Mahdi Jalili - RankMe

213 papers A* 11A 2B 2C 21Misc 1Journal 155Unranked 20

Year	Rank	Type	Title / Venue / Authors
2026	A*	`conf`	A Fast Heuristic Search Approach for Energy-Optimal Profile Routing for Electric Vehicles. AAAI Saman Ahmadi, Mahdi Jalili
2026	A*	`conf`	AC$ WWW Kamal Berahmand, Saman Forouzandeh, Mehrnoush Mohammadi, Parham Moradi, Mahdi Jalili
2026	J	`jnl`	AC2L-GAD: Active Counterfactual Contrastive Learning for Graph Anomaly Detection. CoRR Kamal Berahmand, Saman Forouzandeh, Mehrnoush Mohammadi, Parham Moradi, Mahdi Jalili
2026	J	`jnl`	Enhancing node influence prediction in large networks via multi-Level knowledge distillation. Neural Networks Seyed Amir Sheikh Ahmadi, Parham Moradi, Laleh Tafakori, Mahdi Jalili
2026	J	`jnl`	GeoDistNet: An Open-Source Tool for Synthetic Distribution Network Generation. CoRR Yunqi Wang, Xinghuo Yu, Mahdi Jalili
2026	J	`jnl`	Joint Upstream-Distribution Flexibility Mechanism Using Distributed Energy Storage Systems. IEEE Trans. Ind. Informatics Mohammad Hassan Nikkhah, M. Imran Azim, Ali Moradi Amani, Mahdi Jalili, Xinghuo Yu
2026	A*	`conf`	Learning Network Dismantling Without Handcrafted Inputs. AAAI Haozhe Tian, Pietro Ferraro, Robert N. Shorten, Mahdi Jalili, Homayoun Hamedmoghadam
2026	J	`jnl`	Multi-structural view knowledge distillation for node influence prediction in complex networks. Expert Syst. Appl. Seyed Amir Sheikh Ahmadi, Parham Moradi, Laleh Tafakori, Mahdi Jalili
2026	J	`jnl`	Nonnegative Matrix Factorization in Dimensionality Reduction: A Survey. ACM Comput. Surv. Farid Saberi-Movahed, Kamal Berahmand, Razieh Sheikhpour, Yuefeng Li, Shirui Pan, Mahdi Jalili
2026	J	`jnl`	Semi-supervised feature selection with concept factorization and robust label learning. Pattern Recognit. Razieh Sheikhpour, Farid Saberi-Movahed, Mahdi Jalili, Kamal Berahmand
2025	J	`jnl`	A Comprehensive Survey on Multi-View Classification: Methods, Applications, and Challenges. ACM Trans. Intell. Syst. Technol. Kamal Berahmand, Fatemeh Daneshfar, Maryam Rahmaninia, Maryam Haghighat, Mahdi Jalili
2025	J	`jnl`	A Comprehensive Survey on Spectral Clustering with Graph Structure Learning. CoRR Kamal Berahmand, Farid Saberi-Movahed, Razieh Sheikhpour, Yuefeng Li, Mahdi Jalili
2025	J	`jnl`	A Fast Heuristic Search Approach for Energy-Optimal Profile Routing for Electric Vehicles. CoRR Saman Ahmadi, Mahdi Jalili
2025	A	`conf`	A Fast and Simple Algorithm for the Resource Constrained Shortest Path Problem. ESA Saman Ahmadi, Andrea Raith, Mahdi Jalili
2025	—	`conf`	A Feedback Control Framework for Incentivised Suburban Parking Utilisation and Urban Core Traffic Relief. ITSC Abdul Baseer Satti, James Saunderson, Wynita M. Griggs, Syed Muhammad Nawazish Ali, Nameer Al Khafaf, Saman Ahmadi, Mahdi Jalili, Jakub Marecek, Robert Shorten
2025	J	`jnl`	A Feedback Control Framework for Incentivised Suburban Parking Utilisation and Urban Core Traffic Relief. CoRR Abdul Baseer Satti, James Saunderson, Wynita M. Griggs, Syed Muhammad Nawazish Ali, Nameer Al Khafaf, Saman Ahmadi, Mahdi Jalili, Jakub Marecek, Robert Shorten
2025	J	`jnl`	A Weighted Semi-supervised Possibilistic Fuzzy c-Means algorithm for data stream classification and emerging class detection. Knowl. Based Syst. Negin Samadi, Jafar Tanha, Mahdi Jalili
2025	J	`jnl`	A comparative study of methods for measuring node influence in complex networks. Eng. Appl. Artif. Intell. Seyed Amir Sheikh Ahmadi, Laleh Tafakori, Mahdi Jalili, Parham Moradi
2025	J	`jnl`	Adaptive Multi-Armed Bandit Reinforcement Learning-Based Energy Management and Real-Time Control System for Autonomous Vehicles. IEEE Trans. Veh. Technol. Mojgan Fayyazi, Mohsen Golafrouz, Ali Jamali, Petros Lappas, Mahdi Jalili, Reza N. Jazar, Hamid Khayyam
2025	J	`jnl`	Coordinated Battery Electric Vehicle Charging Scheduling across Multiple Charging Stations. CoRR Saman Mehrnia, Hui Song, Nameer Al Khafaf, Mahdi Jalili, Lasantha Meegahapola, Brendan P. McGrath
2025	A*	`conf`	DistillHGNN: A Knowledge Distillation Approach for High-Speed Hypergraph Neural Networks. ICLR Saman Forouzandeh, Parham Moradi, Mahdi Jalili
2025	J	`jnl`	Dwell-time effect on controllability of linear network systems with periodically switching topology. J. Frankl. Inst. Jingrui Hou, Zhaohui Liu, Xinghuo Yu, Mahdi Jalili
2025	J	`jnl`	Electric Vehicle Identification from Behind Smart Meter Data. CoRR Ammar Mansoor Kamoona, Hui Song, Ali Moradi Amani, Mahdi Jalili, Xinghuo Yu, Peter McTaggart
2025	J	`jnl`	Enhancing Decision-Making Clarity: Layered Set-Based Similarity Measures for Probabilistic Hesitant Fuzzy Sets. IEEE Trans. Fuzzy Syst. Bahram Farhadinia, Hamid Khayyam, Mahdi Jalili
