Stefan Forsström

36 papers B 3C 7Journal 8Unranked 18

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	LogDEC: Unsupervised Log Anomaly Detection in Complex IT Environments Using Deep Embedded Clustering and Sequential Models. IEEE Access Markus Fält, Qing He, Stefan Forsström, Tingting Zhang
2025	J	`jnl`	Deep Semantic Inference over the Air: An Efficient Task-Oriented Communication System. CoRR Chenyang Wang, Roger Olsson, Stefan Forsström, Qing He
2025	C	`conf`	Enhancing Intrusion Detection in CPS and IIoT with Lightweight Explainable AI Models. WFCS Amanda Ericson, Kyi Thar, Stefan Forsström
2025	J	`jnl`	Improving Wi-Fi Network Performance Prediction with Deep Learning Models. CoRR Gabriele Formis, Amanda Ericson, Stefan Forsström, Kyi Thar, Gianluca Cena, Stefano Scanzio
2025	C	`conf`	On the Prediction of Wi-Fi Performance through Deep Learning. WFCS Gabriele Formis, Amanda Ericson, Stefan Forsström, Kyi Thar, Gianluca Cena, Stefano Scanzio
2025	J	`jnl`	On the Prediction of Wi-Fi Performance through Deep Learning. CoRR Gabriele Formis, Amanda Ericson, Stefan Forsström, Kyi Thar, Gianluca Cena, Stefano Scanzio
2024	C	`conf`	IIoT Intrusion Detection using Lightweight Deep Learning Models on Edge Devices. WFCS Amanda Ericson, Stefan Forsström, Kyi Thar
2023	—	`conf`	Evaluating Scalable Work Distribution Using IoT Devices in Fog Computing Scenarios. WF-IoT Stefan Forsström, Hans Lindqvist
2022	—	`conf`	Learning-Based Anomaly Detection Using Log Files with Sequential Relationships. ICSRS Markus Fält, Stefan Forsström, Qing He, Tingting Zhang
2021	—	`conf`	Machine Learning Based Anomaly Detection of Log Files Using Ensemble Learning and Self-Attention. ICSRS Markus Fält, Stefan Forsström, Tingting Zhang
2020	—	`conf`	A Plain Low Threshold IoT Platform for Enabling New IoT Products from SMEs. MetroInd4.0&IoT Stefan Forsström, Ulf Jennehag, Xiao Guan
2020	—	`conf`	Collecting Indoor Environmental Sensor Values for Machine Learning Based Smart Building Control. IoTaIS Stefan Forsström, Itai Danielski, Tingting Zhang, Ulf Jennehag
2019	C	`conf`	A Central Intrusion Detection System for RPL-Based Industrial Internet of Things. WFCS Emre Aydogan, Selim Yilmaz, Sevil Sen, Ismail Butun, Stefan Forsström, Mikael Gidlund
2019	—	`conf`	An Implemented Open Source Blockchain Market for Smart Grids and Microgrids Using Autonomous Agents. COINS Stefan Forsström, Ulf Jennehag
2019	—	`conf`	Bilingual Auto-Categorization Comparison of Two LSTM Text Classifiers. IIAI-AAI Johannes Lindén, Xutao Wang, Stefan Forsström, Tingting Zhang
2018	—	`conf`	Challenges of Securing the Industrial Internet of Things Value Chain. MetroInd4.0&IoT Stefan Forsström, Ismail Butun, Mohamed Eldefrawy, Ulf Jennehag, Mikael Gidlund
2018	J	`jnl`	Combining Fog Computing with Sensor Mote Machine Learning for Industrial IoT. Sensors Mehrzad Lavassani, Stefan Forsström, Ulf Jennehag, Tingting Zhang
2018	—	`conf`	Elastic Provisioning of Internet of Things Services Using Fog Computing: An Experience Report. MobileCloud Alessandro Zanni, Stefan Forsström, Ulf Jennehag, Paolo Bellavista
2018	C	`conf`	Evaluating Combinations of Classification Algorithms and Paragraph Vectors for News Article Classification. FedCSIS Johannes Lindén, Stefan Forsström, Tingting Zhang
2018	J	`jnl`	Privacy in the Internet of Things. Wirel. Commun. Mob. Comput. Zhipeng Cai, Rong N. Chang, Stefan Forsström, Anton Kos, Chaokun Wang
2018	C	`conf`	Survey of Proximity Based Authentication Mechanisms for the Industrial Internet of Things. IECON Umair Mujtaba Qureshi, Gerhard Petrus Hancke, Teklay Gebremichael, Ulf Jennehag, Stefan Forsström, Mikael Gidlund
2018	—	`conf`	Surveying and Identifying the Communication Platforms of the Internet of Things. GIoTS Stefan Forsström, Ulf Jennehag, Patrik Österberg, Victor Kardeby, Jonas Lindqvist
2017	—	`conf`	A performance and cost evaluation of combining OPC-UA and Microsoft Azure IoT Hub into an industrial Internet-of-Things system. GIoTS Stefan Forsström, Ulf Jennehag
2017	C	`conf`	Feasibility and performance evaluation of SCTP for the industrial internet of things. IECON Thomas Wiss, Stefan Forsström
2014	J	`jnl`	Continuously Changing Information on a Global Scale and its Impact for the Internet-of-Things. Mob. Networks Appl. Stefan Forsström, Theo Kanter
2014	J	`jnl`	Enabling ubiquitous sensor-assisted applications on the internet-of-things. Pers. Ubiquitous Comput. Stefan Forsström, Theo Kanter
2014	—	`conf`	Estimating Contextual Situations Using Indicators from Smartphone Sensor Values. iThings/GreenCom/CPSCom Stefan Forsström, Victor Kardeby
2012	B	`conf`	Evaluating Ubiquitous Sensor Information Sharing on the Internet-of-Things. TrustCom Stefan Forsström, Patrik Österberg, Theo Kanter
2012	B	`conf`	Real-Time Distributed Sensor-Assisted mHealth Applications on the Internet-of-Things. TrustCom Stefan Forsström, Theo Kanter, Olle Johansson
2012	B	`conf`	Ubiquitous Secure Interactions with Intelligent Artifacts on the Internet-of-Things. TrustCom Stefan Forsström, Theo Kanter, Patrik Österberg
2011	—	`conf`	Enabling Continuously Evolving Context Information in Mobile Environments by Utilizing Ubiquitous Sensors. MONAMI Stefan Forsström, Theo Kanter
2011	—	`conf`	Home care with NFC sensors and a smart phone. ISABEL Johan Sidén, Vincent Skerved, Jinlan Gao, Stefan Forsström, Hans-Erik Nilsson, Theo Kanter, Mikael Gulliksson
2010	—	`conf`	Location-Based Ubiquitous Context Exchange in Mobile Environments. MONAMI Stefan Forsström, Victor Kardeby, Jamie Walters, Theo Kanter
2010	—	`conf`	Scenarios, Research Issues, and Architecture for Ubiquitous Sensing. MONAMI Theo Kanter, Victor Kardeby, Stefan Forsström, Jamie Walters
2009	—	`conf`	Dissemination of Anonymised Context Information by Extending the DCXP Framework. MONAMI Stefan Forsström, Victor Kardeby, Jamie Walters, Roger Norling, Theo Kanter
2009	—	`conf`	Ubiquitous Mobile Awareness from Sensor Networks. MOBILWARE Workshops Theo Kanter, Stefan Pettersson, Stefan Forsström, Victor Kardeby, Patrik Österberg