Katayoun Farrahi

55 papers A* 4A 2B 3C 1Misc 8Journal 24Unranked 11

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	SEIS: Subspace-based Equivariance and Invariance Scores for Neural Representations. CoRR Huahua Lin, Katayoun Farrahi, Xiaohao Cai
2025	J	`jnl`	Balancing misclassification errors in image-based inference using problem domain semantics and a nested cascade architecture. Neural Comput. Appl. Xin Du, Rajesh Jena, Katayoun Farrahi, Mahesan Niranjan
2025	J	`jnl`	Special Issue on Biosensing. IEEE Pervasive Comput. Katayoun Farrahi, Tanaya Guha
2024	J	`jnl`	Beyond the Surface of Digital Contact Tracing: Delving into the Interconnected World of Technology, Individuals, and Society. IEEE Trans. Syst. Man Cybern. Syst. Jiejun Hu, Katayoun Farrahi, Manuel Cebrián
2024	J	`jnl`	EpiCURB: Learning to Derive Epidemic Control Policies. IEEE Pervasive Comput. Andrei C. Rusu, Katayoun Farrahi, Mahesan Niranjan
2024	Misc	`conf`	OptiBreathe: An Earable-based PPG System for Continuous Respiration Rate, Breathing Phase, and Tidal Volume Monitoring. HotMobile Julia Lee Romero, Andrea Ferlini, Dimitris Spathis, Ting Dang, Katayoun Farrahi, Fahim Kawsar, Alessandro Montanari
2024	J	`jnl`	Representation transfer and data cleaning in multi-views for text simplification. Pattern Recognit. Lett. Wei He, Katayoun Farrahi, Bin Chen, Bohua Peng, Aline Villavicencio
2024	—	`conf`	ST2S-rPPG: A Spatiotemporal Two-Stage Learning Approach for Pulse Estimation Using Video. ML4H@NeurIPS Eirini Kateri, Katayoun Farrahi
2024	J	`jnl`	SynthFormer: Equivariant Pharmacophore-based Generation of Molecules for Ligand-Based Drug Design. CoRR Zygimantas Jocys, Henriëtte M. G. Willems, Katayoun Farrahi
2023	J	`jnl`	Cascade Learning Localises Discriminant Features in Visual Scene Classification. CoRR Junwen Wang, Katayoun Farrahi
2023	—	`conf`	EarComp 2023: Fourth International Workshop on Earable Computing. UbiComp/ISWC Adjunct Andrea Ferlini, Alessandro Montanari, Nirupam Roy, Katayoun Farrahi
2022	J	`jnl`	A Primer for Neural Arithmetic Logic Modules. J. Mach. Learn. Res. Bhumika Mistry, Katayoun Farrahi, Jonathon S. Hare
2022	J	`jnl`	Data-Driven Interpolation for Super-Scarce X-Ray Computed Tomography. CoRR Emilien Valat, Katayoun Farrahi, Thomas Blumensath
2022	—	`conf`	Deep Cascade Learning for Optimal Medical Image Feature Representation. MLHC Junwen Wang, Xin Du, Katayoun Farrahi, Mahesan Niranjan
2022	J	`jnl`	Exploring the Learning Mechanisms of Neural Division Modules. Trans. Mach. Learn. Res. Bhumika Mistry, Katayoun Farrahi, Jonathon S. Hare
2022	—	`conf`	Flattening the Curve Through Reinforcement Learning Driven Test and Trace Policies. PervasiveHealth Andrei C. Rusu, Katayoun Farrahi, Mahesan Niranjan
2022	J	`jnl`	Improving the Robustness of Neural Multiplication Units with Reversible Stochasticity. CoRR Bhumika Mistry, Katayoun Farrahi, Jonathon S. Hare
2022	J	`jnl`	Modelling nonlinear dependencies in the latent space of inverse scattering. CoRR Juliusz Ziomek, Katayoun Farrahi
2022	J	`jnl`	Sinogram Enhancement with Generative Adversarial Networks using Shape Priors. CoRR Emilien Valat, Katayoun Farrahi, Thomas Blumensath
2021	J	`jnl`	A Primer for Neural Arithmetic Logic Modules. CoRR Bhumika Mistry, Katayoun Farrahi, Jonathon S. Hare
2021	J	`jnl`	Information Bottleneck Theory Based Exploration of Cascade Learning. Entropy Xin Du, Katayoun Farrahi, Mahesan Niranjan
2021	J	`jnl`	Learning Division with Neural Arithmetic Logic Modules. CoRR Bhumika Mistry, Katayoun Farrahi, Jonathon S. Hare
2019	—	`conf`	Passive mobile sensing and psychological traits for large scale mood prediction. PervasiveHealth Dimitris Spathis, Sandra Servia Rodríguez, Katayoun Farrahi, Cecilia Mascolo, Jason Rentfrow
2019	—	`ed.`	Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium on Wearable Computers, UbiComp/ISWC 2019 Adjunct, London, UK, September 9-13, 2019. UbiComp/ISWC Adjunct Robert Harle, Katayoun Farrahi, Nicholas D. Lane
2019	Misc	`ed.`	Proceedings of the 23rd International Symposium on Wearable Computers, ISWC 2019, London, UK, September 09-13, 2019 UbiComp Katayoun Farrahi, Robert Harle, Nicholas D. Lane
2019	A*	`conf`	Sequence Multi-task Learning to Forecast Mental Wellbeing from Sparse Self-reported Data. KDD Dimitris Spathis, Sandra Servia Rodríguez, Katayoun Farrahi, Cecilia Mascolo, Jason Rentfrow