2025	J	`jnl`	Enhancing Recommender Systems through Imputation and Social-Aware Graph Convolutional Neural Network. Neural Networks Azadeh Faroughi, Parham Moradi, Mahdi Jalili
2025	J	`jnl`	Graph theory-based semi-supervised self-training for data stream classification and emerging class detection. Inf. Sci. Negin Samadi, Jafar Tanha, Mahdi Jalili
2025	J	`jnl`	Learning Hierarchical Procedural Memory for LLM Agents through Bayesian Selection and Contrastive Refinement. CoRR Saman Forouzandeh, Wei Peng, Parham Moradi, Xinghuo Yu, Mahdi Jalili
2025	J	`jnl`	Learning Network Dismantling without Handcrafted Inputs. CoRR Haozhe Tian, Pietro Ferraro, Robert Shorten, Mahdi Jalili, Homayoun Hamedmoghadam
2025	J	`jnl`	Maximum relevant minimum redundant multi-label feature selection using ant colony optimization. Eng. Appl. Artif. Intell. Mohammad Hatami, Parham Moradi, Sadegh Sulaimany, Mahdi Jalili
2025	J	`jnl`	Network Hosting Capacity-Aware Energy Trading With Margin Allocation to Distribution Stakeholders. IEEE Trans. Ind. Informatics M. Imran Azim, Reza Razzaghi, Mahdi Jalili
2025	A*	`conf`	OA ICDM Kamal Berahmand, Razieh Sheikhpour, Farid Saberi-Movahed, Mahdi Jalili
2025	J	`jnl`	Optimal Integration of EV Charging Stations Into Distribution Network Planning and Operation. IEEE Trans. Ind. Informatics Mousa Alizadeh, Ali Moradi Amani, Lasantha Meegahapola, Mahdi Jalili, Oliver Hill
2025	J	`jnl`	Parallelizing Multi-objective A* Search. CoRR Saman Ahmadi, Nathan R. Sturtevant, Andrea Raith, Daniel Harabor, Mahdi Jalili
2025	J	`jnl`	Recommender Systems Based on Nonnegative Matrix Factorization: A Survey. IEEE Trans. Artif. Intell. Sajad Ahmadian, Kamal Berahmand, Mehrdad Rostami, Saman Forouzandeh, Parham Moradi, Mahdi Jalili
2025	A	`conf`	Recommender Systems for Sustainable Development through Responsible Nudging. CIKM Mehrdad Rostami, Alexander Felfernig, Wolfgang Wörndl, Mourad Oussalah, Avishek Anand, Mahdi Jalili, Ashmi Banerjee
2025	J	`jnl`	Relative Entropy-based Regularized Non-negative Matrix Factorization for Attributed Graph Clustering. ACM Trans. Knowl. Discov. Data Kamal Berahmand, Mehrnoush Mohammadi, Razieh Sheikhpour, Mahdi Jalili, Richi Nayak, Hassan Khosravi
2025	J	`jnl`	Resource Constrained Pathfinding with A* and Negative Weights. CoRR Saman Ahmadi, Andrea Raith, Mahdi Jalili
2025	A*	`conf`	Resource Constrained Pathfinding with Enhanced Bidirectional A* Search. AAAI Saman Ahmadi, Andrea Raith, Guido Tack, Mahdi Jalili
2025	A*	`conf`	SHARP-Distill: A 68× Faster Recommender System with Hypergraph Neural Networks and Language Models. ICML Saman Forouzandeh, Parham Moradi, Mahdi Jalili
2025	J	`jnl`	Two-level attention mechanism with contrastive learning for heterogeneous graph representation learning. Expert Syst. Appl. Mahnaz Moradi, Parham Moradi, Azadeh Faroughi, Mahdi Jalili
2024	J	`jnl`	A novel ranking approach for identifying crucial spreaders in complex networks based on Tanimoto Correlation. Expert Syst. Appl. Tianchi Tong, Wenying Yuan, Mahdi Jalili, Qian Dong, Jinsheng Sun
2024	A*	`conf`	An Explainable Recommender System by Integrating Graph Neural Networks and User Reviews. ICDM Sahar Batmani, Parham Moradi, Narges Heidari, Mahdi Jalili
2024	J	`jnl`	An efficient meshless method to approximate semi-linear stochastic evolution equations. Eng. Comput. Mahdi Jalili, Rezvan Salehi, Mehdi Dehghan
2024	C	`conf`	Artificial Neural Network for Disaggregation of Behind-the-Meter Energy Consumption and Generation. INDIN Nameer Al Khafaf, Brendan P. McGrath, Syed Muhammad Nawazish Ali, Mahdi Jalili
2024	J	`jnl`	Byzantine-Resilient Second-Order Consensus in Networked Systems. IEEE Trans. Cybern. Sajad Koushkbaghi, Mostafa Safi, Ali Moradi Amani, Mahdi Jalili, Xinghuo Yu
2024	B	`conf`	Clustering-based Multitasking Deep Neural Network for Solar Photovoltaics Power Generation Prediction. IJCNN Hui Song, Zheng Miao, Ali Babalhavaeji, Saman Mehrnia, Mahdi Jalili, Xinghuo Yu
2024	J	`jnl`	Clustering-based Multitasking Deep Neural Network for Solar Photovoltaics Power Generation Prediction. CoRR Hui Song, Zheng Miao, Ali Babalhavaeji, Saman Mehrnia, Mahdi Jalili, Xinghuo Yu
2024	—	`conf`	Decomposition and Clustering-Based Many-Objective Optimization for Multi-Label Feature Selection. GECCO Companion Somayeh Kanani, Parham Moradi, Mahdi Jalili
2024	J	`jnl`	Dynamic Operating Envelope-Based Local Energy Market for Prosumers With Electric Vehicles. IEEE Trans. Smart Grid Md. Murshadul Hoque, Mohsen Khorasany, M. Imran Azim, Reza Razzaghi, Mahdi Jalili
2024	J	`jnl`	Enhanced methods for the weight constrained shortest path problem. Networks Saman Ahmadi, Guido Tack, Daniel Harabor, Philip Kilby, Mahdi Jalili
