng Chang, Zhongyu Wang, Xijuan Guo, Zhu Han, Tapani Ristaniemi |
| 2016 | ISNN | Individual Independent Component Analysis on EEG: Event-Related Responses Vs. Difference Wave of Deviant and Standard Responses. | Tiantian Yang, Fengyu Cong, Zheng Chang, Youyi Liu, Tapani Ristaniemi, Hong Li |
| 2015 | IJCNN | Combining PCA and multiset CCA for dimension reduction when group ICA is applied to decompose naturalistic fMRI data. | Valeri Tsatsishvili, Fengyu Cong, Petri Toiviainen, Tapani Ristaniemi |
| 2015 | INFOCOM | Resource allocation and data offloading for energy efficiency in wireless power transfer enabled collaborative mobile clouds. | Zheng Chang, Jie Gong, Zhenyu Zhou, Tapani Ristaniemi, Zhisheng Niu |
| 2015 | IWCMC | Location accuracy impact on cell outage detection in LTE-A networks. | Sergey Chernov, Dmitry Petrov, Tapani Ristaniemi |
| 2015 | PIMRC | Linear fusion of interrupted reports in cooperative spectrum sensing for cognitive radio networks. | Younes Abdi, Tapani Ristaniemi |
| 2015 | PIMRC | Service provisioning with multiple service providers in 5G ultra-dense small cell networks. | Zheng Chang, Kun Zhu, Zhenyu Zhou, Tapani Ristaniemi |
| 2015 | PIMRC | An efficient cluster-based outdoor user positioning using LTE and WLAN signal strengths. | Riaz Uddin Mondal, Jussi Turkka, Tapani Ristaniemi |
| 2015 | VTC | Anomaly Detection Algorithms for the Sleeping Cell Detection in LTE Networks. | Sergey Chernov, Michael Cochez, Tapani Ristaniemi |
| 2015 | VTC | Generic Architecture for Minimizing Drive Tests in Heterogeneous Networks. | Tuomas Hiltunen, Riaz Uddin Mondal, Jussi Turkka, Tapani Ristaniemi |
| 2014 | INFOCOM | Energy efficient resource allocation for collaborative mobile cloud with hybrid receiver. | Zheng Chang, Jie Gong, Tapani Ristaniemi |
| 2014 | PIMRC | Extension of deflection coefficient for linear fusion of quantized reports in cooperative sensing. | Younes Abdi, Tapani Ristaniemi |
| 2014 | PIMRC | Data mining framework for random access failure detection in LTE networks. | Sergey Chernov, Fedor Chernogorov, Dmitry Petrov, Tapani Ristaniemi |
| 2014 | WCNC | Self-optimization of LTE Mobility State Estimation thresholds. | Jussi Turkka, Tero Henttonen, Tapani Ristaniemi |
| 2013 | ESANN | Dimension reduction for individual ica to decompose FMRI during real-world experiences: principal component analysis vs. canonical correlation analysis. | Valeri Tsatsishvili, Fengyu Cong, Tuomas Puolivli, Vinoo Alluri, Petri Toiviainen, Asoke K. Nandi, Elvira Brattico, Tapani Ristaniemi |
| 2013 | ICASSP | N-gram analysis for sleeping cell detection in LTE networks. | Fedor Chernogorov, Tapani Ristaniemi, Kimmo Brigatti, Sergey Chernov |
| 2013 | ICASSP | Semi-blind independent component analysis of functional MRI elicited by continuous listening to music. | Tuomas Puolivli, Fengyu Cong, Vinoo Alluri, Qiu-Hua Lin, Petri Toiviainen, Asoke K. Nandi, Elvira Brattico, Tapani Ristaniemi |
| 2013 | ISNN | Applying Wavelet Packet Decomposition and One-Class Support Vector Machine on Vehicle Acceleration Traces for Road Anomaly Detection. | Fengyu Cong, Hannu Hautakangas, Jukka Nieminen, Oleksiy Mazhelis, Mikko Perttunen, Jukka Riekki, Tapani Ristaniemi |
| 2013 | VTC | Efficient Use of Multicast and Unicast in Collaborative OFDMA Mobile Cluster. | Zheng Chang, Tapani Ristaniemi |
| 2012 | ICONIP | Feature Extraction by Nonnegative Tucker Decomposition from EEG Data Including Testing and Training Observations. | Fengyu Cong, Anh Huy Phan, Qibin Zhao, Qiang Wu, Tapani Ristaniemi, Andrzej Cichocki |
| 2012 | ISNN | A Systematic Independent Component Analysis Approach to Extract Mismatch Negativity. | Fengyu Cong, Aleksandr Aleksandrov, Veronika Knyazeva, Tatyana Deinekina, Tapani Ristaniemi |
| 2012 | VTC | Performance Analysis of IEEE 802.11ac DCF with Hidden Nodes. | Zheng Chang, Olli Alanen, Toni Huovinen, Timo Nihtil, Eng Hwee Ong, Jarkko Kneckt, Tapani Ristaniemi |
| 2011 | VTC | Detection of Sleeping Cells in LTE Networks Using Diffusion Maps. | Fedor Chernogorov, Jussi Turkka, Tapani Ristaniemi, Amir Averbuch |
| 2011 | UIC | Distributed Road Surface Condition Monitoring Using Mobile Phones. | Mikko Perttunen, Oleksiy Mazhelis, Fengyu Cong, Mikko Kauppila, Teemu Leppnen, Jouni Kantola, Jussi Collin, Susanna Pirttikangas, Janne Haverinen, Tapani Ristaniemi, Jukka Riekki |
