Lei Jiao

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 85

Top Topics

Cellular Networks

Learning Automaton

Top Venues

Publications

Vojtech Halenka, Ahmed K. Kadhim, Paul F. A. Clarke, Bimal Bhattarai, Rupsa Saha, Ole-Christoffer Granmo, Lei Jiao, Per-Arne Andersen
Exploring Effects of Hyperdimensional Vectors for Tsetlin Machines. CoRR (2024)
Rebekka Olsson Omslandseter, Lei Jiao, Xuan Zhang, Anis Yazidi, B. John Oommen
The Hierarchical Discrete Pursuit Learning Automaton: A Novel Scheme With Fast Convergence and Epsilon-Optimality. IEEE Trans. Neural Networks Learn. Syst. 35 (6) (2024)
Bimal Bhattarai, Ole-Christoffer Granmo, Lei Jiao, Rohan Kumar Yadav, Jivitesh Sharma
Tsetlin Machine Embedding: Representing Words Using Logical Expressions. EACL (Findings) (2024)
Ahmed K. Kadhim, Ole-Christoffer Granmo, Lei Jiao, Rishad A. Shafik
Exploring State Space and Reasoning by Elimination in Tsetlin Machines. CoRR (2024)
B. John Oommen, Rebekka Olsson Omslandseter, Lei Jiao
Learning automata-based partitioning algorithms for stochastic grouping problems with non-equal partition sizes. Pattern Anal. Appl. 26 (2) (2023)
Kuruge Darshana Abeyrathna, Ahmed Abdulrahem Othman Abouzeid, Bimal Bhattarai, Charul Giri, Sondre Glimsdal, Ole-Christoffer Granmo, Lei Jiao, Rupsa Saha, Jivitesh Sharma, Svein Anders Tunheim, Xuan Zhang
Building Concise Logical Patterns by Constraining Tsetlin Machine Clause Size. IJCAI (2023)
Ole-Christoffer Granmo, Per-Arne Andersen, Lei Jiao, Xuan Zhang, Christian D. Blakely, Tor Oddbjørn Tveit
Learning Minimalistic Tsetlin Machine Clauses with Markov Boundary-Guided Pruning. CoRR (2023)
Bimal Bhattarai, Ole-Christoffer Granmo, Lei Jiao, Per-Arne Andersen, Svein Anders Tunheim, Rishad A. Shafik, Alex Yakovlev
Contracting Tsetlin Machine with Absorbing Automata. CoRR (2023)
Jinbao Zhang, Xuan Zhang, Lei Jiao, Ole-Christoffer Granmo, Yongjun Qian, Fan Pan
Interpretable Tsetlin Machine-based Premature Ventricular Contraction Identification. CoRR (2023)
Bimal Bhattarai, Ole-Christoffer Granmo, Lei Jiao, Rohan Kumar Yadav, Jivitesh Sharma
Tsetlin Machine Embedding: Representing Words Using Logical Expressions. CoRR (2023)
Kuruge Darshana Abeyrathna, Ahmed Abdulrahem Othman Abouzeid, Bimal Bhattarai, Charul Giri, Sondre Glimsdal, Ole-Christoffer Granmo, Lei Jiao, Rupsa Saha, Jivitesh Sharma, Svein Anders Tunheim, Xuan Zhang
Building Concise Logical Patterns by Constraining Tsetlin Machine Clause Size. CoRR (2023)
Kuruge Darshana Abeyrathna, Ole-Christoffer Granmo, Rishad A. Shafik, Lei Jiao, Adrian Wheeldon, Alex Yakovlev, Jie Lei, Morten Goodwin
A multi-step finite-state automaton for arbitrarily deterministic Tsetlin Machine learning. Expert Syst. J. Knowl. Eng. 40 (4) (2023)
B. John Oommen, Rebekka Olsson Omslandseter, Lei Jiao
The object migration automata: its field, scope, applications, and future research challenges. Pattern Anal. Appl. 26 (3) (2023)
