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ORCIDMahdi Jalili
Mahdi Jalili-Kharaajoo – Mahdi Jalili Kharaajoo
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2020 – today
- 2024
[j97]Ammara Mehmood, Muhammad Asif Zahoor Raja
, Mahdi Jalili, Sai Ho Ling:
Identification of fractional Hammerstein model for electrical stimulated muscle: An application of fuzzy-weighted differential evolution. Biomed. Signal Process. Control. 87(Part B): 105545 (2024)- [j96]Mahdi Jalili, Rezvan Salehi, Mehdi Dehghan:
An efficient meshless method to approximate semi-linear stochastic evolution equations. Eng. Comput. 40(1): 61-90 (2024) - [j95]Md. Murshadul Hoque, Mohsen Khorasany, M. Imran Azim, Reza Razzaghi, Mahdi Jalili:
Dynamic Operating Envelope-Based Local Energy Market for Prosumers With Electric Vehicles. IEEE Trans. Smart Grid 15(2): 1712-1724 (2024) - [j94]Hui Song, Mahdi Jalili, Xinghuo Yu, Peter McTaggart:
Two-Stage Multitasking Energy Demand Prediction. IEEE Trans. Syst. Man Cybern. Syst. 54(3): 1554-1565 (2024) - 2023
- [j93]Amirhossein Ahmadi, Mohammad Talaei, Masod Sadipour, Ali Moradi Amani, Mahdi Jalili:
Deep Federated Learning-Based Privacy-Preserving Wind Power Forecasting. IEEE Access 11: 39521-39530 (2023) - [j92]Maryam Gholami, Amir Sheikhahmadi, Keyhan Khamforoosh, Mahdi Jalili, Farshid Veisi:
A new approach to finding overlapping community structure in signed networks based on Neutrosophic theory. J. Complex Networks 12(1) (2023) - [j91]Ahmad Asgharian Rezaei, Justin Munoz, Mahdi Jalili, Hamid Khayyam:
A machine learning-based approach for vital node identification in complex networks. Expert Syst. Appl. 214: 119086 (2023) - [j90]Mohammadreza Radmanesh, Hossein Ghorbanzadeh, Ahmad Asgharian Rezaei, Mahdi Jalili, Xinghuo Yu:
Learning asymmetric embedding for attributed networks via convolutional neural network. Expert Syst. Appl. 219: 119659 (2023) - [j89]Mojgan Fayyazi, Monireh Abdoos, Duong Phan, Mohsen Golafrouz, Mahdi Jalili, Reza N. Jazar, Reza Langari, Hamid Khayyam:
Real-time self-adaptive Q-learning controller for energy management of conventional autonomous vehicles. Expert Syst. Appl. 222: 119770 (2023) - [j88]Ghazaleh Niknam, Soheila Molaei, Hadi Zare, Shirui Pan, Mahdi Jalili, Tingting Zhu, David A. Clifton:
DyVGRNN: DYnamic mixture Variational Graph Recurrent Neural Networks. Neural Networks 165: 596-610 (2023) - [j87]Zhiyi Chen, Ali Moradi Amani, Xinghuo Yu, Mahdi Jalili:
Control and Optimisation of Power Grids Using Smart Meter Data: A Review. Sensors 23(4): 2118 (2023) - [j86]Ali Moradi Amani, Miquel A. Fiol, Mahdi Jalili, Guanrong Chen, Xinghuo Yu, Lewi Stone:
Discovering Important Nodes of Complex Networks Based on Laplacian Spectra. IEEE Trans. Circuits Syst. I Regul. Pap. 70(10): 4146-4158 (2023) - [j85]Hui Song, Chen Liu, Mahdi Jalili, Xinghuo Yu, Peter McTaggart:
Ensemble Classification Model for EV Identification From Smart Meter Recordings. IEEE Trans. Ind. Informatics 19(3): 3274-3283 (2023) - [j84]Soheila Molaei, Nima Ghanbari Bousejin, Hadi Zare, Mahdi Jalili, Shirui Pan:
Learning Graph Representations With Maximal Cliques. IEEE Trans. Neural Networks Learn. Syst. 34(2): 1089-1096 (2023) - [j83]Md. Murshadul Hoque, Mohsen Khorasany, Reza Razzaghi, Mahdi Jalili, Hao Wang:
Network-Aware Coordination of Aggregated Electric Vehicles Considering Charge-Discharge Flexibility. IEEE Trans. Smart Grid 14(3): 2125-2139 (2023) - [j82]Mirhamed Mola, Ali Moradi Amani, Mahdi Jalili, Hamid Khayyam:
Data-Driven Predictive Control of CVT System for Improving Energy Efficiency of Autonomous Vehicles. IEEE Trans. Veh. Technol. 72(2): 1501-1514 (2023) - [c81]Saman Mehrnia, Hui Song, Nameer Al Khafaf, Mahdi Jalili, Brendan P. McGrath, Lasantha Meegahapola:
Multi-Objective Electric Vehicle Charge Scheduling Using Incentive-Based Compensation Mechanism to Increase Vehicle-to-Grid Participation. IECON 2023: 1-6 - [i19]Linji Chen, Homayoun Hamedmoghadam, Mahdi Jalili, Mohsen Ramezani:
Electric Vehicle E-hailing Fleet Dispatching and Charge Scheduling. CoRR abs/2302.12650 (2023) - [i18]Narges Sadat Fazeli Dehkordi, Hadi Zare, Parham Moradi, Mahdi Jalili:
Graph Variational Embedding Collaborative Filtering. CoRR abs/2311.11824 (2023) - 2022
- [j81]Amin Sharafi, Arash Vahidnia, Mahdi Jalili, Gerard Ledwich:
Adaptive Wide-Area Control of Power Systems Through Dynamic Load Modulating SVCs. IEEE Access 10: 22980-22996 (2022) - [j80]Sajad Ahmadian, Nima Joorabloo, Mahdi Jalili, Milad Ahmadian:
Alleviating data sparsity problem in time-aware recommender systems using a reliable rating profile enrichment approach. Expert Syst. Appl. 187: 115849 (2022) - [j79]Sajad Ahmadian, Milad Ahmadian, Mahdi Jalili:
A deep learning based trust- and tag-aware recommender system. Neurocomputing 488: 557-571 (2022) - [j78]Nima Joorabloo, Mahdi Jalili, Yongli Ren:
Improved recommender systems by denoising ratings in highly sparse datasets through individual rating confidence. Inf. Sci. 601: 242-254 (2022) - [j77]Justin Munoz, Mahdi Jalili, Laleh Tafakori:
Hierarchical classification for account code suggestion. Knowl. Based Syst. 251: 109302 (2022) - [j76]Mohammadreza Radmanesh, Ahmad Asgharian Rezaei, Mahdi Jalili, Alireza Hashemi, Morteza Moazami-Goudarzi:
Online spike sorting via deep contractive autoencoder. Neural Networks 155: 39-49 (2022) - [j75]Amirhossein Ahmadi, Yasin Asadi, Ali Moradi Amani, Mahdi Jalili, Xinghuo Yu:
Resilient Model Predictive Adaptive Control of Networked Z-Source Inverters Using GMDH. IEEE Trans. Smart Grid 13(5): 3723-3734 (2022) - [c80]Chen Liu, Hui Song, Mahdi Jalili, Peter McTaggart:
A Gated Recurrent Neural Network for Electric Vehicle Detection with Imbalanced Samples. AI 2022: 279-290 - [c79]Guangrui Zhang, Xinghuo Yu, Zhiyi Chen, Mahdi Jalili, Ali Moradi Amani:
Pinning Control of Multi-agent Systems with Periodical Switching Topology. ICIT 2022: 1-8 - [c78]Samaneh Sadat Sajjadi, Najmeh Bazmohammadi, Ali Moradi Amani, Mahdi Jalili, Josep M. Guerrero, Xinghuo Yu:
Control of Battery Storage Systems in Residential Grids: Model-based vs. Data-Driven Approaches. INDIN 2022: 157-161 - [i17]Ahmad Asgharian Rezaei, Justin Munoz, Mahdi Jalili, Hamid Khayyam:
Vital Node Identification in Complex Networks Using a Machine Learning-Based Approach. CoRR abs/2202.06229 (2022) - [i16]Mohammadreza Radmanesh, Hossein Ghorbanzadeh, Ahmad Asgharian Rezaei, Mahdi Jalili, Xinghuo Yu:
Learning Asymmetric Embedding for Attributed Networks via Convolutional Neural Network. CoRR abs/2202.06307 (2022) - 2021
- [j74]Soheila Molaei, Amirhossein Havvaei, Hadi Zare, Mahdi Jalili:
Collaborative Deep Forest Learning for Recommender Systems. IEEE Access 9: 22053-22061 (2021) - [j73]Ali Moradi Amani, Mahdi Jalili:
Power Grids as Complex Networks: Resilience and Reliability Analysis. IEEE Access 9: 119010-119031 (2021) - [j72]Hossein Ghorbanzadeh, Amir Sheikhahmadi, Mahdi Jalili, Sadegh Sulaimany:
A hybrid method of link prediction in directed graphs. Expert Syst. Appl. 165: 113896 (2021) - [j71]Nima Joorabloo, Mahdi Jalili, Yongli Ren:
A probabilistic graph-based method to solve precision-diversity dilemma in recommender systems. Expert Syst. Appl. 184: 115485 (2021) - [j70]Justin Munoz, Ahmad Asgharian Rezaei, Mahdi Jalili, Laleh Tafakori:
Deep learning based bi-level approach for proactive loan prospecting. Expert Syst. Appl. 185: 115607 (2021) - [j69]Soheila Molaei, Nima Ghanbari Bousejin, Hadi Zare, Mahdi Jalili:
Deep node clustering based on mutual information maximization. Neurocomputing 455: 274-282 (2021) - [j68]Nozhatalzaman Gaeini, Ali Moradi Amani, Mahdi Jalili, Xinghuo Yu:
Optimization of Communication Network Topology in Distributed Control Systems Subject to Prescribed Decay Rate. IEEE Trans. Cybern. 51(8): 4277-4285 (2021) - [j67]Nameer Al Khafaf, Mahdi Jalili, Peter Sokolowski:
A Novel Clustering Index to Find Optimal Clusters Size With Application to Segmentation of Energy Consumers. IEEE Trans. Ind. Informatics 17(1): 346-355 (2021) - [j66]Hadi Zare, Mahdi Hajiabadi, Mahdi Jalili:
Detection of Community Structures in Networks With Nodal Features based on Generative Probabilistic Approach. IEEE Trans. Knowl. Data Eng. 33(7): 2863-2874 (2021) - [c77]Hassan Alsharif, Mahdi Jalili, Kazi N. Hasan:
A Comparative Analysis of Centralised vs. Distributed Battery Energy Storage System in Providing Frequency Regulation. ISGT Asia 2021: 1-5 - [c76]Dominic Goh, Peter Sokolowski, Mahdi Jalili:
Multi-day Residential EV Charging Strategy Using Reinforcement Learning. ISIE 2021: 1-6 - [i15]Hui Song, Chen Liu, Mahdi Jalili, Xinghuo Yu, Peter McTaggart:
Multi-Objective Optimization of Electric Vehicle Charging Schedule with Time of Use Tariff. CoRR abs/2108.05062 (2021) - [i14]Amir Reza Jafari, Behnam Heidary, Reza Farahbakhsh, Mostafa Salehi, Mahdi Jalili:
Transfer Learning for Multi-lingual Tasks - a Survey. CoRR abs/2110.02052 (2021) - [i13]Ahmad Asgharian Rezaei, Mahdi Jalili, Hamid Khayyam:
Influential Node Ranking in Complex Networks Using A Randomized DynamicsSensitive Approach. CoRR abs/2112.02927 (2021) - 2020
- [j65]Hamid Khayyam, Ali Jamali, Alireza Bab-Hadiashar, Thomas Esch, Seeram Ramakrishna, Mahdi Jalili, Minoo Naebe:
A Novel Hybrid Machine Learning Algorithm for Limited and Big Data Modeling With Application in Industry 4.0. IEEE Access 8: 111381-111393 (2020) - [j64]Nima Joorabloo, Mahdi Jalili, Yongli Ren:
Improved Collaborative Filtering Recommendation Through Similarity Prediction. IEEE Access 8: 202122-202132 (2020) - [j63]Fahimeh Nazarimehr, Shirin Panahi, Mahdi Jalili, Matjaz Perc, Sajad Jafari, Brigita Fercec:
Multivariable coupling and synchronization in complex networks. Appl. Math. Comput. 372 (2020) - [j62]Martin Scharm, Olaf Wolkenhauer, Mahdi Jalili, Ali Salehzadeh-Yazdi:
GEMtractor: extracting views into genome-scale metabolic models. Bioinform. 36(10): 3281-3282 (2020) - [j61]Ahmad Zareie, Amir Sheikhahmadi, Mahdi Jalili:
Identification of influential users in social network using gray wolf optimization algorithm. Expert Syst. Appl. 142 (2020) - [j60]Mahdieh Labani, Parham Moradi, Mahdi Jalili:
A multi-objective genetic algorithm for text feature selection using the relative discriminative criterion. Expert Syst. Appl. 149: 113276 (2020) - [j59]Sajad Ahmadian, Nima Joorabloo, Mahdi Jalili, Yongli Ren, Majid Meghdadi, Mohsen Afsharchi:
A social recommender system based on reliable implicit relationships. Knowl. Based Syst. 192: 105371 (2020) - [j58]Ahmad Zareie, Amir Sheikhahmadi, Mahdi Jalili, Mohammad Sajjad Khaksar Fasaei:
Finding influential nodes in social networks based on neighborhood correlation coefficient. Knowl. Based Syst. 194: 105580 (2020) - [j57]Xiao Fang, Guanghui Wen, Zheng-Guang Wu, Mahdi Jalili, Hong-xiang Hu:
Designing Observer-Type Controller for Containment of Discrete-Time Linear MASs Over Signed Graph. IEEE Trans. Circuits Syst. II Express Briefs 67-II(3): 511-515 (2020) - [j56]Ali Moradi Amani, Guanrong Chen, Mahdi Jalili, Xinghuo Yu, Lewi Stone:
Distributed Rigidity Recovery in Distance-Based Formations Using Configuration Lattice. IEEE Trans. Control. Netw. Syst. 7(3): 1547-1558 (2020) - [j55]Jyoti Prakash Mishra, Chaojie Li, Mahdi Jalili, Xinghuo Yu:
Robust Second-Order Consensus Using a Fixed-Time Convergent Sliding Surface in Multiagent Systems. IEEE Trans. Cybern. 50(2): 846-855 (2020) - [c75]Mohammadreza Radmanesh, Ahmad Asgharian Rezaei, Nameer Al Khafaf, Mahdi Jalili:
Topological Deep Network Embedding. ICAIIC 2020: 476-481 - [c74]Moein Khajehnejad, Ahmad Asgharian Rezaei, Mahmoudreza Babaei, Jessica Hoffmann, Mahdi Jalili, Adrian Weller:
Adversarial Graph Embeddings for Fair Influence Maximization over Social Networks. IJCAI 2020: 4306-4312 - [i12]Moein Khajehnejad, Ahmad Asgharian Rezaei, Mahmoudreza Babaei, Jessica Hoffmann, Mahdi Jalili, Adrian Weller:
Adversarial Graph Embeddings for Fair Influence Maximization over Social Networks. CoRR abs/2005.04074 (2020) - [i11]Amin Javari, Mehrab Norouzitallab, Mahdi Jalili:
Who will accept my request? Predicting response of link initiation in two-way relation networks. CoRR abs/2012.11172 (2020)
2010 – 2019
- 2019
- [j54]Shirin Panahi, Touraj Shirzadian, Mahdi Jalili, Sajad Jafari:
A new chaotic network model for epilepsy. Appl. Math. Comput. 346: 395-407 (2019) - [j53]Zeynab Samei, Mahdi Jalili:
Discovering spurious links in multiplex networks based on interlayer relevance. J. Complex Networks 7(5): 641-658 (2019) - [j52]Ahmad Zareie, Amir Sheikhahmadi, Mahdi Jalili:
Influential node ranking in social networks based on neighborhood diversity. Future Gener. Comput. Syst. 94: 120-129 (2019) - [j51]Ahmad Zareie, Amir Sheikhahmadi, Mahdi Jalili:
Identification of influential users in social networks based on users' interest. Inf. Sci. 493: 217-231 (2019) - [j50]Yashar Toopchi, Mahdi Jalili, Jalil Sadati, Jidong Wang:
Fractional PI pinning synchronization of fractional complex dynamical networks. J. Comput. Appl. Math. 347: 357-368 (2019) - [j49]Jyoti Prakash Mishra, Liuping Wang, Yuankang Zhu, Xinghuo Yu, Mahdi Jalili:
A Novel Mixed Cascade Finite-Time Switching Control Design for Induction Motor. IEEE Trans. Ind. Electron. 66(2): 1172-1181 (2019) - [j48]Vahid Ranjbar, Mostafa Salehi, Pegah Jandaghi, Mahdi Jalili:
QANet: Tensor Decomposition Approach for Query-Based Anomaly Detection in Heterogeneous Information Networks. IEEE Trans. Knowl. Data Eng. 31(11): 2178-2189 (2019) - [j47]Homayoun Hamedmoghadam, Mahdi Jalili, Parham Moradi, Xinghuo Yu:
A Global Optimization Approach Based on Opinion Formation in Complex Networks. IEEE Trans. Netw. Sci. Eng. 6(3): 173-187 (2019) - [c73]Seyed Amjad Seyedi, S. Siamak Ghodsi, Fardin Akhlaghian Tab, Mahdi Jalili, Parham Moradi:
Self-Paced Multi-Label Learning with Diversity. ACML 2019: 790-805 - [c72]Nameer Al Khafaf, Mahdi Jalili, Peter Sokolowski:
Application of Deep Learning Long Short-Term Memory in Energy Demand Forecasting. EANN 2019: 31-42 - [c71]Nima Joorabloo, Mahdi Jalili, Yongli Ren:
A Probabilistic Graph-Based Method to Improve Recommender System Accuracy. EANN 2019: 151-163 - [c70]Nima Joorabloo, Mahdi Jalili, Yongli Ren:
A New Temporal Recommendation System based on Users' Similarity Prediction. KDIR 2019: 555-560 - [c69]Jyoti Prakash Mishra, Xinghuo Yu, Mahdi Jalili:
A Non-singular Terminal Recursive Surface Structure Design for Higher-order Systems. ISIE 2019: 440-444 - [i10]Nameer Al Khafaf, Mahdi Jalili, Peter Sokolowski:
Optimal Clustering of Energy Consumers based on Entropy of the Correlation Matrix between Clusters. CoRR abs/1903.01159 (2019) - [i9]Nameer Al Khafaf, Mahdi Jalili, Peter Sokolowski:
Application of Deep Learning Long Short-Term Memory in Energy Demand Forecasting. CoRR abs/1903.11941 (2019) - [i8]Shaghayegh Najari, Mostafa Salehi, Vahid Ranjbar, Mahdi Jalili:
Link Prediction in Multiplex Networks based on Interlayer Similarity. CoRR abs/1904.10169 (2019) - [i7]Seyed Amjad Seyedi, S. Siamak Ghodsi, Fardin Akhlaghian Tab, Mahdi Jalili, Parham Moradi:
Self-Paced Multi-Label Learning with Diversity. CoRR abs/1910.03497 (2019) - [i6]Hadi Zare, Mahdi Hajiabadi, Mahdi Jalili:
Detection of Community Structures in Networks with Nodal Features based on Generative Probabilistic Approach. CoRR abs/1912.11420 (2019) - 2018
- [j46]Mahdi Jalili, Sajad Ahmadian, Maliheh Izadi, Parham Moradi, Mostafa Salehi:
Evaluating Collaborative Filtering Recommender Algorithms: A Survey. IEEE Access 6: 74003-74024 (2018) - [j45]Mahdieh Labani, Parham Moradi, Fardin Ahmadizar, Mahdi Jalili:
A novel multivariate filter method for feature selection in text classification problems. Eng. Appl. Artif. Intell. 70: 25-37 (2018) - [j44]Fatemeh Rezaeimehr, Parham Moradi, Sajad Ahmadian, Nooruldeen Nasih Qader, Mahdi Jalili:
TCARS: Time- and Community-Aware Recommendation System. Future Gener. Comput. Syst. 78: 419-429 (2018) - [j43]Ryan Ghanbari, Mahdi Jalili, Xinghuo Yu:
Correlation of cascade failures and centrality measures in complex networks. Future Gener. Comput. Syst. 83: 390-400 (2018) - [j42]Parham Moradi, Nafiseh Imanian, Nooruldeen Nasih Qader, Mahdi Jalili:
Improving exploration property of velocity-based artificial bee colony algorithm using chaotic systems. Inf. Sci. 465: 130-143 (2018) - [j41]Alireza Abbasi, Mahdi Jalili, Abolghasem Sadeghi-Niaraki:
Influence of network-based structural and power diversity on research performance. Scientometrics 117(1): 579-590 (2018) - [j40]Jyoti Prakash Mishra, Xinghuo Yu, Mahdi Jalili:
Arbitrary-Order Continuous Finite-Time Sliding Mode Controller for Fixed-Time Convergence. IEEE Trans. Circuits Syst. II Express Briefs 65-II(12): 1988-1992 (2018) - [c68]Sajad Ahmadian, Nima Joorabloo, Mahdi Jalili, Majid Meghdadi, Mohsen Afsharchi, Yongli Ren:
A Temporal Clustering Approach for Social Recommender Systems. ASONAM 2018: 1139-1144 - [c67]Hashem Parvin, Parham Moradi, Shahrokh Esmaeili, Mahdi Jalili:
An Efficient Recommender System by Integrating Non-Negative Matrix Factorization with Trust and Distrust Relationships. DSW 2018: 135-139 - [c66]Nameer Al Khafaf, Mahdi Jalili, Peter Sokolowski:
Demand Response Planning Tool using Markov Decision Process. INDIN 2018: 484-489 - [c65]Ali Moradi Amani, Mahdi Jalili, Xinghuo Yu, Lewi Stone:
A New Metric to Find the Most Vulnerable Node in Complex Networks. ISCAS 2018: 1-5 - [c64]Jyoti Prakash Mishra, Mahdi Jalili, Xinghuo Yu:
Robust Pinning Synchronization of Complex Network with Non-linear Coupling using Switching Control. ISCAS 2018: 1-5 - [i5]Homayoun Hamedmoghadam, Nima Joorabloo, Mahdi Jalili:
Australia's long-term electricity demand forecasting using deep neural networks. CoRR abs/1801.02148 (2018) - [i4]Amin Javari, Hongxiang Qiu, Elham Barzegaran, Mahdi Jalili, Kevin Chen-Chuan Chang:
Statistical Link Label Modeling for Sign Prediction: Smoothing Sparsity by Joining Local and Global Information. CoRR abs/1802.06265 (2018) - [i3]Vahid Ranjbar, Mostafa Salehi, Pegah Jandaghi, Mahdi Jalili:
QANet: Tensor Decomposition Approach for Query-based Anomaly Detection in Heterogeneous Information Networks. CoRR abs/1810.08382 (2018) - 2017
- [j39]Mahdi Jalili, Matjaz Perc:
Information cascades in complex networks. J. Complex Networks 5(5): 665-693 (2017) - [j38]Ali Moradi Amani, Nozhatalzaman Gaeini, Mahdi Jalili, Xinghuo Yu:
Which Generation Unit Should be Selected as Control Leader in Secondary Frequency Control of Microgrids? IEEE J. Emerg. Sel. Topics Circuits Syst. 7(3): 393-402 (2017) - [j37]Abtin Khodadadi, Mahdi Jalili:
Sign prediction in social networks based on tendency rate of equivalent micro-structures. Neurocomputing 257: 175-184 (2017) - [j36]Mahdi Jalili:
Graph theoretical analysis of Alzheimer's disease: Discrimination of AD patients from healthy subjects. Inf. Sci. 384: 145-156 (2017) - [j35]Mohammad Mahdi Azadjalal, Parham Moradi, Alireza Abdollahpouri, Mahdi Jalili:
A trust-aware recommendation method based on Pareto dominance and confidence concepts. Knowl. Based Syst. 116: 130-143 (2017) - [j34]Ali Moradi Amani, Mahdi Jalili, Xinghuo Yu, Lewi Stone:
Finding the Most Influential Nodes in Pinning Controllability of Complex Networks. IEEE Trans. Circuits Syst. II Express Briefs 64-II(6): 685-689 (2017) - [j33]Mahdi Jalili, Xinghuo Yu:
Enhancing Pinning Controllability of Complex Networks Through Link Rewiring. IEEE Trans. Circuits Syst. II Express Briefs 64-II(6): 690-694 (2017) - [j32]Saeedeh Afshari, Mahdi Jalili:
Directed Functional Networks in Alzheimer's Disease: Disruption of Global and Local Connectivity Measures. IEEE J. Biomed. Health Informatics 21(4): 949-955 (2017) - [j31]Omid Askari Sichani, Mahdi Jalili:
Inference of Hidden Social Power Through Opinion Formation in Complex Networks. IEEE Trans. Netw. Sci. Eng. 4(3): 154-164 (2017) - [c63]Ali Moradi Amani, Nozhatalzaman Gaeini, Mahdi Jalili, Xinghuo Yu:
Effect of disconnection of generation units on the rate of change of frequency in distributed power systems. ANZCC 2017: 127-132 - [c62]Amin Javari, Hongxiang Qiu, Elham Barzegaran, Mahdi Jalili, Kevin Chen-Chuan Chang:
Statistical Link Label Modeling for Sign Prediction: Smoothing Sparsity by Joining Local and Global Information. ICDM 2017: 1039-1044 - [c61]Ali Moradi Amani, Guanrong Chen, Mahdi Jalili, Xinghuo Yu:
Performance recovery of undirected formations subject to failures in communication links. IECON 2017: 3209-3214 - [c60]Nozhatalzaman Gaeini, Ali Moradi Amani, Mahdi Jalili, Xinghuo Yu:
Enhancing stability of cooperative secondary frequency control by link rewiring. IECON 2017: 5132-5137 - [c59]Jyoti Prakash Mishra, Liuping Wang, Yuankang Zhu, Xinghuo Yu, Mahdi Jalili:
Cascade PI-continuous second-order sliding mode control for induction motor. IECON 2017: 6510-6515 - [c58]Ryan Ghanbari, Mahdi Jalili, Xinghuo Yu:
Selective load reduction in power grids in order to minimise the effects of cascade failures. IECON 2017: 7481-7486 - 2016
- [j30]Mahdi Jalili, Ali Salehzadeh-Yazdi, Marjan Yaghmaie, Ardeshir Ghavamzadeh, Kamran Alimoghaddam:
Cancerome: A hidden informative subnetwork of the diseasome. Comput. Biol. Medicine 76: 173-177 (2016) - [j29]Mohsen Shahriari, Omid Askari Sichani, Joobin Gharibshah, Mahdi Jalili:
Sign prediction in social networks based on users reputation and optimism. Soc. Netw. Anal. Min. 6(1): 91:1-91:16 (2016) - [j28]Mahdi Jalili, Xinghuo Yu:
Enhancement of Synchronizability in Networks with Community Structure through Adding Efficient Inter-Community Links. IEEE Trans. Netw. Sci. Eng. 3(2): 106-116 (2016) - [c57]Jyoti Prakash Mishra, Xinghuo Yu, Mahdi Jalili:
A new class of generalized continuous robust control algorithm for arbitrary order systems. AuCC 2016: 77-80 - [c56]Jyoti Prakash Mishra, Xinghuo Yu, Mahdi Jalili, Yong Feng:
On fast terminal sliding-mode control design for higher order systems. IECON 2016: 252-257 - [c55]Nozhatalzaman Gaeini, Ali Moradi Amani, Mahdi Jalili, Xinghuo Yu:
Roles of node dynamics and data network structure on cooperative secondary control of distributed power grids. IECON 2016: 313-317 - [c54]Ryan Ghanbari, Mahdi Jalili, Xinghuo Yu:
Analysis of cascaded failures in power networks using maximum flow based complex network approach. IECON 2016: 4928-4932 - [c53]Homayoun Hamed Moghadam Rafati, Mahdi Jalili, Xinghuo Yu:
A novel optimization method based on opinion formation in complex networks. ISCAS 2016: 882-885 - 2015
- [j27]Omid Askari Sichani, Mahdi Jalili:
Influence maximization of informed agents in social networks. Appl. Math. Comput. 254: 229-239 (2015) - [j26]Seyed Mohammadhadi Daneshmand, Amin Javari, Seyed Ebrahim Abtahi, Mahdi Jalili:
A Time-Aware Recommender System Based on Dependency Network of Items. Comput. J. 58(9): 1955-1966 (2015) - [j25]Mahdi Jalili:
Multivariate Synchronization Analysis of Brain Electroencephalography Signals: A Review of Two Methods. Cogn. Comput. 7(1): 3-10 (2015) - [j24]Manizheh Ranjbar, Parham Moradi, Mostafa Azami, Mahdi Jalili:
An imputation-based matrix factorization method for improving accuracy of collaborative filtering systems. Eng. Appl. Artif. Intell. 46: 58-66 (2015) - [j23]Amin Javari, Mahdi Jalili:
A probabilistic model to resolve diversity-accuracy challenge of recommendation systems. Knowl. Inf. Syst. 44(3): 609-627 (2015) - [c52]Pouya Esmailian, Mahdi Jalili:
Purchase Prediction and Item Suggestion based on HTTP sessions in absence of User Information. RecSys Challenge 2015: 6:1-6:4 - [i2]Amin Javari, Mahdi Jalili:
A probabilistic model to resolve diversity-accuracy challenge of recommendation systems. CoRR abs/1501.01996 (2015) - 2014
- [j22]Joobin Gharibshah, Mahdi Jalili:
Connectedness of users-items networks and recommender systems. Appl. Math. Comput. 243: 578-584 (2014) - [j21]Mahsa Shafaei, Mahdi Jalili:
Community Structure and Information Cascade in Signed Networks. New Gener. Comput. 32(3-4): 257-269 (2014) - [j20]Moshen Shahriari, Mahdi Jalili:
Ranking Nodes in Signed Social Networks. Soc. Netw. Anal. Min. 4(1): 172 (2014) - [j19]Amin Javari, Joobin Gharibshah, Mahdi Jalili:
Recommender systems based on collaborative filtering and resource allocation. Soc. Netw. Anal. Min. 4(1): 234 (2014) - [j18]Mahdi Jalili, Joobin Gharibshah, Seyed Morsal Ghavami, Mohammadreza Beheshtifar, Reza Farshi:
Nationwide Prediction of Drought Conditions in Iran Based on Remote Sensing Data. IEEE Trans. Computers 63(1): 90-101 (2014) - [j17]Amin Javari, Mahdi Jalili:
Cluster-Based Collaborative Filtering for Sign Prediction in Social Networks with Positive and Negative Links. ACM Trans. Intell. Syst. Technol. 5(2): 24:1-24:19 (2014) - [j16]Amin Javari, Mahdi Jalili:
Accurate and Novel Recommendations: An Algorithm Based on Popularity Forecasting. ACM Trans. Intell. Syst. Technol. 5(4): 56:1-56:20 (2014) - [c51]Ali Abbasi, Amin Javari, Mahdi Jalili, Hamid R. Rabiee:
Enhancing precision of Markov-based recommenders using location information. ICACCI 2014: 188-193 - [i1]Pouya Esmailian, Seyed Ebrahim Abtahi, Mahdi Jalili:
Mesoscopic analysis of online social networks - The role of negative ties. CoRR abs/1411.6057 (2014) - 2013
- [j15]Omid Askari Sichani, Mahdi Jalili:
Large-scale global optimization through consensus of opinions over complex networks. Complex Adapt. Syst. Model. 1: 11 (2013) - [j14]Isar Nassiri, Ali Masoudi-Nejad, Mahdi Jalili, Ali Moeini:
Normalized Similarity Index: An adjusted index to prioritize article citations. J. Informetrics 7(1): 91-98 (2013) - [j13]Mahdi Jalili:
Effects of leaders and social power on opinion formation in complex networks. Simul. 89(5): 578-588 (2013) - [j12]Mahmoudreza Babaei, Baharan Mirzasoleiman, Mahdi Jalili, Mohammad Ali Safari:
Revenue maximization in social networks through discounting. Soc. Netw. Anal. Min. 3(4): 1249-1262 (2013) - [j11]Haleh Aghajani, Edmond Zahedi, Mahdi Jalili, Adib Keikhosravi, Bijan Vosoughi Vahdat:
Diagnosis of Early Alzheimer's Disease Based on EEG Source Localization and a Standardized Realistic Head Model. IEEE J. Biomed. Health Informatics 17(6): 1039-1045 (2013) - [j10]Mahdi Jalili:
Enhancing Synchronizability of Diffusively Coupled Dynamical Networks: A Survey. IEEE Trans. Neural Networks Learn. Syst. 24(7): 1009-1022 (2013) - 2011
- [j9]Mahdi Jalili, Maria G. Knyazeva:
EEG-based functional networks in schizophrenia. Comput. Biol. Medicine 41(12): 1178-1186 (2011) - [j8]Mahdi Jalili:
Phase synchronizing in Hindmarsh-Rose neural networks with delayed chemical coupling. Neurocomputing 74(10): 1551-1556 (2011) - [j7]Mahdi Jalili:
Error and attack tolerance of small-worldness in complex networks. J. Informetrics 5(3): 422-430 (2011) - [j6]Mahmoudreza Babaei, Hamed Ghasemieh, Mahdi Jalili:
Cascading Failure Tolerance of Modular Small-World Networks. IEEE Trans. Circuits Syst. II Express Briefs 58-II(8): 527-531 (2011) - [c50]Mahdi Jalili:
Discriminating early stage AD patients from healthy controls using synchronization analysis of EEG. ICDIM 2011: 282-287 - 2010
- [j5]Ali Ajdari Rad, Martin Hasler, Mahdi Jalili:
Reservoir optimization in recurrent neural networks using properties of Kronecker product. Log. J. IGPL 18(5): 670-685 (2010) - [c49]Mahdi Jalili:
A Graph Weighting Method for Reducing Consensus Time in Random Geographical Networks. AINA Workshops 2010: 317-322
2000 – 2009
- 2009
- [c48]Mahdi Jalili:
Numerical versus Analytic Synchronization in Small-World Networks of Hindmarsh-Rose Neurons. Australasian Conference on Artificial Intelligence 2009: 627-635 - [c47]Mahdi Jalili, Ali Ajdari Rad:
Rewirings based on the eigenvectors of the Laplacian matrix for enhancing synchronizability of dynamical networks. INDIN 2009: 588-593 - 2008
- [b1]Mahdi Jalili:
Synchronization in dynamical networks - synchronizability, neural network models and EEG analysis. EPFL, Switzerland, 2008 - [c46]Ali Ajdari Rad, Mahdi Jalili, Martin Hasler:
Reservoir optimization in recurrent neural networks using kronecker kernels. ISCAS 2008: 868-871 - [c45]Mahdi Jalili, Ali Ajdari Rad, Martin Hasler:
Reducing synchronization cost in weighted dynamical networks using betweenness centrality measures. ISCAS 2008: 2522-2525 - 2007
- [j4]Hossein Rouhani, Mahdi Jalili, Babak Nadjar Araabi, Wolfgang Eppler, Caro Lucas:
Brain emotional learning based intelligent controller applied to neurofuzzy model of micro-heat exchanger. Expert Syst. Appl. 32(3): 911-918 (2007) - [j3]Mahdi Jalili, Ali Ajdari Rad, Martin Hasler:
Enhancing synchronizability of dynamical networks using the connection graph stability method. Int. J. Circuit Theory Appl. 35(5-6): 611-622 (2007) - [j2]Mahdi Jalili, Saeid Atashbari, Samad Momenbellah, Farzad Habibipour Roudsari:
Neural Networks as a Tool for Nonlinear Predictive Control: Application to Some Benchmark Systems. Int. J. Wavelets Multiresolution Inf. Process. 5(1): 69-99 (2007) - 2005
- [j1]Mahdi Jalili-Kharaajoo, Babak Nadjar Araabi:
The Schur stability via the Hurwitz stability analysis using a biquadratic transformation. Autom. 41(1): 173-176 (2005) - [c44]Mahdi Jalili-Kharaajoo:
Intelligent Predictive Control with Locally Linear Based Model Identification and Evolutionary Programming Optimization with Application to Fossil Power Plants. ICCSA (1) 2005: 1030-1039 - [c43]Farzad Habibipour Roudsari, Mahdi Jalili-Kharaajoo, Mohammad Khajepour:
Design of Intelligent Predictive Controller for Electrically Heated Micro Heat Exchanger. ICIC (2) 2005: 286-295 - [c42]Mahdi Jalili-Kharaajoo:
Design of Simple Structure Neural Voltage Regulator for Power Systems. IDEAL 2005: 164-170 - [c41]Mahdi Jalili-Kharaajoo:
Intelligent Control of Micro Heat Exchanger with Locally Linear Identifier and Emotional Based Controller. IDEAL 2005: 179-186 - [c40]Mahdi Jalili-Kharaajoo:
Neural Network Control of Heat Exchanger Plant. ISNN (3) 2005: 137-142 - [c39]Mahdi Jalili-Kharaajoo, Mohammadreza Sadri, Farzad Habibipour Roudsari:
Emotional Learning Based Intelligent Traffic Control of ATM Networks. ISNN (3) 2005: 373-378 - [c38]Mahdi Jalili-Kharaajoo, Farzad Habibipour Roudsari:
Intelligent Neuro-fuzzy Based Predictive Control of a Continuous Stirred Tank Reactor. ISNN (3) 2005: 662-667 - 2004
- [c37]Mahdi Jalili-Kharaajoo:
Fuzzy Logic Based Congestion Avoidance in TCP/AQM Networks. ADVIS 2004: 575-584 - [c36]Mahdi Jalili-Kharaajoo:
Nonlinear Hinfinity State Feedback Control of Rigid Robot Manipulators. AIMSA 2004: 469-479 - [c35]Mahdi Jalili-Kharaajoo:
Adaptive Fuzzy Queue Management and Congestion Avoidance in TCP/AQM Networks. FORTE Workshops 2004: 196-208 - [c34]Mahdi Jalili-Kharaajoo:
Nonlinear System Identification Using ANFIS Based on Emotional Learning. IBERAMIA 2004: 697-707 - [c33]Mahdi Jalili-Kharaajoo:
Stock Trend Prediction Using Neurofuzzy Predictors Based on Brain Emotional Learning Algorithm. ICAISC 2004: 308-313 - [c32]Kambiz Falsafian, Mahdi Jalili-Kharaajoo:
Genetic Algorithm Based Fuzzy Sliding Mode with Application to Building Structures. ICAISC 2004: 960-965 - [c31]Mahdi Jalili-Kharaajoo:
Application of Brain Emotional Learning Based Intelligent Controller (BELBIC) to Active Queue Management. International Conference on Computational Science 2004: 662-665 - [c30]Mahdi Jalili-Kharaajoo:
Identification and Control Using Direction Basis Function Neural Network. International Conference on Computational Science 2004: 708-712 - [c29]Mahdi Jalili-Kharaajoo:
A New Dynamic Structure Neural Network for Control of Nonlinear Systems. International Conference on Computational Science 2004: 713-716 - [c28]Mahdi Jalili-Kharaajoo:
Proposing a New Learning Algorithm to Improve Fault Tolerance of Neural Networks. International Conference on Computational Science 2004: 717-721 - [c27]Mahdi Jalili-Kharaajoo, Mohammadreza Sadri, Farzad Habibipour Roudsari:
Fuzzy and Real-Time Queue Management in Differentiated Services Networks. ICESS 2004: 347-354 - [c26]Mahdi Jalili-Kharaajoo:
Sliding Mode Queue Management in TCP/AQM Networks. ICT 2004: 638-643 - [c25]Mahdi Jalili-Kharaajoo, Babak Nadjar Araabi:
Application of Predictive Control Algorithm to Congestion Control in Differentiated Service Networks. ICT 2004: 1157-1162 - [c24]Mahdi Jalili-Kharaajoo:
Application of Direction Basis Function Neural Network to Adaptive Identification and Control. IEA/AIE 2004: 11-19 - [c23]Mahdi Jalili-Kharaajoo, Behzad Moshiri, Karam Shabani, Hassan Ebrahimirad:
Genetic Algorithm Based Parameter Tuning of Adaptive LQR-Repetitive Controllers with Application to Uninterruptible Power Supply Systems. IEA/AIE 2004: 583-593 - [c22]Mahdi Jalili-Kharaajoo:
Robust Sliding Mode Control Algorithm Applied for Congestion Control in Differentiated Services Networks. IFIP Student Forum 2004: 1-10 - [c21]Mahdi Jalili-Kharaajoo:
Predictive Control of a Solar Power Plant with Neuro-Fuzzy Identification and Evolutionary Programming Optimization. MICAI 2004: 794-803 - [c20]Mahdi Jalili-Kharaajoo, Hossein Rouhani:
Fuzzy Sliding Mode Control of Robotic Manipulators Based on Genetic Algorithms. MICAI 2004: 892-900 - [c19]Mahdi Jalili-Kharaajoo:
Brain Emotional Learning Based Intelligent Controller Applied to Gas Metal Arc Welding System. PRICAI 2004: 1001-1002 - [c18]Mahdi Jalili-Kharaajoo:
A Novel High Performance Fuzzy Controller Applied to Traffic Control of ATM Networks. Rough Sets and Current Trends in Computing 2004: 327-333 - [c17]Mahdi Jalili-Kharaajoo:
Design of a Speed Drive Based on Fuzzy Logic for a Dual Three-Phase Induction Motor. Rough Sets and Current Trends in Computing 2004: 334-339 - [c16]Mahdi Jalili-Kharaajoo, Behzad Moshiri:
Active Networks and Computational Intelligence. SAPIR 2004: 128-134 - [c15]Mahdi Jalili-Kharaajoo:
Application of Robust Fuzzy Adaptive Second-Order Sliding-Mode Control to Active Queue Management. WWIC 2004: 109-119 - 2003
- [c14]Mahdi Jalili-Kharaajoo:
Fuzzy Logic Based Torque Ripple Minimization in Switched Reluctance Motors. CAEPIA 2003: 354-363 - [c13]Mohammad Javad Yazdanpanah, Mahdi Jalili Kharaajoo:
Optimal nonlinear transient control with neuro-AVR of single-machine infinite-bus power systems. CDC 2003: 1238-1243 - [c12]Behzad Moshiri, Mahdi Jalili-Kharaajoo, Farhad Besharati:
Application of fuzzy sliding mode based on genetic algorithms to control of robotic manipulators. ETFA (2) 2003: 169-172 - [c11]Mahdi Jalili-Kharaajoo, Farhad Besharati:
Intelligent predictive control of a solar power plant with neuro-fuzzy identifier and evolutionary programming optimizer. ETFA (2) 2003: 173-176 - [c10]Mahdi Jalili-Kharaajoo, Farhad Besharati:
Sliding mode traction control of an electric vehicle with four separate wheel drives. ETFA (2) 2003: 291-296 - [c9]Mahdi Jalili Kharaajoo, Mohammad Javad Yazdanpanah:
Transient control and voltage regulation of power systems using approximate solution of HJB equation. ECC 2003: 2505-2510 - [c8]Mahdi Jalili-Kharaajoo, Alireza Dehestani, Hassan Motallebpour:
Proposing a New Architecture for Adaptive Active Network Control and Management System. GCC (2) 2003: 450-454 - [c7]Mahdi Jalili-Kharaajoo:
On the Application of Computational Intelligence Methods on Active Networking Technology. GCC (2) 2003: 459-463 - [c6]Farhad Besharati, Mahdi Jalili-Kharaajoo, Hassan Ebrahimirad:
Analysis of overvoltage on transformers terminated at transmission lines through a cable, using EMTP. ICECS 2003: 180-183 - [c5]Mahdi Jalili-Kharaajoo, Babak Nadjar Araabi:
Neuro predictive control of a heat exchanger: comparison with generalized predictive control. ICECS 2003: 675-678 - [c4]Reza Fazai, Mahdi Jalili-Kharaajoo:
High performance speed control of interior permanent magnet synchronous motors with maximum power factor operation. ICECS 2003: 1125-1128 - [c3]Mahdi Jalili-Kharaajoo, Hassan Ebrahimirad:
Improvement of Second Order Sliding-Mode Controller Applied to Position Control of Induction Motors Using Fuzzy Logic. IFSA 2003: 508-515 - [c2]Mahdi Jalili-Kharaajoo, Farhad Besharati:
Fuzzy Variance Analysis Model. ISCIS 2003: 537-544 - [c1]Mahdi Jalili-Kharaajoo, Abdolreza Rahmati, Farzan Rashidi:
Steering control of an automatic drive using predictive control strategy. SMC 2003: 828-831
Coauthor Index
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