| 2010 | IJCNN | Identical fits of nonnegative matrix/tensor factorization may correspond to different extracted event-related potentials. | Fengyu Cong, Anh Huy Phan, Andrzej Cichocki, Heikki Lyytinen, Tapani Ristaniemi |
| 2010 | IJCNN | Concatenated trial based Hilbert-Huang transformation on event-related potentials. | Fengyu Cong, Tuomo Sipola, Xiaonan Xu, Tiina Huttunen-Scott, Heikki Lyytinen, Tapani Ristaniemi |
| 2010 | ISNN | Extract Mismatch Negativity and P3a through Two-Dimensional Nonnegative Decomposition on Time-Frequency Represented Event-Related Potentials. | Fengyu Cong, Igor Kalyakin, Anh Huy Phan, Andrzej Cichocki, Tiina Huttunen-Scott, Heikki Lyytinen, Tapani Ristaniemi |
| 2010 | VTC | Applicability of Interference Coordination in Highly Loaded HSUPA Network. | Frans Laakso, Kari Aho, Thomas Chapman, Tapani Ristaniemi |
| 2009 | IJCNN | Non-negative matrix factorization Vs. FastICA on mismatch negativity of children. | Fengyu Cong, Zhilin Zhang, Igor Kalyakin, Tiina Huttunen-Scott, Heikki Lyytinen, Tapani Ristaniemi |
| 2008 | CBMS | Separation of ERP and Noise Subspaces in EEG Data without Whitening. | Andriy Ivannikov, Tommi Krkkinen, Tapani Ristaniemi, Heikki Lyytinen |
| 2008 | PIMRC | VoIP end-to-end performance in HSPA with packet age aided HSDPA scheduling. | Tao Chen, Gilles Charbit, Karri Ranta-aho, Oscar Fresan, Tapani Ristaniemi |
| 2008 | VTC | Impact of Mobility to the VoIP over HSUPA System Level Performance. | Kari Aho, Jussi ijnen, Tapani Ristaniemi |
| 2008 | VTC | Channel Quality Indication Reporting Schemes for UTRAN Long Term Evolution Downlink. | Niko Kolehmainen, Jani Puttonen, Petteri Kela, Tapani Ristaniemi, Tero Henttonen, Martti Moisio |
| 2008 | VTC | Performance of VoIP over HSDPA in Mobility Scenarios. | Petteri Lundn, Jussi ijnen, Kari Aho, Tapani Ristaniemi |
| 2007 | WCNC | System Level Performance of Multimedia Broadcast Multicast Service (MBMS) with Macro Diversity. | Kari Aho, Tapani Ristaniemi, Janne Kurjenniemi, Ville Haikola |
| 2007 | WCNC | Uplink DPCCH Gating of Inactive UEs in Continuous Packet Connectivity Mode for HSUPA. | Tao Chen, Esa Malkamki, Tapani Ristaniemi |
| 2007 | WCNC | DPCCH Gating Gain for Voice Over IP on HSUPA. | Oscar Fresan, Tao Chen, Esa Malkamki, Tapani Ristaniemi |
| 2005 | PIMRC | WCDMA HSDPA network performance with receive diversity and LMMSE chip equalization. | Timo Nihtil, Janne Kurjenniemi, Marko Lampinen, Tapani Ristaniemi |
| 2003 | PIMRC | Frame configuration impact to the performance of UTRA TDD system. | Jussi ijnen, Otto Lehtinen, Janne Kurjenniemi, Tapani Ristaniemi |
| 2003 | PIMRC | Comparison of nonlinear interference and blind source separation techniques in the DS-CDMA uplink. | Toni Huovinen, Tapani Ristaniemi |
| 2003 | PIMRC | Exploiting independence to cancel interferences due to adjacent cells in a DS-CDMA cellular system. | Karthikesh Raju, Tapani Ristaniemi |
| 2002 | ISCAS | Suppression of bit-pulsed jammer signals in DS-CDMA array system using independent component analysis. | Karthikesh Raju, Tapani Ristaniemi, Juha Karhunen, A. Oja |
| 2002 | PIMRC | Downlink power control of dedicated channels in UTRA TDD. | Janne Kurjenniemi, Otto Lehtinen, Tapani Ristaniemi |
| 2002 | PIMRC | Advanced differentially non-coherent code acquisition in jamming and data modulation. | Pasi Pirhonen, Tapani Ristaniemi |
| 2002 | VTC | On the effect of pilot cancellation in WCDMA network. | Jari Leino, Mika Kolehmainen, Tapani Ristaniemi |
| 2002 | VTC | Advanced differentially coherent code acquisition in jamming. | Tapani Ristaniemi, Pasi Pirhonen |
| 2001 | GLOBECOM | UTRA TDD handover performance. | Janne Kurjenniemi, Seppo Hmlinen, Tapani Ristaniemi |
| 2000 | PIMRC | CDMA delay estimation using fast ICA algorithm. | Razvan Cristescu, Tapani Ristaniemi, Jyrki Joutsensalo, Juha Karhunen |
| 2000 | PIMRC | Fuzzy channel estimation in multipath fading CDMA channel. | Antti Niemi, Jyrki Joutsensalo, Tapani Ristaniemi |
| 2000 | PIMRC | Advanced ICA-based receivers for DS-CDMA systems. | Tapani Ristaniemi, Jyrki Joutsensalo |
| 1999 | ICASSP | Synchronization by pilot signal. | Jyrki Joutsensalo, Tapani Ristaniemi |
| 1998 | PIMRC | Learning algorithms for blind multiuser detection in CDMA downlink. | Jyrki Joutsensalo, Tapani Ristaniemi |