Sidharth Maheshwari, Tousif Rahman, Rishad A. Shafik, Alex Yakovlev, Ashur Rafiev, Lei Jiao, Ole-Christoffer Granmo
REDRESS: Generating Compressed Models for Edge Inference Using Tsetlin Machines. IEEE Trans. Pattern Anal. Mach. Intell. 45 (9) (2023)
Md. Haidar Sharif, Lei Jiao, Christian W. Omlin
CNN-ViT Supported Weakly-Supervised Video Segment Level Anomaly Detection. Sensors 23 (18) (2023)
Mohamed-Bachir Belaid, Jivitesh Sharma, Lei Jiao, Ole-Christoffer Granmo, Per-Arne Andersen, Anis Yazidi
Generalized Convergence Analysis of Tsetlin Machines: A Probabilistic Approach to Concept Learning. CoRR (2023)
Svein Anders Tunheim, Lei Jiao, Rishad A. Shafik, Alex Yakovlev, Ole-Christoffer Granmo
Convolutional Tsetlin Machine-based Training and Inference Accelerator for 2-D Pattern Classification. Microprocess. Microsystems 103 (2023)
Bimal Bhattarai, Ole-Christoffer Granmo, Lei Jiao
An Interpretable Knowledge Representation Framework for Natural Language Processing with Cross-Domain Application. ECIR (1) (2023)
Jivitesh Sharma, Rohan Kumar Yadav, Ole-Christoffer Granmo, Lei Jiao
Drop Clause: Enhancing Performance, Robustness and Pattern Recognition Capabilities of the Tsetlin Machine. AAAI (2023)
Rebekka Olsson Omslandseter, Lei Jiao, B. John Oommen
the actions. Inf. Sci. 647 (2023)
Lei Jiao, Xuan Zhang, Ole-Christoffer Granmo, Kuruge Darshana Abeyrathna
On the Convergence of Tsetlin Machines for the XOR Operator. IEEE Trans. Pattern Anal. Mach. Intell. 45 (5) (2023)
Rebekka Olsson Omslandseter, Lei Jiao, Yuanwei Liu, B. John Oommen
User grouping and power allocation in NOMA systems: a novel semi-supervised reinforcement learning-based solution. Pattern Anal. Appl. 26 (1) (2023)
Rebekka Olsson Omslandseter, Lei Jiao, B. John Oommen
Enhancing the Speed of Hierarchical Learning Automata by Ordering the Actions - A Pioneering Approach. AI (2022)
Zixuan Fei, Ying Wang, Junwei Zhao, Xue Wang, Lei Jiao
Joint Computational and Wireless Resource Allocation in Multicell Collaborative Fog Computing Networks. IEEE Trans. Wirel. Commun. 21 (11) (2022)
Bimal Bhattarai, Ole-Christoffer Granmo, Lei Jiao
Explainable Tsetlin Machine Framework for Fake News Detection with Credibility Score Assessment. LREC (2022)
Svein Anders Tunheim, Rohan Kumar Yadav, Lei Jiao, Rishad A. Shafik, Ole-Christoffer Granmo
Cyclostationary Random Number Sequences for the Tsetlin Machine. IEA/AIE (2022)
Yuanbin Chen, Ying Wang, Lei Jiao
Robust Transmission for Reconfigurable Intelligent Surface Aided Millimeter Wave Vehicular Communications With Statistical CSI. IEEE Trans. Wirel. Commun. 21 (2) (2022)
Jivitesh Sharma, Ole-Christoffer Granmo, Lei Jiao
On the Equivalence of the Weighted Tsetlin Machine and the Perceptron. CoRR (2022)
B. John Oommen, Xuan Zhang, Lei Jiao
A Comprehensive Survey of Estimator Learning Automata and Their Recent Convergence Results. Honoring Professor Mohammad S. Obaidat (2022)
Md. Haidar Sharif, Lei Jiao, Christian W. Omlin