2024	J	`jnl`	Ensemble of deep learning techniques to human activity recognition using smart phone signals. Multim. Tools Appl. Soodabeh Imanzadeh, Jafar Tanha, Mahdi Jalili
2024	A*	`conf`	Exact Multi-objective Path Finding with Negative Weights. ICAPS Saman Ahmadi, Nathan R. Sturtevant, Daniel Harabor, Mahdi Jalili
2024	C	`conf`	Finding Most Influential Distributed Generators for Microgrids Control with Switching Communication Networks. IECON Guangrui Zhang, Zhiyi Chen, Zhaohui Liu, Xinghuo Yu, Mahdi Jalili
2024	J	`jnl`	Identification of fractional Hammerstein model for electrical stimulated muscle: An application of fuzzy-weighted differential evolution. Biomed. Signal Process. Control. Ammara Mehmood, Muhammad Asif Zahoor Raja, Mahdi Jalili, Sai Ho Ling
2024	J	`jnl`	Identifying the Most Influential Driver Nodes for Pinning Control of Multi-Agent Systems with Time-Varying Topology. CoRR Guangrui Zhang, Zhaohui Liu, Xinghuo Yu, Mahdi Jalili
2024	—	`conf`	Many-Objective Evolutionary Optimization using Density Peaks Scoring Selection Strategy. GECCO Companion Siamak Ghodsi, Sahar Tahmasebi, Mahdi Jalili, Parham Moradi
2024	J	`jnl`	Online Electric Vehicle Charging Detection Based on Memory-based Transformer using Smart Meter Data. CoRR Ammar Mansoor Kamoona, Hui Song, Mahdi Jalili, Hao Wang, Reza Razzaghi, Xinghuo Yu
2024	J	`jnl`	Optimal Fleet Size for Cross-Route Dispatching in Electrified Bus Networks. IEEE Trans. Netw. Sci. Eng. Kianoosh Keshavarzian, Ali Moradi Amani, Mahdi Jalili
2024	—	`conf`	Optimal Planning Framework for Battery Energy Storage Systems and Electric Vehicle Charging Stations in Distribution Networks. ICIT Mousa Alizadeh, Lasantha Meegahapola, Ali Moradi Amani, Mahdi Jalili, Azam Seilsepour
2024	J	`jnl`	Real-Time Energy-Optimal Path Planning for Electric Vehicles. CoRR Saman Ahmadi, Guido Tack, Daniel Harabor, Philip Kilby, Mahdi Jalili
2024	—	`conf`	Reinforcement learning-tuned robust nonlinear controller for enhanced EV charger control. ICIT Abu Zar, Syed Muhammad Nawazish Ali, Mahdi Jalili
2024	J	`jnl`	Resource Constrained Pathfinding with Enhanced Bidirectional A* Search. CoRR Saman Ahmadi, Andrea Raith, Guido Tack, Mahdi Jalili
2024	J	`jnl`	Two-Stage Multitasking Energy Demand Prediction. IEEE Trans. Syst. Man Cybern. Syst. Hui Song, Mahdi Jalili, Xinghuo Yu, Peter McTaggart
2024	—	`conf`	Unsupervised Graph-Based Anomaly Detection Using Variational Autoencoder. ICDM (Workshops) Zeinab Sadat Sadrolhefazi, Hadi Zare, Seyyed Amir Asghari, Parham Moradi, Mahdi Jalili
2023	J	`jnl`	A machine learning-based approach for vital node identification in complex networks. Expert Syst. Appl. Ahmad Asgharian Rezaei, Justin Munoz, Mahdi Jalili, Hamid Khayyam
2023	J	`jnl`	A new approach to finding overlapping community structure in signed networks based on Neutrosophic theory. J. Complex Networks Maryam Gholami, Amir Sheikhahmadi, Keyhan Khamforoosh, Mahdi Jalili, Farshid Veisi
2023	J	`jnl`	Control and Optimisation of Power Grids Using Smart Meter Data: A Review. Sensors Zhiyi Chen, Ali Moradi Amani, Xinghuo Yu, Mahdi Jalili
2023	J	`jnl`	Data-Driven Predictive Control of CVT System for Improving Energy Efficiency of Autonomous Vehicles. IEEE Trans. Veh. Technol. Mirhamed Mola, Ali Moradi Amani, Mahdi Jalili, Hamid Khayyam
2023	J	`jnl`	Deep Federated Learning-Based Privacy-Preserving Wind Power Forecasting. IEEE Access Amirhossein Ahmadi, Mohammad Talaei, Masod Sadipour, Ali Moradi Amani, Mahdi Jalili
2023	J	`jnl`	Discovering Important Nodes of Complex Networks Based on Laplacian Spectra. IEEE Trans. Circuits Syst. I Regul. Pap. Ali Moradi Amani, Miquel A. Fiol, Mahdi Jalili, Guanrong Chen, Xinghuo Yu, Lewi Stone
2023	J	`jnl`	DyVGRNN: DYnamic mixture Variational Graph Recurrent Neural Networks. Neural Networks Ghazaleh Niknam, Soheila Molaei, Hadi Zare, Shirui Pan, Mahdi Jalili, Tingting Zhu, David A. Clifton
2023	J	`jnl`	Electric Vehicle E-hailing Fleet Dispatching and Charge Scheduling. CoRR Linji Chen, Homayoun Hamedmoghadam, Mahdi Jalili, Mohsen Ramezani
2023	J	`jnl`	Ensemble Classification Model for EV Identification From Smart Meter Recordings. IEEE Trans. Ind. Informatics Hui Song, Chen Liu, Mahdi Jalili, Xinghuo Yu, Peter McTaggart
2023	J	`jnl`	Graph Variational Embedding Collaborative Filtering. CoRR Narges Sadat Fazeli Dehkordi, Hadi Zare, Parham Moradi, Mahdi Jalili
2023	J	`jnl`	Learning Graph Representations With Maximal Cliques. IEEE Trans. Neural Networks Learn. Syst. Soheila Molaei, Nima Ghanbari Bousejin, Hadi Zare, Mahdi Jalili, Shirui Pan
