Mohammad Karim Sohrabi

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 46

Top Topics

Materialized View Selection

Top Venues

J. Supercomput.

Multim. Tools Appl.

Artif. Intell. Rev.

Publications

Alireza Ghorbanali, Mohammad Karim Sohrabi
Capsule network-based deep ensemble transfer learning for multimodal sentiment analysis. Expert Syst. Appl. 239 (2024)
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) (2024)
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) (2024)
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 (2024)
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)
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) (2024)
Mohammad Sedghi, Mohammad Karim Sohrabi
HLHUI: An improved version of local high utility itemset mining. ANT/EDI40 (2023)
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 (2023)
Alireza Ghorbanali, Mohammad Karim Sohrabi
A comprehensive survey on deep learning-based approaches for multimodal sentiment analysis. Artif. Intell. Rev. 56 (S1) (2023)
Alireza Ghorbanali, Mohammad Karim Sohrabi
Exploiting bi-directional deep neural networks for multi-domain sentiment analysis using capsule network. Multim. Tools Appl. 82 (15) (2023)
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 (2023)
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) (2022)
Alireza Ghorbanali, Mohammad Karim Sohrabi, Farzin Yaghmaee
Ensemble transfer learning-based multimodal sentiment analysis using weighted convolutional neural networks. Inf. Process. Manag. 59 (3) (2022)
Ali Abbas Zoraghchian, Mohammad Karim Sohrabi, Farzin Yaghmaee
Parallel frequent itemsets mining using distributed graphic processing units. Multim. Tools Appl. 81 (30) (2022)
Manijeh Hajihoseini, Mohammad Karim Sohrabi
Mining fuzzy high average-utility itemsets using fuzzy utility lists and efficient pruning approach. Soft Comput. 26 (13) (2022)
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) (2022)
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) (2021)
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) (2021)
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)
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) (2021)
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 (2021)
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) (2021)
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) (2020)
Mohsen Mohseni, Mohammad Karim Sohrabi
MVPP-Based Materialized View Selection in Data Warehouses Using Simulated Annealing. Int. J. Cooperative Inf. Syst. 29 (3) (2020)
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) (2020)
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 (2020)
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 (2020)
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 (2019)
Hossein Azgomi, Mohammad Karim Sohrabi
A novel coral reefs optimization algorithm for materialized view selection in data warehouse environments. Appl. Intell. 49 (11) (2019)
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) (2019)
Fatemeh Hemmatian, Mohammad Karim Sohrabi
A survey on classification techniques for opinion mining and sentiment analysis. Artif. Intell. Rev. 52 (3) (2019)
Mohammad Karim Sohrabi, Hossein Azgomi
Finding Similar Documents Using Frequent Pattern Mining Methods. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 27 (1) (2019)
Bahareh Rahmati, Mohammad Karim Sohrabi
A Systematic Survey on High Utility Itemset Mining. Int. J. Inf. Technol. Decis. Mak. 18 (4) (2019)
Mohammad Karim Sohrabi, Hossein Azgomi
Evolutionary game theory approach to materialized view selection in data warehouses. Knowl. Based Syst. 163 (2019)
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) (2019)
Mohammad Karim Sohrabi, Vahid Ghods, Seyed Yahya Zahedi Fard
A Novel Virtual Machine Selection Policy for Virtual Machine Consolidation. ISCBI (2018)
Mohammad Karim Sohrabi
A gossip based information fusion protocol for distributed frequent itemset mining. Enterp. Inf. Syst. 12 (6) (2018)
Hossein Azgomi, Mohammad Karim Sohrabi
A game theory based framework for materialized view selection in data warehouses. Eng. Appl. Artif. Intell. 71 (2018)
Mohammad Karim Sohrabi, Alireza Tajik
Multi-objective feature selection for warfarin dose prediction. Comput. Biol. Chem. 69 (2017)
Morteza Arab, Mohammad Karim Sohrabi
Proposing a new clustering method to detect phishing websites. Turkish J. Electr. Eng. Comput. Sci. 25 (2017)
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 (2017)
Mohammad Karim Sohrabi, Reza Roshani
Frequent itemset mining using cellular learning automata. Comput. Hum. Behav. 68 (2017)
Mohammad Karim Sohrabi, Hossein Azgomi
Parallel set similarity join on big data based on Locality-Sensitive Hashing. Sci. Comput. Program. 145 (2017)
Mohammad Karim Sohrabi, Vahid Ghods
Materialized View Selection for a Data Warehouse Using Frequent Itemset Mining. J. Comput. 11 (2) (2016)
Mohammad Karim Sohrabi, Soodeh Akbari
A comprehensive study on the effects of using data mining techniques to predict tie strength. Comput. Hum. Behav. 60 (2016)
Vahid Ghods, Mohammad Karim Sohrabi
Online Farsi Handwritten Character Recognition Using Hidden Markov Model. J. Comput. 11 (2) (2016)
Mohammad Karim Sohrabi, Ahmad Abdollahzadeh Barforoush
Parallel frequent itemset mining using systolic arrays. Knowl. Based Syst. 37 (2013)
Mohammad Karim Sohrabi, Ahmad Abdollahzadeh Barforoush
Efficient colossal pattern mining in high dimensional datasets. Knowl. Based Syst. 33 (2012)