Deep Crowd Anomaly Detection: State-of-the-Art, Challenges, and Future Research Directions. CoRR (2022)
Rohan Kumar Yadav, Lei Jiao, Ole-Christoffer Granmo, Morten Goodwin
Robust Interpretable Text Classification against Spurious Correlations Using AND-rules with Negation. IJCAI (2022)
Kristian Muri Knausgård, Arne Wiklund, Tonje Knutsen Sørdalen, Kim Tallaksen Halvorsen, Alf Ring Kleiven, Lei Jiao, Morten Goodwin
Temperate fish detection and classification: a deep learning based approach. Appl. Intell. 52 (6) (2022)
Rebekka Olsson Omslandseter, Lei Jiao, Xuan Zhang, Anis Yazidi, B. John Oommen
The Hierarchical Discrete Learning Automaton Suitable for Environments with Many Actions and High Accuracy Requirements. AI (2022)
Xuan Zhang, Lei Jiao, Ole-Christoffer Granmo, Morten Goodwin
On the Convergence of Tsetlin Machines for the IDENTITY- and NOT Operators. IEEE Trans. Pattern Anal. Mach. Intell. 44 (10) (2022)
Bimal Bhattarai, Ole-Christoffer Granmo, Lei Jiao
Word-level human interpretable scoring mechanism for novel text detection using Tsetlin Machines. Appl. Intell. 52 (15) (2022)
Rebekka Olsson Omslandseter, Lei Jiao, B. John Oommen
A Learning-Automata Based Solution for Non-equal Partitioning: Partitions with Common GCD Sizes. IEA/AIE (2) (2021)
Vimala Nunavath, Sahand Johansen, Tommy Sandtorv Johannessen, Lei Jiao, Bjørge Herman Hansen, Sveinung Berntsen, Morten Goodwin
Deep Learning for Classifying Physical Activities from Accelerometer Data. Sensors 21 (16) (2021)
Rohan Kumar Yadav, Lei Jiao, Morten Goodwin, Ole-Christoffer Granmo
Positionless aspect based sentiment analysis using attention mechanism. Knowl. Based Syst. 226 (2021)
Ziaul Haq Abbas, Zaiwar Ali, Ghulam Abbas, Lei Jiao, Muhammad Bilal, Doug Young Suh, Md. Jalil Piran
Computational Offloading in Mobile Edge with Comprehensive and Energy Efficient Cost Function: A Deep Learning Approach. Sensors 21 (10) (2021)
Jivitesh Sharma, Rohan Kumar Yadav, Ole-Christoffer Granmo, Lei Jiao
Human Interpretable AI: Enhancing Tsetlin Machine Stochasticity with Drop Clause. CoRR (2021)
Morten Goodwin, Kim Tallaksen Halvorsen, Lei Jiao, Kristian Muri Knausgård, Angela Helen Martin, Marta Moyano, Rebekah A. Oomen, Jeppe Have Rasmussen, Tonje Knutsen Sørdalen, Susanna Huneide Thorbjørnsen
Unlocking the potential of deep learning for marine ecology: overview, applications, and outlook. CoRR (2021)
Bimal Bhattarai, Ole-Christoffer Granmo, Lei Jiao
Measuring the Novelty of Natural Language Text using the Conjunctive Clauses of a Tsetlin Machine Text Classifier. ICAART (2) (2021)
Bimal Bhattarai, Ole-Christoffer Granmo, Lei Jiao
Explainable Tsetlin Machine framework for fake news detection with credibility score assessment. CoRR (2021)
Rohan Kumar Yadav, Lei Jiao, Ole-Christoffer Granmo, Morten Goodwin
Enhancing Interpretable Clauses Semantically using Pretrained Word Representation. BlackboxNLP@EMNLP (2021)
Lei Jiao, Xuan Zhang, Ole-Christoffer Granmo, Kuruge Darshana Abeyrathna