2023	J	`jnl`	Learning asymmetric embedding for attributed networks via convolutional neural network. Expert Syst. Appl. Mohammadreza Radmanesh, Hossein Ghorbanzadeh, Ahmad Asgharian Rezaei, Mahdi Jalili, Xinghuo Yu
2023	C	`conf`	Multi-Objective Electric Vehicle Charge Scheduling Using Incentive-Based Compensation Mechanism to Increase Vehicle-to-Grid Participation. IECON Saman Mehrnia, Hui Song, Nameer Al Khafaf, Mahdi Jalili, Brendan P. McGrath, Lasantha Meegahapola
2023	J	`jnl`	Network-Aware Coordination of Aggregated Electric Vehicles Considering Charge-Discharge Flexibility. IEEE Trans. Smart Grid Md. Murshadul Hoque, Mohsen Khorasany, Reza Razzaghi, Mahdi Jalili, Hao Wang
2023	J	`jnl`	Real-time self-adaptive Q-learning controller for energy management of conventional autonomous vehicles. Expert Syst. Appl. Mojgan Fayyazi, Monireh Abdoos, Duong Phan, Mohsen Golafrouz, Mahdi Jalili, Reza N. Jazar, Reza Langari, Hamid Khayyam
2022	Misc	`conf`	A Gated Recurrent Neural Network for Electric Vehicle Detection with Imbalanced Samples. AI Chen Liu, Hui Song, Mahdi Jalili, Peter McTaggart
2022	J	`jnl`	A deep learning based trust- and tag-aware recommender system. Neurocomputing Sajad Ahmadian, Milad Ahmadian, Mahdi Jalili
2022	J	`jnl`	Adaptive Wide-Area Control of Power Systems Through Dynamic Load Modulating SVCs. IEEE Access Amin Sharafi, Arash Vahidnia, Mahdi Jalili, Gerard Ledwich
2022	J	`jnl`	Alleviating data sparsity problem in time-aware recommender systems using a reliable rating profile enrichment approach. Expert Syst. Appl. Sajad Ahmadian, Nima Joorabloo, Mahdi Jalili, Milad Ahmadian
2022	C	`conf`	Control of Battery Storage Systems in Residential Grids: Model-based vs. Data-Driven Approaches. INDIN Samaneh Sadat Sajjadi, Najmeh Bazmohammadi, Ali Moradi Amani, Mahdi Jalili, Josep M. Guerrero, Xinghuo Yu
2022	J	`jnl`	Hierarchical classification for account code suggestion. Knowl. Based Syst. Justin Munoz, Mahdi Jalili, Laleh Tafakori
2022	J	`jnl`	Improved recommender systems by denoising ratings in highly sparse datasets through individual rating confidence. Inf. Sci. Nima Joorabloo, Mahdi Jalili, Yongli Ren
2022	J	`jnl`	Learning Asymmetric Embedding for Attributed Networks via Convolutional Neural Network. CoRR Mohammadreza Radmanesh, Hossein Ghorbanzadeh, Ahmad Asgharian Rezaei, Mahdi Jalili, Xinghuo Yu
2022	J	`jnl`	Online spike sorting via deep contractive autoencoder. Neural Networks Mohammadreza Radmanesh, Ahmad Asgharian Rezaei, Mahdi Jalili, Alireza Hashemi, Morteza Moazami-Goudarzi
2022	—	`conf`	Pinning Control of Multi-agent Systems with Periodical Switching Topology. ICIT Guangrui Zhang, Xinghuo Yu, Zhiyi Chen, Mahdi Jalili, Ali Moradi Amani
2022	J	`jnl`	Resilient Model Predictive Adaptive Control of Networked Z-Source Inverters Using GMDH. IEEE Trans. Smart Grid Amirhossein Ahmadi, Yasin Asadi, Ali Moradi Amani, Mahdi Jalili, Xinghuo Yu
2022	J	`jnl`	Vital Node Identification in Complex Networks Using a Machine Learning-Based Approach. CoRR Ahmad Asgharian Rezaei, Justin Munoz, Mahdi Jalili, Hamid Khayyam
2021	—	`conf`	A Comparative Analysis of Centralised vs. Distributed Battery Energy Storage System in Providing Frequency Regulation. ISGT Asia Hassan Alsharif, Mahdi Jalili, Kazi N. Hasan
2021	J	`jnl`	A Novel Clustering Index to Find Optimal Clusters Size With Application to Segmentation of Energy Consumers. IEEE Trans. Ind. Informatics Nameer Al Khafaf, Mahdi Jalili, Peter Sokolowski
2021	J	`jnl`	A hybrid method of link prediction in directed graphs. Expert Syst. Appl. Hossein Ghorbanzadeh, Amir Sheikhahmadi, Mahdi Jalili, Sadegh Sulaimany
2021	J	`jnl`	A probabilistic graph-based method to solve precision-diversity dilemma in recommender systems. Expert Syst. Appl. Nima Joorabloo, Mahdi Jalili, Yongli Ren
2021	J	`jnl`	Collaborative Deep Forest Learning for Recommender Systems. IEEE Access Soheila Molaei, Amirhossein Havvaei, Hadi Zare, Mahdi Jalili
2021	J	`jnl`	Deep learning based bi-level approach for proactive loan prospecting. Expert Syst. Appl. Justin Munoz, Ahmad Asgharian Rezaei, Mahdi Jalili, Laleh Tafakori
2021	J	`jnl`	Deep node clustering based on mutual information maximization. Neurocomputing Soheila Molaei, Nima Ghanbari Bousejin, Hadi Zare, Mahdi Jalili
2021	J	`jnl`	Detection of Community Structures in Networks With Nodal Features based on Generative Probabilistic Approach. IEEE Trans. Knowl. Data Eng. Hadi Zare, Mahdi Hajiabadi, Mahdi Jalili
2021	J	`jnl`	Influential Node Ranking in Complex Networks Using A Randomized DynamicsSensitive Approach. CoRR Ahmad Asgharian Rezaei, Mahdi Jalili, Hamid Khayyam
2021	J	`jnl`	Multi-Objective Optimization of Electric Vehicle Charging Schedule with Time of Use Tariff. CoRR Hui Song, Chen Liu, Mahdi Jalili, Xinghuo Yu, Peter McTaggart
