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2025
Identifying crowdfunding storytellers who deliver successful projects: a machine learning approach
Pourroostaei Ardakani, S., Hu, J., Zhang, J., Jin, K., Cai, T., Graham Bellotti, A. & Hua, X., Jan 2025, In: Journal of Supercomputing. 81, 1, 263.Research output: Journal Publication › Article › peer-review
Open Access -
2024
How to Achieve Swift Resilience: the Role of Digital Innovation Enabled Mindfulness
Ye, D., Liu, M. J., Luo, J. & Yannopoulou, N., Apr 2024, In: Information Systems Frontiers. 26, 2, p. 551-573 23 p.Research output: Journal Publication › Article › peer-review
Open Access -
Strong convergence of an explicit numerical approximation for n-dimensional superlinear SDEs with positive solutions
Cai, Y., Guo, Q. & Mao, X., Feb 2024, In: Mathematics and Computers in Simulation. 216, p. 198-212 15 p.Research output: Journal Publication › Article › peer-review
Open Access -
UAV-Assisted IoT Applications, QoS Requirements and Challenges with Future Research Directions
Adil, M., Song, H., Jan, M. A., Khan, M. K., He, X., Farouk, A. & Jin, Z., 14 May 2024, In: ACM Computing Surveys. 56, 10, 251.Research output: Journal Publication › Article › peer-review
Open Access -
2023
Content-Preserving Diffusion Model for Unsupervised AS-OCT Image Despeckling
Li, S., Higashita, R., Fu, H., Li, H., Niu, J. & Liu, J., 2023, Medical Image Computing and Computer Assisted Intervention – MICCAI 2023 - 26th International Conference, Proceedings. Greenspan, H., Greenspan, H., Madabhushi, A., Mousavi, P., Salcudean, S., Duncan, J., Syeda-Mahmood, T. & Taylor, R. (eds.). Springer Science and Business Media Deutschland GmbH, p. 660-670 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14226 LNCS).Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review
Open Access -
CT-Based Automatic Spine Segmentation Using Patch-Based Deep Learning
Qadri, S. F., Lin, H., Shen, L., Ahmad, M., Qadri, S., Khan, S., Khan, M., Zareen, S. S., Akbar, M. A., Bin Heyat, M. B. & Qamar, S., 2023, In: International Journal of Intelligent Systems. 2023, 2345835.Research output: Journal Publication › Article › peer-review
Open Access -
Elongated Physiological Structure Segmentation via Spatial and Scale Uncertainty-Aware Network
Zhang, Y., Xi, R., Fu, H., Towey, D., Bai, R., Higashita, R. & Liu, J., 2023, Medical Image Computing and Computer Assisted Intervention – MICCAI 2023 - 26th International Conference, Proceedings. Greenspan, H., Greenspan, H., Madabhushi, A., Mousavi, P., Salcudean, S., Duncan, J., Syeda-Mahmood, T. & Taylor, R. (eds.). Springer Science and Business Media Deutschland GmbH, p. 323-332 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14223 LNCS).Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review
Open Access -
Hedetniemi's conjecture from the topological viewpoint
Daneshpajouh, H. R., Karasev, R. & Volovikov, A., Apr 2023, In: Journal of Combinatorial Theory - Series A. 195, 105721.Research output: Journal Publication › Article › peer-review
Open Access -
Learning and integration of adaptive hybrid graph structures for multivariate time series forecasting
Guo, T., Hou, F., Pang, Y., Jia, X., Wang, Z. & Wang, R., Nov 2023, In: Information Sciences. 648, 119560.Research output: Journal Publication › Article › peer-review
Open Access -
Polar-Net: A Clinical-Friendly Model for Alzheimer’s Disease Detection in OCTA Images
Liu, S., Hao, J., Xu, Y., Fu, H., Guo, X., Liu, J., Zheng, Y., Liu, Y., Zhang, J. & Zhao, Y., 2023, Medical Image Computing and Computer Assisted Intervention – MICCAI 2023 - 26th International Conference, Proceedings. Greenspan, H., Greenspan, H., Madabhushi, A., Mousavi, P., Salcudean, S., Duncan, J., Syeda-Mahmood, T. & Taylor, R. (eds.). Springer Science and Business Media Deutschland GmbH, p. 607-617 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14226 LNCS).Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review
Open Access -