On the Convergence of Tsetlin Machines for the XOR Operator. CoRR (2021)
Rohan Kumar Yadav, Lei Jiao, Ole-Christoffer Granmo, Morten Goodwin
Human-Level Interpretable Learning for Aspect-Based Sentiment Analysis. AAAI (2021)
Kuruge Darshana Abeyrathna, Bimal Bhattarai, Morten Goodwin, Saeed Rahimi Gorji, Ole-Christoffer Granmo, Lei Jiao, Rupsa Saha, Rohan Kumar Yadav
Massively Parallel and Asynchronous Tsetlin Machine Architecture Supporting Almost Constant-Time Scaling. ICML (2021)
Rohan Kumar Yadav, Lei Jiao, Ole-Christoffer Granmo, Morten Goodwin
Interpretability in Word Sense Disambiguation using Tsetlin Machine. ICAART (2) (2021)
Bimal Bhattarai, Ole-Christoffer Granmo, Lei Jiao
Word-level Human Interpretable Scoring Mechanism for Novel Text Detection Using Tsetlin Machines. CoRR (2021)
Rohan Kumar Yadav, Lei Jiao, Ole-Christoffer Granmo, Morten Goodwin
An Interpretable Word Sense Classifier for Human Explainable Chatbot. ICAART (Revised Selected Papers) (2021)
Rohan Kumar Yadav, Lei Jiao, Ole-Christoffer Granmo, Morten Goodwin
Distributed Word Representation in Tsetlin Machine. CoRR (2021)
Lei Jiao, Xuan Zhang, Ole-Christoffer Granmo
On the Convergence of Tsetlin Machines for the AND and the OR Operators. CoRR (2021)
Rebekka Olsson Omslandseter, Lei Jiao, B. John Oommen
Object Migration Automata for Non-equal Partitioning Problems with Known Partition Sizes. AIAI (2021)
Bimal Bhattarai, Ole-Christoffer Granmo, Lei Jiao
A Tsetlin Machine Framework for Universal Outlier and Novelty Detection. ICAART (Revised Selected Papers) (2021)
Kristian Muri Knausgård, Arne Wiklund, Tonje Knutsen Sørdalen, Kim Halvorsen, Alf Ring Kleiven, Lei Jiao, Morten Goodwin
Temperate Fish Detection and Classification: a Deep Learning based Approach. CoRR (2020)
Yuanbin Chen, Ying Wang, Man Liu, Jiayi Zhang, Lei Jiao
Network Slicing Enabled Resource Management for Service-Oriented Ultra-Reliable and Low-Latency Vehicular Networks. IEEE Trans. Veh. Technol. 69 (7) (2020)
Zaiwar Ali, Sadia Khaf, Ziaul Haq Abbas, Ghulam Abbas, Lei Jiao, Amna Irshad, Kyung Sup Kwak, Muhammad Bilal
A Comprehensive Utility Function for Resource Allocation in Mobile Edge Computing. CoRR (2020)
Kuruge Darshana Abeyrathna, Bimal Bhattarai, Morten Goodwin, Saeed Rahimi Gorji, Ole-Christoffer Granmo, Lei Jiao, Rupsa Saha, Rohan Kumar Yadav
Massively Parallel and Asynchronous Tsetlin Machine Architecture Supporting Almost Constant-Time Scaling. CoRR (2020)
Xuan Zhang, Lei Jiao, Ole-Christoffer Granmo, Morten Goodwin
On the Convergence of Tsetlin Machines for the IDENTITY- and NOT Operators. CoRR (2020)
Bimal Bhattarai, Ole-Christoffer Granmo, Lei Jiao
Measuring the Novelty of Natural Language Text Using the Conjunctive Clauses of a Tsetlin Machine Text Classifier. CoRR (2020)
Arif Ullah, Ziaul Haq Abbas, Ghulam Abbas, Fazal Muhammad, Lei Jiao
Performance analysis of user-centric SBS deployment with load balancing in heterogeneous cellular networks: A Thomas cluster process approach. Comput. Networks 170 (2020)