2021	—	`conf`	Multi-day Residential EV Charging Strategy Using Reinforcement Learning. ISIE Dominic Goh, Peter Sokolowski, Mahdi Jalili
2021	J	`jnl`	Optimization of Communication Network Topology in Distributed Control Systems Subject to Prescribed Decay Rate. IEEE Trans. Cybern. Nozhatalzaman Gaeini, Ali Moradi Amani, Mahdi Jalili, Xinghuo Yu
2021	J	`jnl`	Power Grids as Complex Networks: Resilience and Reliability Analysis. IEEE Access Ali Moradi Amani, Mahdi Jalili
2021	J	`jnl`	Transfer Learning for Multi-lingual Tasks - a Survey. CoRR Amir Reza Jafari, Behnam Heidary, Reza Farahbakhsh, Mostafa Salehi, Mahdi Jalili
2020	J	`jnl`	A Novel Hybrid Machine Learning Algorithm for Limited and Big Data Modeling With Application in Industry 4.0. IEEE Access Hamid Khayyam, Ali Jamali, Alireza Bab-Hadiashar, Thomas Esch, Seeram Ramakrishna, Mahdi Jalili, Minoo Naebe
2020	J	`jnl`	A multi-objective genetic algorithm for text feature selection using the relative discriminative criterion. Expert Syst. Appl. Mahdieh Labani, Parham Moradi, Mahdi Jalili
2020	J	`jnl`	A social recommender system based on reliable implicit relationships. Knowl. Based Syst. Sajad Ahmadian, Nima Joorabloo, Mahdi Jalili, Yongli Ren, Majid Meghdadi, Mohsen Afsharchi
2020	A*	`conf`	Adversarial Graph Embeddings for Fair Influence Maximization over Social Networks. IJCAI Moein Khajehnejad, Ahmad Asgharian Rezaei, Mahmoudreza Babaei, Jessica Hoffmann, Mahdi Jalili, Adrian Weller
2020	J	`jnl`	Adversarial Graph Embeddings for Fair Influence Maximization over Social Networks. CoRR Moein Khajehnejad, Ahmad Asgharian Rezaei, Mahmoudreza Babaei, Jessica Hoffmann, Mahdi Jalili, Adrian Weller
2020	J	`jnl`	Designing Observer-Type Controller for Containment of Discrete-Time Linear MASs Over Signed Graph. IEEE Trans. Circuits Syst. II Express Briefs Xiao Fang, Guanghui Wen, Zheng-Guang Wu, Mahdi Jalili, Hong-xiang Hu
2020	J	`jnl`	Distributed Rigidity Recovery in Distance-Based Formations Using Configuration Lattice. IEEE Trans. Control. Netw. Syst. Ali Moradi Amani, Guanrong Chen, Mahdi Jalili, Xinghuo Yu, Lewi Stone
2020	J	`jnl`	Finding influential nodes in social networks based on neighborhood correlation coefficient. Knowl. Based Syst. Ahmad Zareie, Amir Sheikhahmadi, Mahdi Jalili, Mohammad Sajjad Khaksar Fasaei
2020	J	`jnl`	GEMtractor: extracting views into genome-scale metabolic models. Bioinform. Martin Scharm, Olaf Wolkenhauer, Mahdi Jalili, Ali Salehzadeh-Yazdi
2020	J	`jnl`	Identification of influential users in social network using gray wolf optimization algorithm. Expert Syst. Appl. Ahmad Zareie, Amir Sheikhahmadi, Mahdi Jalili
2020	J	`jnl`	Improved Collaborative Filtering Recommendation Through Similarity Prediction. IEEE Access Nima Joorabloo, Mahdi Jalili, Yongli Ren
2020	J	`jnl`	Multivariable coupling and synchronization in complex networks. Appl. Math. Comput. Fahimeh Nazarimehr, Shirin Panahi, Mahdi Jalili, Matjaz Perc, Sajad Jafari, Brigita Fercec
2020	J	`jnl`	Robust Second-Order Consensus Using a Fixed-Time Convergent Sliding Surface in Multiagent Systems. IEEE Trans. Cybern. Jyoti Prakash Mishra, Chaojie Li, Mahdi Jalili, Xinghuo Yu
2020	—	`conf`	Topological Deep Network Embedding. ICAIIC Mohammadreza Radmanesh, Ahmad Asgharian Rezaei, Nameer Al Khafaf, Mahdi Jalili
2020	J	`jnl`	Who will accept my request? Predicting response of link initiation in two-way relation networks. CoRR Amin Javari, Mehrab Norouzitallab, Mahdi Jalili
2019	J	`jnl`	A Global Optimization Approach Based on Opinion Formation in Complex Networks. IEEE Trans. Netw. Sci. Eng. Homayoun Hamedmoghadam, Mahdi Jalili, Parham Moradi, Xinghuo Yu
2019	—	`conf`	A New Temporal Recommendation System based on Users' Similarity Prediction. KDIR Nima Joorabloo, Mahdi Jalili, Yongli Ren
2019	—	`conf`	A Non-singular Terminal Recursive Surface Structure Design for Higher-order Systems. ISIE Jyoti Prakash Mishra, Xinghuo Yu, Mahdi Jalili
2019	J	`jnl`	A Novel Mixed Cascade Finite-Time Switching Control Design for Induction Motor. IEEE Trans. Ind. Electron. Jyoti Prakash Mishra, Liuping Wang, Yuankang Zhu, Xinghuo Yu, Mahdi Jalili
2019	C	`conf`	A Probabilistic Graph-Based Method to Improve Recommender System Accuracy. EANN Nima Joorabloo, Mahdi Jalili, Yongli Ren
2019	J	`jnl`	A new chaotic network model for epilepsy. Appl. Math. Comput. Shirin Panahi, Touraj Shirzadian, Mahdi Jalili, Sajad Jafari
2019	C	`conf`	Application of Deep Learning Long Short-Term Memory in Energy Demand Forecasting. EANN Nameer Al Khafaf, Mahdi Jalili, Peter Sokolowski
2019	J	`jnl`	Application of Deep Learning Long Short-Term Memory in Energy Demand Forecasting. CoRR Nameer Al Khafaf, Mahdi Jalili, Peter Sokolowski
