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2020 – today
- 2024
[j21]Ahmad Ayad
, Yu-Hsuan Tai, Guido Dartmann, Anke Schmeink:
Smart Summary: A Distributed Medical Recommender System for Patients in the ICU Using Neural Networks. IEEE Access 12: 83719-83732 (2024)- [j20]Berkay Cetkin, Lejla Begic Fazlic, Kristof Ueding, Rüdiger Machhamer, Achim Guldner, Lars Creutz, Stefan Naumann, Guido Dartmann:
Spatial impulse response analysis and ensemble learning for efficient precision level sensing. Discov. Artif. Intell. 4(1): 63 (2024) - [c65]Berkay Cetkin, Lejla Begic Fazlic, Achim Guldner, Stefan Naumann, Guido Dartmann:
Towards Sustainable Machine Learning: Analyzing Energy-Efficient Algorithmic Strategies for Environmental Sensor Data. INFORMATIK 2024: 1155-1164 - [c64]Sebastian Bast, Lejla Begic Fazlic, Stefan Naumann, Guido Dartmann:
LLMs on the Edge: Quality, Latency, and Energy Efficiency. INFORMATIK 2024: 1183-1192 - [c63]Sam Kopp, Jens Schneider, Guido Dartmann, Lars Creutz:
An e-marketplace system for efficient, sustainable rural logistics and mobility, based on cyber-physical contracts: Enhancing rural infrastructure by connecting stakeholders on a privacy-focused web platform. INFORMATIK 2024: 1209-1218 - [c62]Marlies Morgen, Lejla Begic Fazlic, Guido Dartmann:
Connect, Understand and Learn: Dynamic Knowledge Graph Transforms Learning. MIPRO 2024: 235-240 - 2023
- [j19]Achim Guldner, Maximilian Hoffmann, Christian Lohr, Rüdiger Machhamer, Lukas Malburg, Marlies Morgen, Stephanie C. Rodermund, Florian Schäfer, Lars Schaupeter, Jens Schneider, Felix Theusch, Ralph Bergmann, Guido Dartmann, Norbert Kuhn, Stefan Naumann, Ingo J. Timm, Matthias Vette-Steinkamp, Benjamin Weyers:
A framework for AI-based self-adaptive cyber-physical process systems. it Inf. Technol. 65(3): 113-128 (2023) - [c61]Sebastian Weber, Achim Guldner, Lejla Begic Fazlic, Guido Dartmann, Stefan Naumann:
Sustainability in Artificial Intelligence - Towards a Green AI Reference Model. GI-Jahrestagung 2023: 1503-1514 - [c60]Matthias Dziubany, Anke Schmeink, Guido Dartmann:
Energy-efficient Cyber Physical Social System for Transportation with Appointments. MECO 2023: 1-4 - [i6]Justus Renkhoff, Wenkai Tan, Alvaro Velasquez, William Yichen Wang, Yongxin Liu, Jian Wang, Shuteng Niu, Lejla Begic Fazlic, Guido Dartmann, Houbing Song:
Exploring Adversarial Attacks on Neural Networks: An Explainable Approach. CoRR abs/2303.06032 (2023) - [i5]Rüdiger Machhamer, Lejla Begic Fazlic, Eray Guven, David Junk, Gunes Karabulut-Kurt, Stefan Naumann, Stephan Didas, Klaus-Uwe Gollmer, Ralph Bergmann, Ingo J. Timm, Guido Dartmann:
Likelihood-based Sensor Calibration for Expert-Supported Distributed Learning Algorithms in IoT Systems. CoRR abs/2309.11526 (2023) - 2022
- [j18]Lejla Begic Fazlic, Ahmed Halawa, Anke Schmeink, Robert Lipp, Lukas Martin, Arne Peine, Marlies Morgen, Thomas Vollmer, Stefan Winter, Guido Dartmann:
A Novel Hybrid Methodology for Anomaly Detection in Time Series. Int. J. Comput. Intell. Syst. 15(1): 50 (2022) - [c59]Justus Renkhoff, Wenkai Tan, Alvaro Velasquez, William Yichen Wang, Yongxin Liu, Jian Wang, Shuteng Niu, Lejla Begic Fazlic, Guido Dartmann, Houbing Song:
Exploring Adversarial Attacks on Neural Networks: An Explainable Approach. IPCCC 2022: 41-42 - [c58]Lars Creutz, Kevin Wagner, Guido Dartmann:
Cyber-Physical Contracts in Offline Regions. iThings/GreenCom/CPSCom/SmartData/Cybermatics 2022: 461-469 - [c57]Lejla Begic Fazlic, Marvin Schacht, Marlies Morgen, Anke Schmeink, Robert Lipp, Lukas Martin, Thomas Vollmer, Stefan Winter, Guido Dartmann:
Development and Implementation of the Data Science Learning Platform for Research Physician. pHealth 2022: 196-201 - [c56]Marlies Morgen, Lejla Begic Fazlic, Arne Peine, Lukas Martin, Anke Schmeink, Ahmed Hallawa, Guido Dartmann:
A Visualization and Benchmarking Simulator for Clinical Data. pHealth 2022: 223-228 - [c55]Bastian Urschel, Lejla Begic Fazlic, Marlies Morgen, Rüdiger Machhamer, Guido Dartmann, Klaus-Uwe Gollmer:
A Machine Learning Approach for Optimal Ventilation based on Data from CO2 Sensors. SDF 2022: 1-6 - 2021
- [j17]Wei Yu, Wei Zhao, Anke Schmeink, Houbing Song, Guido Dartmann:
Guest Editorial: Special Issue on AI-Enabled Internet of Dependable and Controllable Things. IEEE Internet Things J. 8(5): 3053-3056 (2021) - [j16]Arne Peine, Ahmed Hallawa, Johannes Bickenbach, Guido Dartmann, Lejla Begic Fazlic, Anke Schmeink, Gerd Ascheid, Christoph Thiemermann, Andreas Schuppert, Ryan Kindle, Leo A. Celi, Gernot Marx, Lukas Martin:
Development and validation of a reinforcement learning algorithm to dynamically optimize mechanical ventilation in critical care. npj Digit. Medicine 4 (2021) - [j15]Ezgi Oral, Anke Schmeink, Guido Dartmann, Gerd Ascheid, Ali Emre Pusane, Gunes Karabulut-Kurt:
Consensus Analysis of Wireless Multi-Agent Systems Over Fading Channels. IEEE Wirel. Commun. Lett. 10(7): 1528-1531 (2021) - [c54]Ahmed Hallawa, Thorsten Born, Anke Schmeink, Guido Dartmann, Arne Peine, Lukas Martin, Giovanni Iacca, A. E. Eiben, Gerd Ascheid:
Evo-RL: evolutionary-driven reinforcement learning. GECCO Companion 2021: 153-154 - [c53]Lukas David Schuck, Robert Lipp, Lejla Begic Fazlic, Guido Dartmann, Anke Schmeink:
Estimation of Kinetic Parameters in Stochastic Biomedical Models Using Estimation Theory. SISY 2021: 15-20 - [c52]Lars Creutz, Jens Schneider, Guido Dartmann:
Fides: Distributed Cyber-Physical Contracts. TPS-ISA 2021: 51-60 - [i4]Mehmet Özgün Demir, Ozan Alp Topal, Ali Emre Pusane, Guido Dartmann, Gerd Ascheid, Günes Karabulut-Kurt:
An Adaptive Multi-Agent Physical Layer Security Framework for Cognitive Cyber-Physical Systems. CoRR abs/2101.02446 (2021) - 2020
- [j14]Mehmet Ozgun Demir, Ali Emre Pusane, Guido Dartmann, Gerd Ascheid, Gunes Karabulut-Kurt:
A Garden of Cyber Physical Systems: Requirements, Challenges, and Implementation Aspects. IEEE Internet Things Mag. 3(3): 84-89 (2020) - [j13]Ozan Alp Topal, Mehmet Ozgun Demir, Zekai Liang, Ali Emre Pusane, Guido Dartmann, Gerd Ascheid, Günes Karabulut-Kurt:
A Physical Layer Security Framework for Cognitive Cyber-Physical Systems. IEEE Wirel. Commun. 27(4): 32-39 (2020) - [c51]Lars Creutz, Guido Dartmann:
Cypher Social Contracts A Novel Protocol Specification for Cyber Physical Smart Contracts. iThings/GreenCom/CPSCom/SmartData/Cybermatics 2020: 440-447 - [c50]Matthias Dziubany, Lars Creutz, Sam Kopp, Jens Schneider, Anke Schmeink, Guido Dartmann:
Development of a Cyber-Physical System for an Autonomous Indoor Transportation Service. MECO 2020: 1-5 - [c49]Matthias Dziubany, Jens Schneider, Anke Schmeink, Guido Dartmann:
Optimization of a CPSS-based Flexible Transportation System. MECO 2020: 1-5 - [c48]Lejla Begic Fazlic, Ahmed Hallawa, Matthias Dziubany, Marlies Morgen, Jens Schneider, Marvin Schacht, Anke Schmeink, Lukas Martin, Arne Peine, Thomas Vollmer, Stefan Winter, Guido Dartmann:
A Machine Learning Approach for the Classification of Disease Risks in Time Series. MECO 2020: 1-5 - [c47]Rüdiger Machhamer, Jannik Altenhofer, Kristof Ueding, Levin Czenkusch, Florian Stolz, Maximilian Harth, Michael Mattern, Azhar Latif, Swen Haab, Jürgen Herrmann, Anke Schmeink, Klaus-Uwe Gollmer, Guido Dartmann:
Visual Programmed IoT Beehive Monitoring for Decision Aid by Machine Learning based Anomaly Detection. MECO 2020: 1-5 - [c46]Rüdiger Machhamer, Marcel Garling, Levin Czenkusch, Kristof Ueding, Achim Guldner, Jens Schneider, Azhar Latif, Anke Schmeink, Stefan Naumann, Klaus-Uwe Gollmer, Guido Dartmann:
Development of Edge Runtime Learning Systems for an Artificial Nose Classifying Drinks. MECO 2020: 1-5 - [i3]Ahmed Hallawa, Thorsten Born, Anke Schmeink, Guido Dartmann, Arne Peine, Lukas Martin, Giovanni Iacca, A. E. Eiben, Gerd Ascheid:
EVO-RL: Evolutionary-Driven Reinforcement Learning. CoRR abs/2007.04725 (2020)
2010 – 2019
- 2019
- [j12]Marcel Hauck, Rüdiger Machhamer, Levin Czenkusch, Klaus-Uwe Gollmer, Guido Dartmann:
Node and Block-Based Development Tools for Distributed Systems With AI Applications. IEEE Access 7: 143109-143119 (2019) - [j11]Rüdiger Machhamer, Matthias Dziubany, Levin Czenkusch, Hendrik Laux, Anke Schmeink, Klaus-Uwe Gollmer, Stefan Naumann, Guido Dartmann:
Online Offline Learning for Sound-Based Indoor Localization Using Low-Cost Hardware. IEEE Access 7: 155088-155106 (2019) - [j10]Peter Martin Vieting, Rodrigo C. de Lamare, Lukas Martin, Guido Dartmann, Anke Schmeink:
Likelihood-Based Adaptive Learning in Stochastic State-Based Models. IEEE Signal Process. Lett. 26(7): 1031-1035 (2019) - [c45]Ahmed Hallawa, Elisabeth Zechendorf, Yi Song, Anke Schmeink, Arne Peine, Lukas Martin, Gerd Ascheid, Guido Dartmann:
On the Use of Evolutionary Computation for In-Silico Medicine: Modelling Sepsis via Evolving Continuous Petri Nets. EvoApplications 2019: 254-269 - [c44]Ahmad Ayad, Alireza Zamani, Anke Schmeink, Guido Dartmann:
Design and Implementation of a Hybrid Anomaly Detection System for IoT. IoTSMS 2019: 87-92 - [c43]Ozan Alp Topal, Mehmet Özgün Demir, Guido Dartmann, Anke Schmeink, Gerd Ascheid, Ali Emre Pusane, Günes Karabulut-Kurt:
Physical Layer Spoofing Against Eavesdropping Attacks. MECO 2019: 1-5 - [c42]Lejla Begic Fazlic, Ahmed Hallawa, Anke Schmeink, Arne Peine, Lukas Martin, Guido Dartmann:
A Novel NLP-FUZZY System Prototype for Information Extraction from Medical Guidelines. MIPRO 2019: 1025-1030 - [c41]Emre Durmaz, Gulay Oke Gunel, Gerd Ascheid, Guido Dartmann, Gunes Karabulut-Kurt:
The Effect of Jammers in Multi Agent Systems. SIU 2019: 1-4 - [c40]Alireza Zamani, Omid Taghizadeh, Guido Dartmann, Rudolf Mathar, Anke Schmeink:
Joint User Association and Robust Beamforming Optimization for C-RANs with Wireless Fronthauls. SPAWC 2019: 1-5 - [c39]Mehmet Özgün Demir, Ozan Alp Topal, Guido Dartmann, Anke Schmeink, Gerd Ascheid, Günes Kurt, Ali Emre Pusane:
Using Perfect Codes in Relay Aided Networks: A Security Analysis. WiMob 2019: 1-6 - 2018
- [j9]Özge Cepheli, Guido Dartmann, Günes Karabulut-Kurt, Gerd Ascheid:
A Joint Optimization Scheme for Artificial Noise and Transmit Filter for Half and Full Duplex Wireless Cyber Physical Systems. IEEE Trans. Sustain. Comput. 3(2): 126-136 (2018) - [j8]Semiha Tedik Basaran, Gunes Karabulut-Kurt, Gulay Oke Gunel, Anke Schmeink, Gerd Ascheid, Guido Dartmann:
The Safety Analysis: Disagreement of Wireless Communication-Based Consensus. IEEE Wirel. Commun. Lett. 7(6): 998-1001 (2018) - [c38]Hendrik Laux, Andreas Bytyn, Gerd Ascheid, Anke Schmeink, Gunes Karabulut-Kurt, Guido Dartmann:
Learning-based indoor localization for industrial applications. CF 2018: 355-362 - [c37]Daniel Hinkelmann, Anke Schmeink, Guido Dartmann:
Distributed learning-based state prediction for multi-agent systems with reduced communication effort. CF 2018: 376-380 - [c36]Christoph Pallasch, Alexander Peitz, Werner Herfs, Anke Schmeink, Guido Dartmann:
Novel approach for wireless commissioning and assisted process development based on Bluetooth Low Energy. ETFA 2018: 235-242 - [c35]Matthias Dziubany, Rüdiger Machhamer, Hendrik Laux, Anke Schmeink, Klaus-Uwe Gollmer, Guido Burger, Guido Dartmann:
Machine Learning Based Indoor Localization Using a Representative k-Nearest-Neighbor Classifier on a Low-Cost IoT-Hardware. EUSIPCO 2018: 2050-2054 - [c34]Matthias Dziubany, Jens Schneider, Anke Schmeink, Guido Dartmann, Klaus-Uwe Gollmer, Stefan Naumann:
Prognose von Wärmeverbräuchen. GI-Jahrestagung (Workshops) 2018: 135-144 - [c33]Mehmet Ozgun Demir, Günes Karabulut-Kurt, Guido Dartmann, Gerd Ascheid, Ali Emre Pusane:
Security Analysis of Forward Error Correction Codes in Relay Aided Networks. GIIS 2018: 1-5 - [c32]Kimon Cokona, Semiha Tedik Basaran, Emre Durmaz, Ezgi Oral, Gunes Karabulut-Kurt, Gerd Ascheid, Guido Dartmann:
Effect of channel fading on reaching consensus in multi-agent systems. SIU 2018: 1-4 - [c31]Mehmet Ozgun Demir, Gunes Karabulut-Kurt, Guido Dartmann, Gerd Ascheid, Ali Emre Pusane:
Security analysis of hamming codes in relay aided networks. SIU 2018: 1-4 - [c30]Peter Martin Vieting, Rodrigo C. de Lamare, Lukas Martin, Guido Dartmann, Anke Schmeink:
An Adaptive Learning Approach To Parameter Estimation For Hybrid Petri Nets In Systems Biology. SSP 2018: 543-547 - 2017
- [c29]Selahattin Gökceli, Özge Cepheli, Semiha Tedik Basaran, Günes Karabulut-Kurt, Guido Dartmann, Gerd Ascheid:
How Effective is the Artificial Noise? Real-Time Analysis of a PHY Security Scenario. GLOBECOM Workshops 2017: 1-7 - [c28]Özge Cepheli, Guido Dartmann, Gunes Karabulut-Kurt, Gerd Ascheid:
An encryption aware physical layer security system. ICC Workshops 2017: 1277-1281 - [c27]Mehmet Ozgun Demir, Gunes Karabulut-Kurt, Volker Lücken, Gerd Ascheid, Guido Dartmann:
Impact of the communication channel on information theoretical privacy. ISIT 2017: 2870-2874 - [c26]Mehmet Ozgun Demir, Selahattin Gökceli, Guido Dartmann, Volker Lücken, Gerd Ascheid, Günes Karabulut-Kurt:
Utility Privacy Trade-Off for Noisy Channels in OFDM Systems. VTC Fall 2017: 1-5 - 2015
- [j7]Stephan Schlupkothen, Guido Dartmann, Gerd Ascheid:
A Novel Low-Complexity Numerical Localization Method for Dynamic Wireless Sensor Networks. IEEE Trans. Signal Process. 63(15): 4102-4114 (2015) - [c25]Ehsan Zandi, Guido Dartmann, Gerd Ascheid, Rudolf Mathar:
Fast power control for amplify-and-forward multiple-antenna bidirectional relays. IWCIT 2015: 1-6 - [c24]Özge Cepheli, Volker Lücken, Guido Dartmann, Gunes Karabulut-Kurt, Gerd Ascheid:
Adaptive Physical Layer Security Framework for Wireless Systems. VTC Spring 2015: 1-5 - [c23]Huijun Li, Zekai Liang, Gunes Karabulut-Kurt, Gerd Ascheid, Guido Dartmann:
Secure Probability Map: Transmission Policy Design for Passive Eavesdroppers in Correlated Channels. VTC Fall 2015: 1-5 - [c22]Volker Lücken, Taniya Singh, Özge Cepheli, Gunes Karabulut-Kurt, Gerd Ascheid, Guido Dartmann:
Filter hopping: Physical layer secrecy based on FBMC. WCNC 2015: 568-573 - 2014
- [j6]Xitao Gong, Adrian Ispas, Guido Dartmann, Gerd Ascheid:
Outage-Constrained Power Allocation in Spectrum Sharing Systems with Partial CSI. IEEE Trans. Commun. 62(2): 452-466 (2014) - [j5]Guido Dartmann, Ehsan Zandi, Gerd Ascheid:
A Modified Levenberg-Marquardt Method for the Bidirectional Relay Channel. IEEE Trans. Veh. Technol. 63(8): 4096-4101 (2014) - [c21]Guido Dartmann, Özge Cepheli, Gunes Karabulut-Kurt, Gerd Ascheid:
Beamforming Aided Interference Management with Improved Secrecy for Correlated Channels. VTC Spring 2014: 1-5 - [c20]Guido Dartmann, Volker Lücken, Özge Cepheli, Günes Karabulut-Kurt, Gerd Ascheid:
Filter Optimization Aided Interference Management with Improved Secrecy. VTC Fall 2014: 1-6 - 2013
- [j4]Guido Dartmann, Xitao Gong, Waqas Afzal, Gerd Ascheid:
On the Duality of the Max-Min Beamforming Problem With Per-Antenna and Per-Antenna-Array Power Constraints. IEEE Trans. Veh. Technol. 62(2): 606-619 (2013) - [j3]Guido Dartmann, Xitao Gong, Gerd Ascheid:
Application of Graph Theory to the Multicell Beam Scheduling Problem. IEEE Trans. Veh. Technol. 62(4): 1435-1449 (2013) - [j2]Guido Dartmann, Gerd Ascheid:
Equivalent Quasi-Convex Form of the Multicast Max-Min Beamforming Problem. IEEE Trans. Veh. Technol. 62(9): 4643-4648 (2013) - [j1]Xitao Gong, Adrian Ispas, Guido Dartmann, Gerd Ascheid:
Power Allocation and Performance Analysis in Spectrum Sharing Systems with Statistical CSI. IEEE Trans. Wirel. Commun. 12(4): 1819-1831 (2013) - [c19]Stephan Schlupkothen, Guido Dartmann, Gerd Ascheid:
Exploration with massive sensor swarms. GlobalSIP 2013: 149-152 - [c18]Guido Dartmann, Xitao Gong, Gerd Ascheid:
Low Complexity Cooperative Multicast Beamforming in Heterogeneous Networks. VTC Spring 2013: 1-6 - [i2]Guido Dartmann, Ehsan Zandi, Gerd Ascheid:
A Modified Levenberg-Marquardt Method for the Bidirectional Relay Channel. CoRR abs/1307.3121 (2013) - [i1]Ehsan Zandi, Guido Dartmann, Gerd Ascheid, Rudolf Mathar:
A Non-Alternating Algorithm for Joint BS-RS Precoding Design in Two-Way Relay Systems. CoRR abs/1308.1876 (2013) - 2012
- [c17]Heinrich W. Löllmann, Guido Dartmann, Peter Vary:
Constrained design of allpass transformed DFT filter-banks by quadratic programming. ICASSP 2012: 3481-3484 - [c16]Guido Dartmann, Xitao Gong, Gerd Ascheid:
On the Pareto optimum of long-term max-min beamforming with general power constraints. Sarnoff Symposium 2012: 1-5 - [c15]Xitao Gong, Guido Dartmann, Adrian Ispas, Gerd Ascheid:
Optimal Power Allocation in a Spectrum Sharing System with Partial CSI. VTC Spring 2012: 1-5 - 2011
- [c14]Guido Dartmann, Xitao Gong, Gerd Ascheid:
Low complexity cooperative multicast beamforming in multiuser multicell downlink networks. CrownCom 2011: 370-374 - [c13]Guido Dartmann, Dhiraj Kumar Shah, Xitao Gong, Gerd Ascheid:
Beamforming with relays in multicell networks based on correlation knowledge. GLOBECOM Workshops 2011: 470-474 - [c12]Guido Dartmann, Xitao Gong, Gerd Ascheid:
Max-Min Beamforming with Cooperative Multipoint Transmission. VTC Fall 2011: 1-5 - [c11]Xitao Gong, Aamir Ishaque, Guido Dartmann, Gerd Ascheid:
Duality-Based Robust Transceiver Design for Cognitive Downlink Systems. VTC Fall 2011: 1-5 - [c10]Guido Dartmann, Waqas Afzal, Xitao Gong, Gerd Ascheid:
Joint optimization of beamforming, user scheduling, and multiple base station assignment in a multicell network. WCNC 2011: 209-214 - [c9]Xitao Gong, Aamir Ishaque, Guido Dartmann, Gerd Ascheid:
MSE-based stochastic transceiver optimization in downlink cognitive radio networks. WCNC 2011: 14261431 - 2010
- [c8]Xitao Gong, Aamir Ishaque, Guido Dartmann, Gerd Ascheid:
MSE-based linear transceiver optimization in MIMO cognitive radio networks with imperfect channel knowledge. CIP 2010: 105-110 - [c7]Guido Dartmann, Xitao Gong, Gerd Ascheid:
Cooperative Beamforming with Multiple Base Station Assignment Based on Correlation Knowledge. VTC Fall 2010: 1-5 - [c6]Xitao Gong, Markus Jordan, Aamir Ishaque, Guido Dartmann, Gerd Ascheid:
Robust MSE-Based Transceiver Optimization in MISO Downlink Cognitive Radio Network. WCNC 2010: 1-6
2000 – 2009
- 2009
- [c5]Heinrich W. Löllmann, Guido Dartmann, Peter Vary:
General least-squares design of allpass transformed DFT filter-banks. EUSIPCO 2009: 2653-2657 - [c4]Xitao Gong, Markus Jordan, Guido Dartmann, Gerd Ascheid:
Max-min beamforming for multicell downlink systems using long-term channel statistics. PIMRC 2009: 803-807 - [c3]Guido Dartmann, Markus Jordan, Xitao Gong, Gerd Ascheid:
Intercell Interference Mitigation with Long-Term Beamforming and Low SINR Feedback Rate in a Multiuser Multicell Unicast Scenario. VTC Spring 2009 - [c2]Markus Jordan, Guido Dartmann, Gerd Ascheid:
Beamforming in Single Frequency Networks with Connection Control. VTC Spring 2009 - 2008
- [c1]Heinrich W. Löllmann, Guido Dartmann, Peter Vary:
Least-squares design of subsampled allpass transformed DFT filter-banks with LTI property. ICASSP 2008: 3529-3532
Coauthor Index
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