Xuan Zhang, Lei Jiao, B. John Oommen, Ole-Christoffer Granmo
A Conclusive Analysis of the Finite-Time Behavior of the Discretized Pursuit Learning Automaton. IEEE Trans. Neural Networks Learn. Syst. 31 (1) (2020)
Arif Ullah, Ziaul Haq Abbas, Fazal Muhammad, Ghulam Abbas, Lei Jiao
Capacity driven small cell deployment in heterogeneous cellular networks: Outage probability and rate coverage analysis. Trans. Emerg. Telecommun. Technol. 31 (6) (2020)
Rebekka Olsson Omslandseter, Lei Jiao, Yuanwei Liu, B. John Oommen
User Grouping and Power Allocation in NOMA Systems: A Reinforcement Learning-Based Solution. IEA/AIE (2020)
Anis Yazidi, Xuan Zhang, Lei Jiao, B. John Oommen
The Hierarchical Continuous Pursuit Learning Automation: A Novel Scheme for Environments With Large Numbers of Actions. IEEE Trans. Neural Networks Learn. Syst. 31 (2) (2020)
Erlend Olsvik, Christian M. D. Trinh, Kristian Muri Knausgård, Arne Wiklund, Tonje Knutsen Sørdalen, Alf Ring Kleiven, Lei Jiao, Morten Goodwin
Biometric Fish Classification of Temperate Species Using Convolutional Neural Network with Squeeze-and-Excitation. CoRR (2019)
Ole-Christoffer Granmo, Sondre Glimsdal, Lei Jiao, Morten Goodwin, Christian W. Omlin, Geir Thore Berge
The Convolutional Tsetlin Machine. CoRR (2019)
Zaiwar Ali, Lei Jiao, Thar Baker, Ghulam Abbas, Ziaul Haq Abbas, Sadia Khaf
A Deep Learning Approach for Energy Efficient Computational Offloading in Mobile Edge Computing. IEEE Access 7 (2019)
Erlend Olsvik, Christian M. D. Trinh, Kristian Muri Knausgård, Arne Wiklund, Tonje Knutsen Sørdalen, Alf Ring Kleiven, Lei Jiao, Morten Goodwin
Biometric Fish Classification of Temperate Species Using Convolutional Neural Network with Squeeze-and-Excitation. IEA/AIE (2019)
Kuruge Darshana Abeyrathna, Ole-Christoffer Granmo, Lei Jiao, Morten Goodwin
The Regression Tsetlin Machine: A Tsetlin Machine for Continuous Output Problems. CoRR (2019)
Alamgir Naushad, Ghulam Abbas, Ziaul Haq Abbas, Lei Jiao
A novel faster failure detection strategy for link connectivity using Hello messaging in mobile ad hoc networks. Int. J. Ad Hoc Ubiquitous Comput. 32 (2) (2019)
Kuruge Darshana Abeyrathna, Ole-Christoffer Granmo, Lei Jiao, Morten Goodwin
The Regression Tsetlin Machine: A Tsetlin Machine for Continuous Output Problems. EPIA (2) (2019)
Zhijiang Li, Haonan Zhu, Liqin Cao, Lei Jiao, Yanfei Zhong, Ailong Ma
Face Inpainting via Nested Generative Adversarial Networks. IEEE Access 7 (2019)
Geir Thore Berge, Ole-Christoffer Granmo, Tor Oddbjørn Tveit, Morten Goodwin, Lei Jiao, Bernt Viggo Matheussen
Using the Tsetlin Machine to Learn Human-Interpretable Rules for High-Accuracy Text Categorization With Medical Applications. IEEE Access 7 (2019)
Sven Myrdahl Opalic, Morten Goodwin, Lei Jiao, Henrik Kofoed Nielsen, Mohan Lal Kolhe
Modelling of Compressors in an Industrial CO _2 -Based Operational Cooling System Using ANN for Energy Management Purposes. EANN (2019)