Recursive solution of initial value problems with temporal discretization
Edalat, A., Farjudian, A. & Li, Y., 20 Nov 2023, In: Theoretical Computer Science. 980, 114221.Research output: Journal Publication › Article › peer-review
Open Access -
TCEIP: Text Condition Embedded Regression Network for Dental Implant Position Prediction
Yang, X., Xie, J., Li, X., Li, X., Li, X., Shen, L. & Deng, Y., 2023, Medical Image Computing and Computer Assisted Intervention – MICCAI 2023 - 26th International Conference, Proceedings. Greenspan, H., Greenspan, H., Madabhushi, A., Mousavi, P., Salcudean, S., Duncan, J., Syeda-Mahmood, T. & Taylor, R. (eds.). Springer Science and Business Media Deutschland GmbH, p. 317-326 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14225 LNCS).Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review
Open Access -
2022
CAR: Class-Aware Regularizations for Semantic Segmentation
Huang, Y., Kang, D., Chen, L., Zhe, X., Jia, W., Bao, L. & He, X., 2022, Computer Vision – ECCV 2022 - 17th European Conference, Proceedings. Avidan, S., Brostow, G., Cissé, M., Farinella, G. M. & Hassner, T. (eds.). Springer Science and Business Media Deutschland GmbH, p. 518-534 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13688 LNCS).Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review
Open Access -
Weighted Concordance Index Loss-Based Multimodal Survival Modeling for Radiation Encephalopathy Assessment in Nasopharyngeal Carcinoma Radiotherapy
Fang, J., Li, A., OuYang, P. Y., Li, J., Wang, J., Liu, H., Xie, F. Y. & Liu, J., 2022, Medical Image Computing and Computer Assisted Intervention – MICCAI 2022 - 25th International Conference, Proceedings. Wang, L., Dou, Q., Fletcher, P. T., Speidel, S. & Li, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 191-201 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13437 LNCS).Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review
Open Access -
2021
A Formal Model for the Simulation and Analysis of Early Biofilm Formation
Cerone, A. & Marsili, E., 2021, From Data to Models and Back - 9th International Symposium, DataMod 2020, Revised Selected Papers. Bowles, J., Broccia, G. & Nanni, M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 134-151 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12611 LNCS).Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review
Open Access -
Context Aware 3D UNet for Brain Tumor Segmentation
Ahmad, P., Qamar, S., Shen, L. & Saeed, A., 2021, Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries - 6th International Workshop, BrainLes 2020, Held in Conjunction with MICCAI 2020, Revised Selected Papers. Crimi, A. & Bakas, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 207-218 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12658 LNCS).Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review
Open Access -
Cross-Domain Depth Estimation Network for 3D Vessel Reconstruction in OCT Angiography
Yu, S., Liu, Y., Zhang, J., Xie, J., Zheng, Y., Liu, J. & Zhao, Y., 2021, Medical Image Computing and Computer Assisted Intervention – MICCAI 2021 - 24th International Conference, Proceedings. de Bruijne, M., Cattin, P. C., Cotin, S., Padoy, N., Speidel, S., Zheng, Y. & Essert, C. (eds.). Springer Science and Business Media Deutschland GmbH, p. 13-23 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12908 LNCS).Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review
Open Access -
DVFS-Based Quality Maximization for Adaptive Applications with Diminishing Return
Yu, H., Ha, Y., Veeravalli, B., Chen, F. & El-Sayed, H., 1 May 2021, In: IEEE Transactions on Computers. 70, 5, p. 803-816 14 p., 9103045.Research output: Journal Publication › Article › peer-review
Open Access -
On the neighborhood complex of s→-stable Kneser graphs
Daneshpajouh, H. R. & Osztényi, J., Apr 2021, In: Discrete Mathematics. 344, 4, 112302.Research output: Journal Publication › Article › peer-review
Open Access -