2019	Misc	`conf`	Transfer learning across human activities using a cascade neural network architecture. UbiComp Xin Du, Katayoun Farrahi, Mahesan Niranjan
2018	C	`conf`	A Convolutional Neural Network for Smoking Activity Recognition. HealthCom Fayez Alharbi, Katayoun Farrahi
2018	B	`conf`	Less is More: Univariate Modelling to Detect Early Parkinson's Disease from Keystroke Dynamics. DS Antony Milne, Katayoun Farrahi, Mihalis A. Nicolaou
2017	A*	`conf`	A Simplified Topological Representation of Text for Local and Global Context. ACM Multimedia Ishrat Rahman Sami, Katayoun Farrahi
2017	—	`conf`	Discovering the Typing Behaviour of Parkinson's Patients Using Topic Models. SocInfo (2) Antony Milne, Mihalis Nicolaou, Katayoun Farrahi
2017	J	`jnl`	Trust reality-mining: evidencing the role of friendship for trust diffusion. Hum. centric Comput. Inf. Sci. Katayoun Farrahi, Kashif Zia
2015	A	`conf`	On the Influence of User Characteristics on Music Recommendation Algorithms. ECIR Markus Schedl, David Hauger, Katayoun Farrahi, Marko Tkalcic
2015	A	`conf`	Predicting a Community's Flu Dynamics with Mobile Phone Data. CSCW Katayoun Farrahi, Rémi Emonet, Manuel Cebrián
2014	J	`jnl`	A probabilistic approach to mining mobile phone data sequences. Pers. Ubiquitous Comput. Katayoun Farrahi, Daniel Gatica-Perez
2014	—	`conf`	Impact of Listening Behavior on Music Recommendation. ISMIR Katayoun Farrahi, Markus Schedl, Andreu Vall, David Hauger, Marko Tkalcic
2014	A*	`conf`	User geospatial context for music recommendation in microblogs. SIGIR Markus Schedl, Andreu Vall, Katayoun Farrahi
2013	Misc	`conf`	Agent Perception Modeling for Movement in Crowds. PAAMS Katayoun Farrahi, Kashif Zia, Alexei Sharpanskykh, Alois Ferscha, Lev Muchnik
2013	J	`jnl`	An agent-based parallel geo-simulation of urban mobility during city-scale evacuation. Simul. Kashif Zia, Katayoun Farrahi, Andreas Riener, Alois Ferscha
2013	Misc	`conf`	Parallel and Distributed Simulation of Large-Scale Cognitive Agents. PAAMS Kashif Zia, Katayoun Farrahi, Alexei Sharpanskykh, Alois Ferscha, Lev Muchnik
2013	J	`jnl`	Socio-inspired ICT - Towards a socially grounded society-ICT symbiosis CoRR Alois Ferscha, Katayoun Farrahi, Jeroen van den Hoven, David Hales, Andrzej Nowak, Paul Lukowicz, Dirk Helbing
2013	—	`conf`	Topic models towards high performance data mining and analysis. HPCS Katayoun Farrahi, Alois Ferscha
2012	B	`conf`	A New Opportunity to Urban Evacuation Analysis: Very Large Scale Simulations of Social Agent Systems in Repast HPC. PADS Kashif Zia, Andreas Riener, Katayoun Farrahi, Alois Ferscha
2012	Misc	`conf`	Extracting Mobile Behavioral Patterns with the Distant N-Gram Topic Model. ISWC Katayoun Farrahi, Daniel Gatica-Perez
2012	J	`jnl`	Sensing the "Health State" of a Community. IEEE Pervasive Comput. Anmol Madan, Manuel Cebrián, Sai T. Moturu, Katayoun Farrahi, Alex Pentland
2012	Misc	`conf`	Socio-Technical Network Analysis from Wearable Interactions. ISWC Katayoun Farrahi, Rémi Emonet, Alois Ferscha
2011	—	`—`	A Probabilistic Approach to Socio-Geographic Reality Mining. Katayoun Farrahi
2011	J	`jnl`	Discovering routines from large-scale human locations using probabilistic topic models. ACM Trans. Intell. Syst. Technol. Katayoun Farrahi, Daniel Gatica-Perez
2011	—	`conf`	Pervasive Sensing to Model Political Opinions in Face-to-Face Networks. Pervasive Anmol Madan, Katayoun Farrahi, Daniel Gatica-Perez, Alex Pentland
2010	—	`conf`	Mining Human Location-Routines Using a Multi-Level Approach to Topic Modeling. SocialCom/PASSAT Katayoun Farrahi, Daniel Gatica-Perez
2010	J	`jnl`	Probabilistic Mining of Socio-Geographic Routines From Mobile Phone Data. IEEE J. Sel. Top. Signal Process. Katayoun Farrahi, Daniel Gatica-Perez
2009	B	`conf`	Learning and predicting multimodal daily life patterns from cell phones. ICMI Katayoun Farrahi, Daniel Gatica-Perez
2008	—	`conf`	Daily Routine Classification from Mobile Phone Data. MLMI Katayoun Farrahi, Daniel Gatica-Perez
2008	Misc	`conf`	Discovering human routines from cell phone data with topic models. ISWC Katayoun Farrahi, Daniel Gatica-Perez
2008	A*	`conf`	What did you do today?: discovering daily routines from large-scale mobile data. ACM Multimedia Katayoun Farrahi, Daniel Gatica-Perez