2019	J	`jnl`	Detection of Community Structures in Networks with Nodal Features based on Generative Probabilistic Approach. CoRR Hadi Zare, Mahdi Hajiabadi, Mahdi Jalili
2019	J	`jnl`	Discovering spurious links in multiplex networks based on interlayer relevance. J. Complex Networks Zeynab Samei, Mahdi Jalili
2019	J	`jnl`	Fractional PI pinning synchronization of fractional complex dynamical networks. J. Comput. Appl. Math. Yashar Toopchi, Mahdi Jalili, Jalil Sadati, Jidong Wang
2019	J	`jnl`	Identification of influential users in social networks based on users' interest. Inf. Sci. Ahmad Zareie, Amir Sheikhahmadi, Mahdi Jalili
2019	J	`jnl`	Influential node ranking in social networks based on neighborhood diversity. Future Gener. Comput. Syst. Ahmad Zareie, Amir Sheikhahmadi, Mahdi Jalili
2019	J	`jnl`	Link Prediction in Multiplex Networks based on Interlayer Similarity. CoRR Shaghayegh Najari, Mostafa Salehi, Vahid Ranjbar, Mahdi Jalili
2019	J	`jnl`	Optimal Clustering of Energy Consumers based on Entropy of the Correlation Matrix between Clusters. CoRR Nameer Al Khafaf, Mahdi Jalili, Peter Sokolowski
2019	J	`jnl`	QANet: Tensor Decomposition Approach for Query-Based Anomaly Detection in Heterogeneous Information Networks. IEEE Trans. Knowl. Data Eng. Vahid Ranjbar, Mostafa Salehi, Pegah Jandaghi, Mahdi Jalili
2019	C	`conf`	Self-Paced Multi-Label Learning with Diversity. ACML Seyed Amjad Seyedi, S. Siamak Ghodsi, Fardin Akhlaghian Tab, Mahdi Jalili, Parham Moradi
2019	J	`jnl`	Self-Paced Multi-Label Learning with Diversity. CoRR Seyed Amjad Seyedi, S. Siamak Ghodsi, Fardin Akhlaghian Tab, Mahdi Jalili, Parham Moradi
2018	C	`conf`	A New Metric to Find the Most Vulnerable Node in Complex Networks. ISCAS Ali Moradi Amani, Mahdi Jalili, Xinghuo Yu, Lewi Stone
2018	B	`conf`	A Temporal Clustering Approach for Social Recommender Systems. ASONAM Sajad Ahmadian, Nima Joorabloo, Mahdi Jalili, Majid Meghdadi, Mohsen Afsharchi, Yongli Ren
2018	J	`jnl`	A novel multivariate filter method for feature selection in text classification problems. Eng. Appl. Artif. Intell. Mahdieh Labani, Parham Moradi, Fardin Ahmadizar, Mahdi Jalili
2018	—	`conf`	An Efficient Recommender System by Integrating Non-Negative Matrix Factorization with Trust and Distrust Relationships. DSW Hashem Parvin, Parham Moradi, Shahrokh Esmaeili, Mahdi Jalili
2018	J	`jnl`	Arbitrary-Order Continuous Finite-Time Sliding Mode Controller for Fixed-Time Convergence. IEEE Trans. Circuits Syst. II Express Briefs Jyoti Prakash Mishra, Xinghuo Yu, Mahdi Jalili
2018	J	`jnl`	Australia's long-term electricity demand forecasting using deep neural networks. CoRR Homayoun Hamedmoghadam, Nima Joorabloo, Mahdi Jalili
2018	J	`jnl`	Correlation of cascade failures and centrality measures in complex networks. Future Gener. Comput. Syst. Ryan Ghanbari, Mahdi Jalili, Xinghuo Yu
2018	C	`conf`	Demand Response Planning Tool using Markov Decision Process. INDIN Nameer Al Khafaf, Mahdi Jalili, Peter Sokolowski
2018	J	`jnl`	Evaluating Collaborative Filtering Recommender Algorithms: A Survey. IEEE Access Mahdi Jalili, Sajad Ahmadian, Maliheh Izadi, Parham Moradi, Mostafa Salehi
2018	J	`jnl`	Improving exploration property of velocity-based artificial bee colony algorithm using chaotic systems. Inf. Sci. Parham Moradi, Nafiseh Imanian, Nooruldeen Nasih Qader, Mahdi Jalili
2018	J	`jnl`	Influence of network-based structural and power diversity on research performance. Scientometrics Alireza Abbasi, Mahdi Jalili, Abolghasem Sadeghi-Niaraki
2018	J	`jnl`	QANet: Tensor Decomposition Approach for Query-based Anomaly Detection in Heterogeneous Information Networks. CoRR Vahid Ranjbar, Mostafa Salehi, Pegah Jandaghi, Mahdi Jalili
2018	C	`conf`	Robust Pinning Synchronization of Complex Network with Non-linear Coupling using Switching Control. ISCAS Jyoti Prakash Mishra, Mahdi Jalili, Xinghuo Yu
2018	J	`jnl`	Statistical Link Label Modeling for Sign Prediction: Smoothing Sparsity by Joining Local and Global Information. CoRR Amin Javari, Hongxiang Qiu, Elham Barzegaran, Mahdi Jalili, Kevin Chen-Chuan Chang
2018	J	`jnl`	TCARS: Time- and Community-Aware Recommendation System. Future Gener. Comput. Syst. Fatemeh Rezaeimehr, Parham Moradi, Sajad Ahmadian, Nooruldeen Nasih Qader, Mahdi Jalili
2017	J	`jnl`	A trust-aware recommendation method based on Pareto dominance and confidence concepts. Knowl. Based Syst. Mohammad Mahdi Azadjalal, Parham Moradi, Alireza Abdollahpouri, Mahdi Jalili
2017	C	`conf`	Cascade PI-continuous second-order sliding mode control for induction motor. IECON Jyoti Prakash Mishra, Liuping Wang, Yuankang Zhu, Xinghuo Yu, Mahdi Jalili
