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ORCIDMohammad Karim Sohrabi
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2020 – today
- 2025
[j49]Mohammad Mahdi Motevalli, Mohammad Karim Sohrabi, Farzin Yaghmaee:
Aspect-based sentiment analysis: A dual-task learning architecture using imbalanced maximized-area under the curve proximate support vector machine and reinforcement learning. Inf. Sci. 689: 121449 (2025)- 2024
- [j48]Mohsen Khani, Shahram Jamali, Mohammad Karim Sohrabi:
Three-layer data center-based intelligent slice admission control algorithm for C-RAN using approximate reinforcement learning. Clust. Comput. 27(5): 5893-5911 (2024) - [j47]Ali Asghari
, Mohammad Karim Sohrabi:
Server placement in mobile cloud computing: A comprehensive survey for edge computing, fog computing and cloudlet. Comput. Sci. Rev. 51: 100616 (2024) - [j46]Alireza Ghorbanali, Mohammad Karim Sohrabi:
Capsule network-based deep ensemble transfer learning for multimodal sentiment analysis. Expert Syst. Appl. 239: 122454 (2024) - [j45]Mohsen Khani, Shahram Jamali, Mohammad Karim Sohrabi, Mohammad Mohsen Sadr, Ali Ghaffari:
Resource allocation in 5G cloud-RAN using deep reinforcement learning algorithms: A review. Trans. Emerg. Telecommun. Technol. 35(1) (2024) - [j44]Mohsen Khani, Shahram Jamali, Mohammad Karim Sohrabi, Mohammad Mohsen Sadr, Ali Ghaffari:
Slice admission control in 5G cloud radio access network using deep reinforcement learning: A survey. Int. J. Commun. Syst. 37(13) (2024) - [j43]Ali Asghari, Mohammad Karim Sohrabi:
Bi-objective cloud resource management for dependent tasks using Q-learning and NSGA-3. J. Ambient Intell. Humaniz. Comput. 15(1): 197-217 (2024) - [j42]Mahmoud Darvish-Motevali, Mohammad Karim Sohrabi, Israfil Roshdi:
Self-supervised CondenseNet for feature learning to increase the accuracy in image classification. Multim. Tools Appl. 83(32): 77667-77678 (2024) - [j41]Mohsen Khani, Shahram Jamali, Mohammad Karim Sohrabi:
Approximate Q-learning-based (AQL) network slicing in mobile edge-cloud for delay-sensitive services. J. Supercomput. 80(3): 4226-4247 (2024) - 2023
- [j40]Alireza Ghorbanali, Mohammad Karim Sohrabi:
A comprehensive survey on deep learning-based approaches for multimodal sentiment analysis. Artif. Intell. Rev. 56(S1): 1479-1512 (2023) - [j39]Hakimeh Morteza, Seyed Mahdi Jameii, Mohammad Karim Sohrabi:
An improved learning automata based multi-objective whale optimization approach for multi-objective portfolio optimization in financial markets. Expert Syst. Appl. 224: 119970 (2023) - [j38]Alireza Ghorbanali, Mohammad Karim Sohrabi:
Exploiting bi-directional deep neural networks for multi-domain sentiment analysis using capsule network. Multim. Tools Appl. 82(15): 22943-22960 (2023) - [j37]Mohsen Khani, Shahram Jamali, Mohammad Karim Sohrabi:
An Enhanced Deep Reinforcement Learning-based Slice Acceptance Control System (EDRL-SACS) for Cloud-Radio Access Network. Phys. Commun. 61: 102188 (2023) - [c2]Mohammad Sedghi, Mohammad Karim Sohrabi:
HLHUI: An improved version of local high utility itemset mining. ANT/EDI40 2023: 639-644 - 2022
- [j36]Ali Asghari, Mohammad Karim Sohrabi:
Combined use of coral reefs optimization and multi-agent deep Q-network for energy-aware resource provisioning in cloud data centers using DVFS technique. Clust. Comput. 25(1): 119-140 (2022) - [j35]Ali Asghari, Mohammad Karim Sohrabi:
Multiobjective Edge Server Placement in Mobile-Edge Computing Using a Combination of Multiagent Deep Q-Network and Coral Reefs Optimization. IEEE Internet Things J. 9(18): 17503-17512 (2022) - [j34]Alireza Ghorbanali, Mohammad Karim Sohrabi, Farzin Yaghmaee:
Ensemble transfer learning-based multimodal sentiment analysis using weighted convolutional neural networks. Inf. Process. Manag. 59(3): 102929 (2022) - [j33]Ali Abbas Zoraghchian, Mohammad Karim Sohrabi, Farzin Yaghmaee:
Parallel frequent itemsets mining using distributed graphic processing units. Multim. Tools Appl. 81(30): 43873-43895 (2022) - [j32]Manijeh Hajihoseini, Mohammad Karim Sohrabi:
Mining fuzzy high average-utility itemsets using fuzzy utility lists and efficient pruning approach. Soft Comput. 26(13): 6063-6086 (2022) - 2021
- [j31]Ali Abbas Zoraghchian, Mohammad Karim Sohrabi, Farzin Yaghmaee:
Exploiting parallel graphics processing units to improve association rule mining in transactional databases using butterfly optimization algorithm. Clust. Comput. 24(4): 3767-3778 (2021) - [j30]Ali Asghari, Mohammad Karim Sohrabi:
Combined use of coral reefs optimization and reinforcement learning for improving resource utilization and load balancing in cloud environments. Computing 103(7): 1545-1567 (2021) - [j29]Hossein Azgomi, Mohammad Karim Sohrabi:
MR-MVPP: A map-reduce-based approach for creating MVPP in data warehouses for big data applications. Inf. Sci. 570: 200-224 (2021) - [j28]Seyed Yahya Zahedi Fard, Mohammad Karim Sohrabi, Vahid Ghods:
Energy-Aware and Proactive Host Load Detection in Virtual Machine Consolidation. Inf. Technol. Control. 50(2): 332-341 (2021) - [j27]Mohsen Mohseni, Mohammad Karim Sohrabi, Morteza Dorrigiv:
A model-driven approach for semantic web service modeling using web service modeling languages. J. Softw. Evol. Process. 33(7) (2021) - [j26]Ali Asghari, Mohammad Karim Sohrabi, Farzin Yaghmaee:
Task scheduling, resource provisioning, and load balancing on scientific workflows using parallel SARSA reinforcement learning agents and genetic algorithm. J. Supercomput. 77(3): 2800-2828 (2021) - 2020
- [j25]Ali Asghari, Mohammad Karim Sohrabi, Farzin Yaghmaee:
A cloud resource management framework for multiple online scientific workflows using cooperative reinforcement learning agents. Comput. Networks 179: 107340 (2020) - [j24]Masoumeh Riyahi, Mohammad Karim Sohrabi:
Providing effective recommendations in discussion groups using a new hybrid recommender system based on implicit ratings and semantic similarity. Electron. Commer. Res. Appl. 40: 100938 (2020) - [j23]Mohsen Mohseni, Mohammad Karim Sohrabi:
MVPP-Based Materialized View Selection in Data Warehouses Using Simulated Annealing. Int. J. Cooperative Inf. Syst. 29(3): 2050001:1-2050001:19 (2020) - [j22]Mohammad Karim Sohrabi:
An efficient projection-based method for high utility itemset mining using a novel pruning approach on the utility matrix. Knowl. Inf. Syst. 62(11): 4141-4167 (2020) - [j21]Ali Asghari, Mohammad Karim Sohrabi, Farzin Yaghmaee:
Online scheduling of dependent tasks of cloud's workflows to enhance resource utilization and reduce the makespan using multiple reinforcement learning-based agents. Soft Comput. 24(21): 16177-16199 (2020)
2010 – 2019
- 2019
- [j20]Fatemeh Hemmatian, Mohammad Karim Sohrabi:
A survey on classification techniques for opinion mining and sentiment analysis. Artif. Intell. Rev. 52(3): 1495-1545 (2019) - [j19]Hossein Azgomi, Mohammad Karim Sohrabi:
A novel coral reefs optimization algorithm for materialized view selection in data warehouse environments. Appl. Intell. 49(11): 3965-3989 (2019) - [j18]Mohammad Hossein Davarpour, Mohammad Karim Sohrabi, Milad Naderi:
Toward a semantic-based location tagging news feed system: Constructing a conceptual hierarchy on geographical hashtags. Comput. Electr. Eng. 78: 204-217 (2019) - [j17]Bahareh Rahmati, Mohammad Karim Sohrabi:
A Systematic Survey on High Utility Itemset Mining. Int. J. Inf. Technol. Decis. Mak. 18(4): 1113-1185 (2019) - [j16]Mohammad Karim Sohrabi, Hossein Azgomi:
Finding Similar Documents Using Frequent Pattern Mining Methods. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 27(1): 73-96 (2019) - [j15]Mohammad Karim Sohrabi, Hossein Azgomi:
Evolutionary game theory approach to materialized view selection in data warehouses. Knowl. Based Syst. 163: 558-571 (2019) - [j14]Mohammad Karim Sohrabi, Fatemeh Hemmatian:
An efficient preprocessing method for supervised sentiment analysis by converting sentences to numerical vectors: a twitter case study. Multim. Tools Appl. 78(17): 24863-24882 (2019) - [j13]Mohammad Karim Sohrabi, Somayyeh Alimirzaee:
Improving performance of node clustering in wireless sensor networks using meta-heuristic algorithms and a novel validity index. J. Supercomput. 75(11): 7550-7572 (2019) - 2018
- [j12]Hossein Azgomi, Mohammad Karim Sohrabi:
A game theory based framework for materialized view selection in data warehouses. Eng. Appl. Artif. Intell. 71: 125-137 (2018) - [j11]Mohammad Karim Sohrabi:
A gossip based information fusion protocol for distributed frequent itemset mining. Enterp. Inf. Syst. 12(6): 674-694 (2018) - [c1]Mohammad Karim Sohrabi, Vahid Ghods, Seyed Yahya Zahedi Fard:
A Novel Virtual Machine Selection Policy for Virtual Machine Consolidation. ISCBI 2018: 28-32 - 2017
- [j10]Mohammad Karim Sohrabi, Alireza Tajik:
Multi-objective feature selection for warfarin dose prediction. Comput. Biol. Chem. 69: 126-133 (2017) - [j9]Mohammad Karim Sohrabi, Reza Roshani:
Frequent itemset mining using cellular learning automata. Comput. Hum. Behav. 68: 244-253 (2017) - [j8]Mohammad Karim Sohrabi, Hossein Azgomi:
TSGV: a table-like structure-based greedy method for materialized view selection in data warehouses. Turkish J. Electr. Eng. Comput. Sci. 25: 3175-3187 (2017) - [j7]Morteza Arab, Mohammad Karim Sohrabi:
Proposing a new clustering method to detect phishing websites. Turkish J. Electr. Eng. Comput. Sci. 25: 4757-4767 (2017) - [j6]Mohammad Karim Sohrabi, Hossein Azgomi:
Parallel set similarity join on big data based on Locality-Sensitive Hashing. Sci. Comput. Program. 145: 1-12 (2017) - 2016
- [j5]Mohammad Karim Sohrabi, Soodeh Akbari:
A comprehensive study on the effects of using data mining techniques to predict tie strength. Comput. Hum. Behav. 60: 534-541 (2016) - [j4]Mohammad Karim Sohrabi, Vahid Ghods:
Materialized View Selection for a Data Warehouse Using Frequent Itemset Mining. J. Comput. 11(2): 140-148 (2016) - [j3]Vahid Ghods, Mohammad Karim Sohrabi:
Online Farsi Handwritten Character Recognition Using Hidden Markov Model. J. Comput. 11(2): 169-175 (2016) - 2013
- [j2]Mohammad Karim Sohrabi, Ahmad Abdollahzadeh Barforoush:
Parallel frequent itemset mining using systolic arrays. Knowl. Based Syst. 37: 462-471 (2013) - 2012
- [j1]Mohammad Karim Sohrabi, Ahmad Abdollahzadeh Barforoush:
Efficient colossal pattern mining in high dimensional datasets. Knowl. Based Syst. 33: 41-52 (2012)
Coauthor Index
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