Zhijiang Li, Zhenshan Tan, Liqin Cao, Hu Chen, Lei Jiao, Yanfei Zhong
Directive local color transfer based on dynamic look-up table. Signal Process. Image Commun. 79 (2019)
Geir Thore Berge, Ole-Christoffer Granmo, Tor Oddbjørn Tveit, Morten Goodwin, Lei Jiao, Bernt Viggo Matheussen
Using the Tsetlin Machine to Learn Human-Interpretable Rules for High-Accuracy Text Categorization with Medical Applications. CoRR (2018)
Rajan Thapa, Lei Jiao, B. John Oommen, Anis Yazidi
A Learning Automaton-Based Scheme for Scheduling Domestic Shiftable Loads in Smart Grids. IEEE Access 6 (2018)
Anis Yazidi, Xuan Zhang, Lei Jiao, B. John Oommen
The Hierarchical Continuous Pursuit Learning Automation for Large Numbers of Actions. AIAI (2018)
Svein Inge Albrigtsen, Alexander Imenes, Morten Goodwin, Lei Jiao, Vimala Nunavath
Neuroevolution of Actively Controlled Virtual Characters - An Experiment for an Eight-Legged Character. EANN (2018)
Alamgir Naushad, Ghulam Abbas, Ziaul Haq Abbas, Lei Jiao, Fazal Muhammad
A Novel Dynamic Link Connectivity Strategy Using Hello Messaging for Maintaining Link Stability in MANETs. Wirel. Commun. Mob. Comput. 2018 (2018)
Rajan Thapa, Lei Jiao, B. John Oommen, Anis Yazidi
Scheduling Domestic Shiftable Loads in Smart Grids: A Learning Automata-Based Scheme. SmartGIFT (2017)
Fazal Muhammad, Ziaul Haq Abbas, Ghulam Abbas, Lei Jiao
Decoupled Downlink-Uplink Coverage Analysis with Interference Management for Enriched Heterogeneous Cellular Networks. IEEE Access 4 (2016)
Lei Jiao, Xuan Zhang, B. John Oommen, Ole-Christoffer Granmo
Optimizing channel selection for cognitive radio networks using a distributed Bayesian learning automata-based approach. Appl. Intell. 44 (2) (2016)
Xuan Zhang, B. John Oommen, Ole-Christoffer Granmo, Lei Jiao
A formal proof of the 𝜀-optimality of discretized pursuit algorithms. Appl. Intell. 44 (2) (2016)
Songpu Ai, Mohan Lal Kolhe, Lei Jiao, Nils Ulltveit-Moe, Qi Zhang
Domestic demand predictions considering influence of external environmental parameters. INDIN (2015)
Xuan Zhang, Ole-Christoffer Granmo, B. John Oommen, Lei Jiao
A formal proof of the ε-optimality of absorbing continuous pursuit algorithms using the theory of regular functions. Appl. Intell. 41 (3) (2014)
Lei Jiao, Xuan Zhang, Ole-Christoffer Granmo, B. John Oommen
A Bayesian Learning Automata-Based Distributed Channel Selection Scheme for Cognitive Radio Networks. IEA/AIE (2) (2014)
Xuan Zhang, B. John Oommen, Ole-Christoffer Granmo, Lei Jiao
Using the Theory of Regular Functions to Formally Prove the ε-Optimality of Discretized Pursuit Learning Algorithms. IEA/AIE (1) (2014)
Xuan Zhang, Ole-Christoffer Granmo, B. John Oommen, Lei Jiao
-Optimality of the Continuous Pursuit Learning Automaton. IEA/AIE (2013)
Xuan Zhang, Lei Jiao, Ole-Christoffer Granmo, B. John Oommen
Channel selection in Cognitive Radio Networks: A Switchable Bayesian Learning Automata approach. PIMRC (2013)