Security and Privacy in IoT Using Machine Learning and Blockchain: Threats and Countermeasures
Waheed, N., He, X., Ikram, M., Usman, M., Hashmi, S. S. & Usman, M., Feb 2021, In: ACM Computing Surveys. 53, 6, 122.Research output: Journal Publication › Review article › peer-review
Open Access -
Selective Multi-scale Learning for Object Detection
Chen, J., Lu, W. & Shen, L., 2021, Artificial Neural Networks and Machine Learning – ICANN 2021 - 30th International Conference on Artificial Neural Networks, Proceedings. Farkaš, I., Masulli, P., Otte, S. & Wermter, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 3-14 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12892 LNCS).Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review
Open Access -
Short-term wind speed prediction with a two-layer attention-based lstm
Qian, J., Zhu, M., Zhao, Y. & He, X., 2021, In: Computer Systems Science and Engineering. 39, 2, p. 197-209 13 p.Research output: Journal Publication › Article › peer-review
Open Access -
Visualization of reactor core based on triangular mesh method
Lu, W., Yuan, G., Yang, H., Yang, H., Zhao, X. & Zhang, Q., 2021, In: Intelligent Automation and Soft Computing. 30, 2, p. 689-699 11 p.Research output: Journal Publication › Article › peer-review
Open Access -
2020
A hybrid combinatorial approach to a two-stage stochastic portfolio optimization model with uncertain asset prices
Cui, T., Bai, R., Ding, S., Parkes, A. J., Qu, R., He, F. & Li, J., 1 Feb 2020, In: Soft Computing. 24, 4, p. 2809-2831 23 p.Research output: Journal Publication › Article › peer-review
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A variable neighborhood search algorithm with reinforcement learning for a real-life periodic vehicle routing problem with time windows and open routes
Chen, B., Qu, R., Bai, R. & Laesanklang, W., 1 Sept 2020, In: RAIRO - Operations Research. 54, 5, p. 1467-1494 28 p.Research output: Journal Publication › Article › peer-review
Open Access -
Chestnut: Improve serendipity in movie recommendation by an information theory-based collaborative filtering approach
Peng, X., Zhang, H., Zhou, X., Wang, S., Sun, X. & Wang, Q., 2020, Human Interface and the Management of Information. Interacting with Information - Thematic Area, HIMI 2020, Held as Part of the 22nd International Conference, HCII 2020, Proceedings. Yamamoto, S. & Mori, H. (eds.). Springer, p. 78-95 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12185 LNCS).Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review
Open Access -
Domain Theoretic Second-Order Euler's Method for Solving Initial Value Problems
Edalat, A., Farjudian, A., Mohammadian, M. & Pattinson, D., 1 Oct 2020, In: Electronic Notes in Theoretical Computer Science. 352, p. 105-128 24 p.Research output: Journal Publication › Article › peer-review
Open Access -
Early findings from a large-scale user study of chestnut: Validations and implications
Peng, X., Huang, Z., Yang, C., Song, Z. & Sun, X., 2020, Human Interface and the Management of Information. Interacting with Information - Thematic Area, HIMI 2020, Held as Part of the 22nd International Conference, HCII 2020, Proceedings. Yamamoto, S. & Mori, H. (eds.). Springer, p. 65-77 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12185 LNCS).Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review
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Encoding Structure-Texture Relation with P-Net for Anomaly Detection in Retinal Images
Zhou, K., Xiao, Y., Yang, J., Cheng, J., Liu, W., Luo, W., Gu, Z., Liu, J. & Gao, S., 2020, Computer Vision – ECCV 2020 - 16th European Conference 2020, Proceedings. Vedaldi, A., Bischof, H., Brox, T. & Frahm, J.-M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 360-377 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12365 LNCS).Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review
Open Access -
Exploring the Design of Interactive Smart Textiles for Emotion Regulation