2017	J	`jnl`	Directed Functional Networks in Alzheimer's Disease: Disruption of Global and Local Connectivity Measures. IEEE J. Biomed. Health Informatics Saeedeh Afshari, Mahdi Jalili
2017	—	`conf`	Effect of disconnection of generation units on the rate of change of frequency in distributed power systems. ANZCC Ali Moradi Amani, Nozhatalzaman Gaeini, Mahdi Jalili, Xinghuo Yu
2017	J	`jnl`	Enhancing Pinning Controllability of Complex Networks Through Link Rewiring. IEEE Trans. Circuits Syst. II Express Briefs Mahdi Jalili, Xinghuo Yu
2017	C	`conf`	Enhancing stability of cooperative secondary frequency control by link rewiring. IECON Nozhatalzaman Gaeini, Ali Moradi Amani, Mahdi Jalili, Xinghuo Yu
2017	J	`jnl`	Finding the Most Influential Nodes in Pinning Controllability of Complex Networks. IEEE Trans. Circuits Syst. II Express Briefs Ali Moradi Amani, Mahdi Jalili, Xinghuo Yu, Lewi Stone
2017	J	`jnl`	Graph theoretical analysis of Alzheimer's disease: Discrimination of AD patients from healthy subjects. Inf. Sci. Mahdi Jalili
2017	J	`jnl`	Inference of Hidden Social Power Through Opinion Formation in Complex Networks. IEEE Trans. Netw. Sci. Eng. Omid Askari Sichani, Mahdi Jalili
2017	J	`jnl`	Information cascades in complex networks. J. Complex Networks Mahdi Jalili, Matjaz Perc
2017	C	`conf`	Performance recovery of undirected formations subject to failures in communication links. IECON Ali Moradi Amani, Guanrong Chen, Mahdi Jalili, Xinghuo Yu
2017	C	`conf`	Selective load reduction in power grids in order to minimise the effects of cascade failures. IECON Ryan Ghanbari, Mahdi Jalili, Xinghuo Yu
2017	J	`jnl`	Sign prediction in social networks based on tendency rate of equivalent micro-structures. Neurocomputing Abtin Khodadadi, Mahdi Jalili
2017	A*	`conf`	Statistical Link Label Modeling for Sign Prediction: Smoothing Sparsity by Joining Local and Global Information. ICDM Amin Javari, Hongxiang Qiu, Elham Barzegaran, Mahdi Jalili, Kevin Chen-Chuan Chang
2017	J	`jnl`	Which Generation Unit Should be Selected as Control Leader in Secondary Frequency Control of Microgrids? IEEE J. Emerg. Sel. Topics Circuits Syst. Ali Moradi Amani, Nozhatalzaman Gaeini, Mahdi Jalili, Xinghuo Yu
2016	—	`conf`	A new class of generalized continuous robust control algorithm for arbitrary order systems. AuCC Jyoti Prakash Mishra, Xinghuo Yu, Mahdi Jalili
2016	C	`conf`	A novel optimization method based on opinion formation in complex networks. ISCAS Homayoun Hamed Moghadam Rafati, Mahdi Jalili, Xinghuo Yu
2016	C	`conf`	Analysis of cascaded failures in power networks using maximum flow based complex network approach. IECON Ryan Ghanbari, Mahdi Jalili, Xinghuo Yu
2016	J	`jnl`	Cancerome: A hidden informative subnetwork of the diseasome. Comput. Biol. Medicine Mahdi Jalili, Ali Salehzadeh-Yazdi, Marjan Yaghmaie, Ardeshir Ghavamzadeh, Kamran Alimoghaddam
2016	J	`jnl`	Enhancement of Synchronizability in Networks with Community Structure through Adding Efficient Inter-Community Links. IEEE Trans. Netw. Sci. Eng. Mahdi Jalili, Xinghuo Yu
2016	C	`conf`	On fast terminal sliding-mode control design for higher order systems. IECON Jyoti Prakash Mishra, Xinghuo Yu, Mahdi Jalili, Yong Feng
2016	C	`conf`	Roles of node dynamics and data network structure on cooperative secondary control of distributed power grids. IECON Nozhatalzaman Gaeini, Ali Moradi Amani, Mahdi Jalili, Xinghuo Yu
2016	J	`jnl`	Sign prediction in social networks based on users reputation and optimism. Soc. Netw. Anal. Min. Mohsen Shahriari, Omid Askari Sichani, Joobin Gharibshah, Mahdi Jalili
2015	J	`jnl`	A Time-Aware Recommender System Based on Dependency Network of Items. Comput. J. Seyed Mohammadhadi Daneshmand, Amin Javari, Seyed Ebrahim Abtahi, Mahdi Jalili
2015	J	`jnl`	A probabilistic model to resolve diversity-accuracy challenge of recommendation systems. CoRR Amin Javari, Mahdi Jalili
2015	J	`jnl`	A probabilistic model to resolve diversity-accuracy challenge of recommendation systems. Knowl. Inf. Syst. Amin Javari, Mahdi Jalili
2015	J	`jnl`	An imputation-based matrix factorization method for improving accuracy of collaborative filtering systems. Eng. Appl. Artif. Intell. Manizheh Ranjbar, Parham Moradi, Mostafa Azami, Mahdi Jalili
2015	J	`jnl`	Influence maximization of informed agents in social networks. Appl. Math. Comput. Omid Askari Sichani, Mahdi Jalili
2015	J	`jnl`	Multivariate Synchronization Analysis of Brain Electroencephalography Signals: A Review of Two Methods. Cogn. Comput. Mahdi Jalili
2015	—	`conf`	Purchase Prediction and Item Suggestion based on HTTP sessions in absence of User Information. RecSys Challenge Pouya Esmailian, Mahdi Jalili
