5 citations · 14 across the 9 of their papers we have counts for
9 papers
Incremental Optimal Assignment for Real-Time Crowd Tracking
Ismail H. Toroslu
Multi-object tracking in dense crowds requires solving a bipartite assignment problem between detections and trajectories at every video frame. The classical Hungarian algorithm so…
Fair for a few: Improving Fairness in Doubly Imbalanced Datasets
Ata Yalcin, Asli Umay Ozturk, Yigit Sever +4
Fairness has been identified as an important aspect of Machine Learning and Artificial Intelligence solutions for decision making. Recent literature offers a variety of approaches…
NeSHFS: Neighborhood Search with Heuristic-based Feature Selection for Click-Through Rate Prediction
Dogukan Aksu, Ismail Hakki Toroslu, Hasan Davulcu
Click-through-rate (CTR) prediction plays an important role in online advertising and ad recommender systems. In the past decade, maximizing CTR has been the main focus of model de…
Improving The Floyd-Warshall All Pairs Shortest Paths Algorithm
Ismail H. Toroslu
The Floyd-Warshall algorithm is the most popular algorithm for determining the shortest paths between all pairs in a graph. It is very a simple and an elegant algorithm. However, i…
Graph Based Proactive Secure Decomposition Algorithm for Context Dependent Attribute Based Inference Control Problem
Ugur Turan, Ismail H. Toroslu, Murat Kantarcioglu
Relational DBMSs continue to dominate the database market, and inference problem on external schema of relational DBMS's is still an important issue in terms of data privacy.Especi…
Task Assignment in Tree-Like Hierarchical Structures
Cem Evrendilek, Ismail Hakki Toroslu, Sasan Hashemi
Most large organizations, such as corporations, are hierarchical organizations. In hierarchical organizations each entity in the organization, except the root entity, is a sub-part…
Secure Logical Schema and Decomposition Algorithm for Proactive Context Dependent Attribute Based Access Control
Ugur Turan, Ismail Hakki Toroslu
Traditional database access control mechanisms use role based methods, with generally row based and attribute based constraints for granularity, and privacy is achieved mainly by u…
Link Based Session Reconstruction: Finding All Maximal Paths
Murat Ali Bayir, Ismail Hakki Toroslu
This paper introduces a new method for the session construction problem, which is the first main step of the web usage mining process. Through experiments, it is shown that when ou…
Discovering More Accurate Frequent Web Usage Patterns
Murat Ali Bayir, Ismail Hakki Toroslu, Ahmet Cosar +1
Web usage mining is a type of web mining, which exploits data mining techniques to discover valuable information from navigation behavior of World Wide Web users. As in classical d…