Jiang, M., Bhömer, M. T. & Liang, H. N., 2020, HCI International 2020 – Late Breaking Papers: Digital Human Modeling and Ergonomics, Mobility and Intelligent Environments - 22nd HCI International Conference, HCII 2020, Proceedings. Stephanidis, C., Duffy, V. G., Streitz, N., Konomi, S. & Krömker, H. (eds.). Springer Science and Business Media Deutschland GmbH, p. 298-315 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12429 LNCS).Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review
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Instance-Aware Self-supervised Learning for Nuclei Segmentation
Xie, X., Chen, J., Li, Y., Shen, L., Ma, K. & Zheng, Y., 2020, Medical Image Computing and Computer Assisted Intervention – MICCAI 2020 - 23rd International Conference, Proceedings. Martel, A. L., Abolmaesumi, P., Stoyanov, D., Mateus, D., Zuluaga, M. A., Zhou, S. K., Racoceanu, D. & Joskowicz, L. (eds.). Springer Science and Business Media Deutschland GmbH, p. 341-350 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12265 LNCS).Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review
Open Access -
Investigation of Potential Cognition Factors Correlated to Fire Evacuation
Yan, J., He, G. & Basiri, A., 2020, Spatial Cognition - 12th International Conference, Spatial Cognition 2020, Proceedings. Skilters, J., Newcombe, N. S. & Uttal, D. (eds.). Springer, p. 143-159 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12162 LNAI).Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review
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Offline and online algorithms for single-minded selling problem
Zhang, Y., Chin, F. Y. L., Poon, S. H., Ting, H. F., Xu, D. & Yu, D., 12 Jun 2020, In: Theoretical Computer Science. 821, p. 15-22 8 p.Research output: Journal Publication › Article › peer-review
Open Access -
Reconciliation of privacy with preventive cybersecurity: the bright internet approach
Lee, J. K., Chang, Y., Kwon, H. Y. & Kim, B., 1 Feb 2020, In: Information Systems Frontiers. 22, 1, p. 45-57 13 p.Research output: Journal Publication › Article › peer-review
Open Access -
The use of augmented reality for solving arithmetic problems for preschool children
Zhou, S., Sun, X., Shi, Z. & Lu, Y., 2020, Learning and Collaboration Technologies. Human and Technology Ecosystems - 7th International Conference, LCT 2020, Held as Part of the 22nd HCI International Conference, HCII 2020, Proceedings. Zaphiris, P., Ioannou, A. & Ioannou, A. (eds.). Springer, p. 574-584 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12206 LNCS).Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review
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TR-GAN: Topology Ranking GAN with Triplet Loss for Retinal Artery/Vein Classification
Chen, W., Yu, S., Wu, J., Ma, K., Bian, C., Chu, C., Shen, L. & Zheng, Y., 2020, Medical Image Computing and Computer Assisted Intervention – MICCAI 2020 - 23rd International Conference, Proceedings. Martel, A. L., Abolmaesumi, P., Stoyanov, D., Mateus, D., Zuluaga, M. A., Zhou, S. K., Racoceanu, D. & Joskowicz, L. (eds.). Springer Science and Business Media Deutschland GmbH, p. 616-625 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12265 LNCS).Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review
Open Access -
2019
An examination of the long-term business value of investments in information technology
Shea, V. J., Dow, K. E., Chong, A. Y. L. & Ngai, E. W. T., 15 Feb 2019, In: Information Systems Frontiers. 21, 1, p. 213-227 15 p.Research output: Journal Publication › Article › peer-review
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An optimized unsupervised manifold learning algorithm for manycore architectures
Baldassin, A., Weng, Y., Guimarães Pedronette, D. C. & Almeida, J., Sept 2019, In: Information Sciences. 496, p. 410-430 21 p.Research output: Journal Publication › Article › peer-review
Open Access -
A survey on big multimedia data processing and management in smart cities