2014	J	`jnl`	Accurate and Novel Recommendations: An Algorithm Based on Popularity Forecasting. ACM Trans. Intell. Syst. Technol. Amin Javari, Mahdi Jalili
2014	J	`jnl`	Cluster-Based Collaborative Filtering for Sign Prediction in Social Networks with Positive and Negative Links. ACM Trans. Intell. Syst. Technol. Amin Javari, Mahdi Jalili
2014	J	`jnl`	Community Structure and Information Cascade in Signed Networks. New Gener. Comput. Mahsa Shafaei, Mahdi Jalili
2014	J	`jnl`	Connectedness of users-items networks and recommender systems. Appl. Math. Comput. Joobin Gharibshah, Mahdi Jalili
2014	—	`conf`	Enhancing precision of Markov-based recommenders using location information. ICACCI Ali Abbasi, Amin Javari, Mahdi Jalili, Hamid R. Rabiee
2014	J	`jnl`	Mesoscopic analysis of online social networks - The role of negative ties. CoRR Pouya Esmailian, Seyed Ebrahim Abtahi, Mahdi Jalili
2014	J	`jnl`	Nationwide Prediction of Drought Conditions in Iran Based on Remote Sensing Data. IEEE Trans. Computers Mahdi Jalili, Joobin Gharibshah, Seyed Morsal Ghavami, Mohammadreza Beheshtifar, Reza Farshi
2014	J	`jnl`	Ranking Nodes in Signed Social Networks. Soc. Netw. Anal. Min. Moshen Shahriari, Mahdi Jalili
2014	J	`jnl`	Recommender systems based on collaborative filtering and resource allocation. Soc. Netw. Anal. Min. Amin Javari, Joobin Gharibshah, Mahdi Jalili
2013	J	`jnl`	Diagnosis of Early Alzheimer's Disease Based on EEG Source Localization and a Standardized Realistic Head Model. IEEE J. Biomed. Health Informatics Haleh Aghajani, Edmond Zahedi, Mahdi Jalili, Adib Keikhosravi, Bijan Vosoughi Vahdat
2013	J	`jnl`	Effects of leaders and social power on opinion formation in complex networks. Simul. Mahdi Jalili
2013	J	`jnl`	Enhancing Synchronizability of Diffusively Coupled Dynamical Networks: A Survey. IEEE Trans. Neural Networks Learn. Syst. Mahdi Jalili
2013	J	`jnl`	Large-scale global optimization through consensus of opinions over complex networks. Complex Adapt. Syst. Model. Omid Askari Sichani, Mahdi Jalili
2013	J	`jnl`	Normalized Similarity Index: An adjusted index to prioritize article citations. J. Informetrics Isar Nassiri, Ali Masoudi-Nejad, Mahdi Jalili, Ali Moeini
2013	J	`jnl`	Revenue maximization in social networks through discounting. Soc. Netw. Anal. Min. Mahmoudreza Babaei, Baharan Mirzasoleiman, Mahdi Jalili, Mohammad Ali Safari
2011	J	`jnl`	Cascading Failure Tolerance of Modular Small-World Networks. IEEE Trans. Circuits Syst. II Express Briefs Mahmoudreza Babaei, Hamed Ghasemieh, Mahdi Jalili
2011	—	`conf`	Discriminating early stage AD patients from healthy controls using synchronization analysis of EEG. ICDIM Mahdi Jalili
2011	J	`jnl`	EEG-based functional networks in schizophrenia. Comput. Biol. Medicine Mahdi Jalili, Maria G. Knyazeva
2011	J	`jnl`	Error and attack tolerance of small-worldness in complex networks. J. Informetrics Mahdi Jalili
2011	J	`jnl`	Phase synchronizing in Hindmarsh-Rose neural networks with delayed chemical coupling. Neurocomputing Mahdi Jalili
2010	—	`conf`	A Graph Weighting Method for Reducing Consensus Time in Random Geographical Networks. AINA Workshops Mahdi Jalili
2010	J	`jnl`	Reservoir optimization in recurrent neural networks using properties of Kronecker product. Log. J. IGPL Ali Ajdari Rad, Martin Hasler, Mahdi Jalili
2009	—	`conf`	Numerical Australasian Conference on Artificial Intelligence Mahdi Jalili
2009	C	`conf`	Rewirings based on the eigenvectors of the Laplacian matrix for enhancing synchronizability of dynamical networks. INDIN Mahdi Jalili, Ali Ajdari Rad
2008	C	`conf`	Reducing synchronization cost in weighted dynamical networks using betweenness centrality measures. ISCAS Mahdi Jalili, Ali Ajdari Rad, Martin Hasler
2008	C	`conf`	Reservoir optimization in recurrent neural networks using kronecker kernels. ISCAS Ali Ajdari Rad, Mahdi Jalili, Martin Hasler
2008	—	`—`	Synchronization in dynamical networks - synchronizability, neural network models and EEG analysis. Mahdi Jalili
2007	J	`jnl`	Brain emotional learning based intelligent controller applied to neurofuzzy model of micro-heat exchanger. Expert Syst. Appl. Hossein Rouhani, Mahdi Jalili, Babak Nadjar Araabi, Wolfgang Eppler, Caro Lucas
2007	J	`jnl`	Enhancing synchronizability of dynamical networks using the connection graph stability method. Int. J. Circuit Theory Appl. Mahdi Jalili, Ali Ajdari Rad, Martin Hasler
2007	J	`jnl`	Neural Networks as a Tool for Nonlinear Predictive Control: Application to Some Benchmark Systems. Int. J. Wavelets Multiresolution Inf. Process. Mahdi Jalili, Saeid Atashbari, Samad Momenbellah, Farzad Habibipour Roudsari