Shahid Hussain

31 papers B 4C 2Misc 2Journal 12Unranked 8
YearRankTypeTitle / Venue / Authors
2022 J jnl
Decision Trees with Hypotheses for Recognition of Monotone Boolean Functions and for Sorting.
CoRR
Mohammad Azad, Igor Chikalov, Shahid Hussain, Mikhail Moshkov, Beata Zielosko
2022 J jnl
Greedy Algorithms for Decision Trees with Hypotheses.
CoRR
Mohammad Azad, Igor Chikalov, Shahid Hussain, Mikhail Moshkov, Beata Zielosko
2021 J jnl
Decision Rules Derived from Optimal Decision Trees with Hypotheses.
Entropy
Mohammad Azad, Igor Chikalov, Shahid Hussain, Mikhail Moshkov, Beata Zielosko
2021 J jnl
Entropy-Based Greedy Algorithm for Decision Trees Using Hypotheses.
Entropy
Mohammad Azad, Igor Chikalov, Shahid Hussain, Mikhail Moshkov
2021 — conf
Minimizing Depth of Decision Trees with Hypotheses.
IJCRS
Mohammad Azad, Igor Chikalov, Shahid Hussain, Mikhail Moshkov
2021 B conf
Minimizing Number of Nodes in Decision Trees with Hypotheses.
KES
Mohammad Azad, Igor Chikalov, Shahid Hussain, Mikhail Moshkov
2021 — conf
Sorting by Decision Trees with Hypotheses (extended abstract).
CS&P
Mohammad Azad, Igor Chikalov, Shahid Hussain, Mikhail Moshkov
2019 — book
Extensions of Dynamic Programming for Combinatorial Optimization and Data Mining
Hassan AbouEisha, Talha Amin, Igor Chikalov, Shahid Hussain, Mikhail Moshkov
2018 J jnl
Bi-criteria optimization of decision trees with applications to data analysis.
Eur. J. Oper. Res.
Igor Chikalov, Shahid Hussain, Mikhail Moshkov
2018 J jnl
Upper Domination: Towards a Dichotomy Through Boundary Properties.
Algorithmica
Hassan AbouEisha, Shahid Hussain, Vadim V. Lozin, Jérôme Monnot, Bernard Ries, Viktor Zamaraev
2016 C conf
A Boundary Property for Upper Domination.
IWOCA
Hassan AbouEisha, Shahid Hussain, Vadim V. Lozin, Jérôme Monnot, Bernard Ries, Victor Zamaraev
2016 J jnl
Totally optimal decision trees for Boolean functions.
Discret. Appl. Math.
Igor Chikalov, Shahid Hussain, Mikhail Moshkov
2016 J jnl
Upper Domination: towards a dichotomy through boundary properties.
CoRR
Hassan AbouEisha, Shahid Hussain, Vadim V. Lozin, Jérôme Monnot, Bernard Ries, Victor Zamaraev
2015 J jnl
Diagnosis of constant faults in read-once contact networks over finite bases.
Discret. Appl. Math.
Monther Busbait, Igor Chikalov, Shahid Hussain, Mikhail Ju. Moshkov
2015 — conf
Multi-pruning of decision trees for knowledge representation and classification.
ACPR
Mohammad Azad, Igor Chikalov, Shahid Hussain, Mikhail Moshkov
2014 C conf
A Dichotomy for Upper Domination in Monogenic Classes.
COCOA
Hassan AbouEisha, Shahid Hussain, Vadim V. Lozin, Jérôme Monnot, Bernard Ries
2014 J jnl
Diagnosis of constant faults in iteration-free circuits over monotone basis.
Discret. Appl. Math.
Saad Alrawaf, Igor Chikalov, Shahid Hussain, Mikhail Moshkov
2014 Misc conf
Greedy heuristics for minimization of number of terminal nodes in decision trees.
GrC
Shahid Hussain
2014 — ch.
Relationships Among Various Parameters for Decision Tree Optimization.
Innovations in Intelligent Machines (4)
Shahid Hussain
2014 J jnl
Relationships between Average Depth and Number of Misclassifications for Decision Trees.
Fundam. Informaticae
Igor Chikalov, Shahid Hussain, Mikhail Moshkov
2014 B conf
Total Path Length and Number of Terminal Nodes for Decision Trees.
KES
Shahid Hussain
2013 J jnl
Optimization and analysis of decision trees and rules: dynamic programming approach.
Int. J. Gen. Syst.
Abdulaziz Alkhalid, Talha Amin, Igor Chikalov, Shahid Hussain, Mikhail Moshkov, Beata Zielosko
2013 — ch.
Relationships for Cost and Uncertainty of Decision Trees.
Rough Sets and Intelligent Systems (2)
Igor Chikalov, Shahid Hussain, Mikhail Moshkov
2013 B conf
Totally Optimal Decision Trees for Monotone Boolean Functions with at Most Five Variables.
KES
Igor Chikalov, Shahid Hussain, Mikhail Moshkov
2012 — conf
Average Depth and Number of Misclassifications for Decision Trees.
CS&P
Igor Chikalov, Shahid Hussain, Mikhail Moshkov
2012 — conf
On Cost and Uncertainty of Decision Trees.
RSCTC
Igor Chikalov, Shahid Hussain, Mikhail Moshkov
2012 — conf
Relationships between Number of Nodes and Number of Misclassifications for Decision Trees.
RSCTC
Igor Chikalov, Shahid Hussain, Mikhail Moshkov
2011 — conf
Relationships between Depth and Number of Misclassifications for Decision Trees.
RSFDGrC
Igor Chikalov, Shahid Hussain, Mikhail Moshkov
2011 — conf
Sequential Optimization of Binary Search Trees for Multiple Cost Functions.
CATS
Maram Alnafie, Igor Chikalov, Shahid Hussain, Mikhail Ju. Moshkov
2011 B conf
Sequential Optimization of Matrix Chain Multiplication Relative to Different Cost Functions.
SOFSEM
Igor Chikalov, Shahid Hussain, Mikhail Moshkov
2011 Misc conf
Sequential Optimization of Paths in Directed Graphs Relative to Different Cost Functions.
ICCS
Jewahir AbuBekr, Igor Chikalov, Shahid Hussain, Mikhail Moshkov