Usman, M., Jan, M. A., He, X. & Chen, J., Jun 2019, In: ACM Computing Surveys. 52, 3, 54.Research output: Journal Publication › Review article › peer-review
Open Access -
Computable analysis of linear rearrangement optimization
Farjudian, A., 2019, Theory and Applications of Models of Computation - 15th Annual Conference, TAMC 2019, Proceedings. Gopal, T. V. & Watada, J. (eds.). Springer Verlag, p. 172-187 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11436 LNCS).Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review
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Feature fusion based deep spatiotemporal model for violence detection in videos
Asad, M., Yang, Z., Khan, Z., Yang, J. & He, X., 2019, Neural Information Processing - 26th International Conference, ICONIP 2019, Proceedings. Gedeon, T., Wong, K. W. & Lee, M. (eds.). Springer, p. 405-417 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11953 LNCS).Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review
Open Access -
Guest editors’ foreword
Rahman, S., Yen, H. C. & Poon, S. H., 2019, In: Journal of Graph Algorithms and Applications. 23, 1, p. 1-2 2 p.Research output: Journal Publication › Editorial
Open Access -
Improving understanding of EEG measurements using transparent machine learning models
Roadknight, C., Zong, G. & Rattadilok, P., 2019, Health Information Science - 8th International Conference, HIS 2019, Proceedings. Wang, H., Siuly, S., Zhang, Y., Zhou, R., Martin-Sanchez, F. & Huang, Z. (eds.). Springer, p. 134-142 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11837 LNCS).Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review
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On exploiting priority relation graph for reliable multi-path communication in mobile social networks
Lin, L., Xu, L., Huang, Y., Xiang, Y. & He, X., Mar 2019, In: Information Sciences. 477, p. 490-507 18 p.Research output: Journal Publication › Article › peer-review
Open Access -
On the Application of Preaggregation Functions to Fuzzy Pattern Tree
Su, P., Chen, T., Mao, H., Xie, J., Zhao, Y. & Liu, J., Jun 2019, 2019 IEEE International Conference on Fuzzy Systems, FUZZ 2019. Institute of Electrical and Electronics Engineers Inc., 8858922. (IEEE International Conference on Fuzzy Systems; vol. 2019-June).Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review
Open Access -
Quantifying the effects of temperature and noise on attention-level using EDA and EEG sensors
Xue, Z., Yang, L., Rattadilok, P., Li, S. & Gao, L., 2019, Health Information Science - 8th International Conference, HIS 2019, Proceedings. Wang, H., Siuly, S., Zhang, Y., Zhou, R., Martin-Sanchez, F. & Huang, Z. (eds.). Springer, p. 250-262 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11837 LNCS).Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review
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Second Order Linear Energy Stable Schemes for Allen-Cahn Equations with Nonlocal Constraints
Jing, X., Li, J., Zhao, X. & Wang, Q., 15 Jul 2019, In: Journal of Scientific Computing. 80, 1, p. 500-537 38 p.Research output: Journal Publication › Article › peer-review
Open Access -
Special Issue on Selected Papers from the 11th International Conference and Workshops on Algorithms and Computation (WALCOM 2017)
Yen, H. C., Rahman, M. S. & Poon, S. H., 15 Oct 2019, In: Theoretical Computer Science. 789, p. 1 1 p.Research output: Journal Publication › Editorial
Open Access -
2018
An open-source toolbox for PEM fuel cell simulation
Kone, J. P., Zhang, X., Yan, Y. & Adegbite, S., 2018, In: Computation. 6, 2, 38.Research output: Journal Publication › Article › peer-review
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A topological lower bound for the chromatic number of a special family of graphs
Daneshpajouh, H. R., Feb 2018, In: Discrete Mathematics. 341, 2, p. 508-512 5 p.Research output: Journal Publication › Article › peer-review
Open Access